{"id":410,"date":"2017-08-07T05:12:28","date_gmt":"2017-08-07T05:12:28","guid":{"rendered":"http:\/\/rushmore.wpcolorlab.com\/?page_id=410"},"modified":"2026-03-27T15:45:02","modified_gmt":"2026-03-27T19:45:02","slug":"conferences-and-talks","status":"publish","type":"page","link":"https:\/\/engineering.jhu.edu\/vpatel36\/conferences-and-talks\/","title":{"rendered":"Conference Papers"},"content":{"rendered":"<style type=\"text\/css\"><\/style>\n<div class=\"kc-elm kc-css-2922186 kc-title-wrap \">\n<div class=\"kc-elm kc-css-2922186 kc-title-wrap \">\n<h1 class=\"kc_title\">2026<\/h1>\n<\/div>\n<div class=\"kc-elm kc-css-3165953 kc_text_block\">\n<ol>\n<li>Y. Korkmaz and V. M. Patel, &#8220;RemoteVAR: Autoregressive Visual Modeling for Remote Sensing Change Detection ,&#8221; International Geoscience and Remote Sensing Symposium (IGARSS), Washington D. C., 2026.<\/li>\n<li>W. G. C. Bandara and V. M. Patel, &#8220;Revisiting Consistency Regularization for Semi-supervised Change Detection,&#8221; International Geoscience and Remote Sensing Symposium (IGARSS), Washington D. C., 2026.<\/li>\n<li>B. Wijenayake, N. Wasalathilake, R. Godaliyadda, V. Herath, P. Ekanayake, and V. M. Patel, &#8220;Mitigating Long-Tail Bias via Prompt-Controlled Diffusion Augmentation,&#8221; International Geoscience and Remote Sensing Symposium (IGARSS), Washington D. C., 2026.<\/li>\n<li>K. Zhang, J. Xu, Y. Mei, and V. M. Patel, &#8220;Endless World: Real-Time 3D-Aware Long Video Generation,&#8221; IEEE\/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Denver, CO, 2026.<\/li>\n<li>Y. Ranasinghe, E. Schenck, F. Yellin, S. Hu, C. Funk, and V. M. Patel, &#8220;Thermal-Det: Language-Guided Cross-Modal Distillation for Open-Vocabulary Thermal Object Detection,&#8221; IEEE\/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Denver, CO, 2026.<\/li>\n<li>J. N. Paranjape, Y. Guo, S. Venkataraman, V. M. Patel, and N. Jammalamadaka, &#8220;CoCoA-DVC: Consistency and Concept Aware Training for Dense Video Captioning,&#8221; Workshop on Grounded Retrieval and Agentic Intelligence for Vision-Language in conjunction with IEEE\/CVF Conference on Computer Vision and Pattern Recognition (CVPR-W), Denver, CO, 2026.<\/li>\n<li>N. A Shah, A. Ziai, C. Ekanadham, and V. M. Patel, &#8220;Cin\u00e9aste: A Fine-grained Contextual Movie Question Answering Benchmark with Automated Data Curation,&#8221; Workshop on Emerging Directions in Data for Multimodal Foundation Models in conjunction with IEEE\/CVF Conference on Computer Vision and Pattern Recognition (CVPR-W), Denver, CO, 2026.<\/li>\n<li>J. Xu, Y. Mei, K. Zhang, and V. M. Patel, &#8220;FreeViS: Training-free Video Stylization with Inconsistent References,&#8221; International Conference on Learning Representations (ICLR), Rio de Janeiro, Brazil, 2026.<\/li>\n<li>S. Rajagopalan, K. Narayan, and V. M. Patel, &#8220;RestoreVAR: Visual Autoregressive Generation for All-in-One Image Restoration,&#8221; International Conference on Learning Representations (ICLR), Rio de Janeiro, Brazil, 2026.<\/li>\n<li>J. Zhang, M. Jiang, N. Dai, T. Lu, A. Uzunoglu, S. Zhang, Y. Wei, J. Wang, V. M. Patel, P. P. Liang, D. Khashabi, C. Peng, R. Chellappa, T. Shu, A. Yuille, Y. Du, and J. Chen, &#8220;WoW!: World Models in a Closed-Loop World,&#8221; International Conference on Learning Representations (ICLR), Rio de Janeiro, Brazil, 2026.<\/li>\n<li>A. Rahman, J. Liu, Z. Wang, X. Sun, J. Wu, X. Yu, Y. Su, V. M. Patel, Z. Liu, and E Barsoum, &#8220;MOVi: Training-free Text-conditioned Multi-Object Video Generation,&#8221; IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, 2026.<\/li>\n<li>A. Tu, K. Narayan, J. Gleason, J. Xu, M. Meyn, T. Goldstein, and V. M. Patel, &#8220;TransFIRA: Transfer Learning for Face Image Recognizability Assessment,&#8221; IEEE International Conference on Automatic Face and Gesture Recognition (FG), Kyoto, Japan, 2026.<\/li>\n<li>J. N. Paranjape, C. M. de Melo, and V. M. Patel, &#8220;F-ViTA: Foundation Model Guided Visible to Infrared Translation,&#8221; IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV) , Tucson, AZ, 2026.<\/li>\n<li>V. VS, N. Chang, J. Schmalfuss, and V. M. Patel, Z. Yu, J. M. Alvarez, &#8220;GHOST: Getting to the Bottom of Hallucinations with A Multi-round Consistency Benchmark,&#8221; IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, AZ, 2026.<\/li>\n<li>Y. Korkmaz, J. N. Paranjape, C. M. de Melo, and V. M. Patel, &#8220;Referring Change Detection in Remote Sensing Imagery,&#8221; IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, AZ, 2026.<\/li>\n<li>S. Madani, R. Chellappa, and V. M. Patel, &#8220;DiffRegCD: Integrated Registration and Change Detection with Diffusion Features,&#8221; IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV)}, Tucson, AZ, 2026.<\/li>\n<li>S. Madani and V. M. Patel, &#8220;Morphing Through Time: Diffusion-Based Bridging of Temporal Gaps for Robust Alignment in Change Detection,&#8221; IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, AZ, 2026.<\/li>\n<li>Y. Korkmaz, D. Hegde, K. Chintersingh, M. Alemohammad, V. Kilic, M. Flickinger, A. L. Polk, M. Bokhoor, C. Peters, R. Knio, T. Hufnagel, M. Foster, T. Weihs, and V. M. Patel, &#8220;Addressing Data Scarcity in Materials Science Research with Deep Generative Models,&#8221; 1st Workshop on Foundational Models Beyond the Visual Spectrum in conjunction with IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV-W), Tucson, AZ, 2026.<\/li>\n<\/ol>\n<\/div>\n<h1 class=\"kc_title\">2025<\/h1>\n<\/div>\n<div class=\"kc-elm kc-css-3165953 kc_text_block\">\n<ol>\n<li>Ding, B. An, T. Rabbani, C. Deng, A. Satheesh, S. Chakraborty, M. Saberi, Y. Wen, K. R. Sang, A. Agrawal, X. Zhao, M. Zhou, M-A Hartley, L. Li, Y-X. Wang, V. M. Patel, S. Feizi, T. Goldstein, F. Huang, &#8220;A Technical Report on Erasing the Invisible: The 2024 NeurIPS Competition on Stress Testing Image Watermarks,&#8221; Neural Information Processing Systems (NeurIPS), San Diego, CA, 2025.<\/li>\n<li>Y. Wei, L. Zhao, J. Sun, K. Lin, J. Yin, J. Hu, Y. Zhang, E. Yu, H. Lv, Z. Weng, J. Wang, C. Han, Y. Peng, Q. Han, Z. Ge, X. Zhang, D. Jiang, and V. M. Patel, &#8220;Open Vision Reasoner: Transferring Linguistic Cognitive Behavior for Visual Reasoning,&#8221; Neural Information Processing Systems (NeurIPS), San Diego, CA, 2025.<\/li>\n<li>M. Perera and V. M. Patel, \u201cDebias-DPO: Debiasing Diffusion-based Face Image Generation with Direct Preference Optimization,&#8221; IEEE International Joint Conference on Biometrics (IJCB), Osaka, Japan, 2025.<\/li>\n<li>N. Zhaksylyk, I. Almakky, J. N. Paranjape, S. S Vedula, S Sikder, V. M. Patel, and M. Yaqub, \u201cRP-SAM2: Refining Point Prompts for Stable Surgical Instrument Segmentation,&#8221; British Machine Vision Conference (BMVC), Sheffield, UK, 2025.<\/li>\n<li>K. Narayan, V. VS, R. Chellappa, and V. M. Patel, \u201cFaceXFormer: A Unified Transformer for Facial Analysis,&#8221; International Conference on Computer Vision (ICCV), Honolulu, HI, 2025.<\/li>\n<li>N. G. Nair, S. Kaza, X. Luo, V. M. Patel, S. Lombardi, and J. Park, \u201cScaling Transformer-Based Novel View Synthesis Models with Token Disentanglement and Synthetic Data,&#8221; International Conference on Computer Vision (ICCV), Honolulu, HI, 2025.<\/li>\n<li>M. Zhou, K. Ye, M. Delbracio, P. Milanfar, V. M. Patel, H. Talebi , \u201cUniRes: Universal Image Restoration for Complex DegradationsInternational Conference on Computer Vision (ICCV), Honolulu, HI, 2025.<\/li>\n<li>K. Zhang, Y. Huang, W. Liu, Y. Wang, V. M. Patel, L. Lu, X. Han, D. Jin, and K. Yan, \u201cHarmonySeg: Tubular Structure Segmentation with Deep-Shallow Feature Fusion and Growth-Suppression Balanced Loss,&#8221; International Conference on Computer Vision (ICCV), Honolulu, HI, 2025.<\/li>\n<li>N. Shah, B. Safaei, S. Sikder, S. Vedula, and V. M. Patel, \u201cStepAL: Step-aware Active Learning for Cataract Surgical Videos,&#8221; Medical Image Computing and Computer Assisted Intervention (MICCAI), Daejeon, Republic of Korea, 2025.<\/li>\n<li>A. Rahman, J. M. Jose, and V. M. Patel, \u201cInvestigating Data Replication in Medical Synthetic Image Generation with Diffusion Models&#8221;, IEEE International Conference on Image Processing (ICIP), Anchorage, AK, 2025.<\/li>\n<li>B. Safaei, V. VS, and V. M. Patel, \u201cCertainty Uncertainty Guised Active Domain Adaptation&#8221;, IEEE International Conference on Image Processing (ICIP), Anchorage, AK, 2025.<\/li>\n<li>Y. Wei, L. Zhao, K. Lin, E. Yu, Y. Peng, R. dong, J. sun, H. Wei, Z. Ge, X. Zhang, and V. M. Patel, &#8220;Perception in reflection&#8221;, International Conference on Machine Learning (ICML), Vancouver, Canada, 2025.<\/li>\n<li>D. Y. Ranasinghe, V. Vs, J. Uplinger, C. M. De Melo, and V. M. Patel, &#8220;Zero-shot scene understanding for automatic target recognition using large vision-language models,&#8221; IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), Tainan, Taiwan, 2025.<\/li>\n<li>W. G. C Bandara, C. M. De Melo, and V. M. Patel, &#8220;Guarding Barlow Twins against overfitting with mixed samples,&#8221; IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), Tainan, Taiwan, 2025.<\/li>\n<li>A. Rahman, V. M. Patel, and K. Green, &#8220;GenVOG: A diffusion probabilistic framework for patient-independent pose-guided Nystagmus video-oculography (VOG) generation,&#8221; Medical Image Understanding and Analysis (MIUA), Leeds, UK, 2025.<\/li>\n<li>N. G. Nair, K. Narayan, M. Suin, R. P. Kathirvel, J. Xu, S. Stevens, J. Gleason, N. Shnidman, R. Chellappa, and V. M. Patel, &#8220;Improved representation learning for unconstrained face recognition&#8221;, IEEE International Conference on Automatic Face and Gesture Recognition (FG), Clearwater, FL, 2025.<\/li>\n<li>M. Perera, K. Narayan, and V. M. Patel, &#8220;Investigating social biases in multimodal LLMs&#8221;, IEEE International Conference on Automatic Face and Gesture Recognition (FG), Clearwater, FL, 2025.<\/li>\n<li>K. Zhang and V. M. Patel, &#8220;MedCL: Learning Consistent Anatomy Distribution for Scribble-supervised Medical Image segmentation&#8221;, Medical Imaging with Deep Learning (MIDL), Salt Lake City, UT, 2025.<\/li>\n<li>Y. Korkmaz and V. M. Patel, &#8220;I2I-Galip: Unsupervised Medical Image Translation Using Generative Adversarial CLIP&#8221;, Medical Imaging with Deep Learning (MIDL), Salt Lake City, UT, 2025.<\/li>\n<li>N. Shah, M. Xia, S. Vijay, S. Sikder, S. S. Vedula, and V. M. Patel, &#8220;A Vision Foundation Model for Cataract Surgery Using Joint-Embedding Predictive Architecture&#8221;, Medical Imaging with Deep Learning (MIDL), Salt Lake City, UT, 2025.<\/li>\n<li>D. Jayasundara, H. Zhao, D. Labate, V. M. Patel, &#8220;MIRE: Matched Implicit Neural Representations&#8221;, IEEE\/CVF Computer Vision and Pattern Recognition Conference (CVPR), Nashville, TN, 2025.<\/li>\n<li>K. Mei, V. M. Patel, M. Sahraee-Ardakan, H. Talebi, P. Milanfar, M. Delbracio,&nbsp; &#8220;The power of context: how multimodality improves image super-resolution&#8221;, IEEE\/CVF Computer Vision and Pattern Recognition Conference (CVPR), Nashville, TN, 2025.<\/li>\n<li>D. Hegde, R. Yasarla, H. Cai, S. Han, A. Bhattacharyya, S. Mahajan, L. Liu, R. Garrepalli, V. M. Patel, F. Porikli, &#8220;Distilling multi-modal large language models for autonomous driving&#8221;, IEEE\/CVF Computer Vision and Pattern Recognition Conference (CVPR), Nashville, TN, 2025.<\/li>\n<li>B. Safaei, F. Siddiqui, J. Xu, V. M. Patel, S-Y. Lo, &#8220;Filter images first, generate instructions later: pre-instruction data selection for visual instruction tuning&#8221;, IEEE\/CVF Computer Vision and Pattern Recognition Conference (CVPR), Nashville, TN, 2025.<\/li>\n<li>Y. Mei, M. He, L. Ma, J. Philip, W. Xian, D. M. George, X. Yu, G. Dedic, A. L. Ta\u015fel, N. Yu, V. M. Patel, P. Debevec, &#8220;Lux Post Facto: Learning Portrait Performance Relighting with Conditional Video Diffusion and a Hybrid Dataset&#8221;, IEEE\/CVF Computer Vision and Pattern Recognition Conference (CVPR), Nashville, TN, 2025.<\/li>\n<li>J. Xu, S-Y. Lo, B. Safaei, V. M. Patel, I. Dwivedi, &#8220;Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Models&#8221;, IEEE\/CVF Computer Vision and Pattern Recognition Conference (CVPR), Nashville, TN, 2025.<\/li>\n<li>S. Rajagopalan, N. G. Nair, J. N. Paranjape, V. M. Patel, &#8220;GenDeg: Diffusion-Based Degradation Synthesis for Generalizable All-in-One Image Restoration&#8221;, IEEE\/CVF Computer Vision and Pattern Recognition Conference (CVPR), Nashville, TN, 2025.<\/li>\n<li>D. Jayasundara, S. Rajagopalan, Y. L. Ranasinghe, T. Tran, V. M. Patel, &#8220;SINR: Sparsity Driven Compressed Implicit Neural Representations&#8221;, IEEE\/CVF Computer Vision and Pattern Recognition Conference (CVPR), Nashville, TN, 2025.<\/li>\n<li>K. Srivatsan, F. Shamshad, M. Naseer, V. M. Patel, K. Nandakumar, &#8220;STEREO: A Two-Stage Framework for Adversarially Robust Concept Erasing from Text-to-Image Diffusion Models&#8221;, IEEE\/CVF Computer Vision and Pattern Recognition Conference (CVPR), Nashville, TN, 2025.<\/li>\n<li>Hegde, S. Lohit, K-C. Peng, M. Jones, and V. M. Patel, \u201cMultimodal 3D Object Detection on Unseen Domains,\u201d Workshop on Autonomous Driving in conjunction with IEEE\/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Nashville, TN, 2025.<\/li>\n<li>S. Rajagopalan, and V. M. Patel, &#8220;Low-rank adaptation-based all-weather removal for autonomous navigation&#8221;, IEEE International Conference on Robotics and Automation (ICRA), Atlanta, GA, 2025.<\/li>\n<li>K. Mei, M. Zhou, and V. M. Patel, \u201cA simple diffusion transformer on unified video, 3D, and game field generation&#8221;, International Conference on Learning Representations (ICLR), Singapore, 2025.<\/li>\n<li>D. Jayasundara, H. Zhao, D. Labate, and V. M. Patel, \u201cPIN: Prolate spheroidal wave function-based implicit neural representations&#8221;, International Conference on Learning Representations (ICLR), Singapore, 2025.<\/li>\n<li>K. Narayan, V. VS, and V. M. Patel, &#8220;SegFace: face segmentation of long-tail classes,&#8221; AAAI Conference on Artificial Intelligence (AAAI), Philadelphia, PA, 2025.<\/li>\n<li>S. Rajagopalan, and V. M. Patel, &#8220;AWRaCLe: All-weather image restoration using visual in-context learning,&#8221; AAAI Conference on Artificial Intelligence (AAAI), Philadelphia, PA, 2025<\/li>\n<li>R. Li, L. Chen, Z. Zhang, V. Jampani, V. M. Patel, and L. Zhang, &#8220;SyncNoise: Geometrically consistent noise prediction for instruction-based 3D editing,&#8221; AAAI Conference on Artificial Intelligence (AAAI), Philadelphia, PA, 2025.<\/li>\n<li>N. G. Nair, V. VS, and V. M. Patel, &#8220;Diffusion-DeRep: Removing sample replication during diffusion inference,&#8221; IEEE International Symposium on Biomedical Imaging (ISBI), Houston, TX, 2025.<\/li>\n<li>M. Xia, N. Shah, S. Vedula, V. M. Patel, and S. Sikder, &#8220;Leveraging graph attention networks for targeted feedback from operating room surgery videos,&#8221; IEEE International Symposium on Biomedical Imaging (ISBI), Houston, TX, 2025.<\/li>\n<li>N. Shah, S. Sikder, S. Vedula and V. M. Patel, &#8220;Step detection in cataract surgery videos,&#8221; IEEE International Symposium on Biomedical Imaging (ISBI), Houston, TX, 2025.<\/li>\n<li>V. VS, N. G. Nair, and V. M. Patel, &#8220;MedDataset: synthesizing infinite image and segmentation data using diffusion models,&#8221; IEEE International Symposium on Biomedical Imaging (ISBI), Houston, TX, 2025.<\/li>\n<li>N. Shah, W. G. C. Bandara, S. Sikder, S. Vedula, and V. M. Patel, &#8220;CSMAE: cataract surgical masked autoencoder (MAE) based pre-training,&#8221; IEEE International Symposium on Biomedical Imaging (ISBI), Houston, TX, 2025.<\/li>\n<li>N. Shah, I. D. Ali, R. Nanawati, A. Shaheen, I. L. Catterson, V. M. Patel, S. Vedula, and S. Sikder, &#8220;Classification of surgeons&#8217; gender from videos of the surgical field,&#8221; IEEE International Symposium on Biomedical Imaging (ISBI), Houston, TX, 2025.<\/li>\n<li>V. Kilic, D. Hegde, A. B. Cooper, V. M. Patel and M. Foster, &#8220;LiDAR Light Scattering Augmentation (LISA): Physics-based simulation of adverse weather conditions for 3D object detection ,&#8221; IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Hyderabad, India, 2025.<\/li>\n<li>K. Mei, N. G. Nair, and V. M. Patel, &#8220;Improving conditional diffusion models through re-noising from unconditional diffusion priors,&#8221; IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, AZ, 2025 .<\/li>\n<li>W. G. C. Bandara, N. G. Nair, and V. M. Patel, &#8220;DDPM-CD: Denoising diffusion probabilistic models as feature extractors for remote sensing change detection,&#8221; IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, AZ, 2025<\/li>\n<li>J. N. Paranjape, C. M. de Melo, and V. M. Patel, &#8220;A Mamba-based siamese network for remote sensing change detection,&#8221; IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, AZ, 2025.<\/li>\n<li>W. G. C. Bandara and V. M. Patel, &#8220;Deep metric learning for unsupervised remote sensing change detection,&#8221; IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, AZ, 2025.<\/li>\n<li>Y. Korkmaz and V. M. Patel, &#8220;MambaRecon: MRI reconstruction with structured state space models,&#8221; IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, AZ, 2025.<\/li>\n<li>A. Rahman, M. Perera, and V. M. Patel, &#8220;Frame by familiar frame: understanding replication in video diffusion models,&#8221; IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, AZ, 2025.<\/li>\n<li>K. Narayan, N. G. Nair, R. Chellappa, and V. M. Patel, &#8220;PETALface: Parameter efficient transfer learning for low-resolution face recognition,&#8221; IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, AZ, 2025.<\/li>\n<li>B. Safaei and V. M. Patel, &#8220;Active learning for vision language models,&#8221; IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, AZ, 2025.<\/li>\n<li>J. M. Jose, R. Garg, A. Toor, X. Tong, W. Xi, A. Lugmayr, V. M. Patel, and A. Menini, &#8220;ReBotNet: fast real-time video enhancement,&#8221; IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, AZ, 2025.<\/li>\n<\/ol>\n<\/div>\n<div class=\"kc-elm kc-css-2922186 kc-title-wrap \">\n<h1 class=\"kc_title\">2024<\/h1>\n<\/div>\n<div class=\"kc-elm kc-css-3165953 kc_text_block\">\n<ol>\n<li>J. N. Paranjape, S. Sikder, S. S. Vedula, and V. M. Patel, &#8220;Federated black-box adaptation for semantic segmentation, Conference on Neural Information Processing System (NeurlPS), Vancouver, Canada, 2024.<\/li>\n<li>Y. Mei, J. Xu, and V. M. Patel, &#8220;ReGS: Reference-based controllable scene stylization with Gaussian splatting&#8221;, Conference on Neural Information Processing System (NeurlPS), Vancouver, Canada, 2024.<\/li>\n<li>J. Xu, Y. Mei, and V. M. Patel, &#8220;Wild-GS: Real-time novel view synthesis from unconstrained photo collections&#8221;, Conference on Neural Information Processing System (NeurlPS), Vancouver, Canada, 2024.<\/li>\n<li>N. G. Nair, J. M. Jose, and V. M. Patel, &#8220;MaxFusion: Plug &amp; Play multi-modal generation in text-to-image diffusion models,&#8221; European Conference on Computer Vision (ECCV), Milan, Italy, 2024.<\/li>\n<li>R. Li, Z. Zhang, C. He, Z. Ma, V. M. Patel, and L. Zhang, &#8220;Dense multimodal alignment for open-vocabulary 3D scene understanding,&#8221; European Conference on Computer Vision (ECCV), Milan, Italy, 2024.<\/li>\n<li>S. Sharifi, T. Entesari, B. Safaei, V. M. Patel, and M. Fazlyab, &#8220;Gradient-based out-of-distribution detection,&#8221; European Conference on Computer Vision (ECCV), Milan, Italy, 2024.<\/li>\n<li>D. Hegde, S. Lohit, K-C. Peng, M. Jones, and V. M. Patel, &#8220;Equivariant spatio-temporal self-supervision for LiDAR object detection,&#8221; European Conference on Computer Vision (ECCV), Milan, Italy, 2024.<\/li>\n<li>J. Xu, M. Liao, R. P. Kathirvel, and V. M. Patel, &#8220;Leveraging thermal modality to enhance reconstruction in low-light conditions,&#8221; European Conference on Computer Vision (ECCV), Milan, Italy, 2024.<\/li>\n<li>A. Bozzitelli, P. Cavasinni di Benedetto, M. De Marsico, X. Di, and V. M. Patel, &#8220;Fine-grained rebalancing of datasets for correct demographic classification,&#8221; International Conference on Content-Based Multimedia Indexing (CBMI), Reykjavik, Iceland, 2024.<\/li>\n<li>J. Warner, and V. M. Patel, &#8220;Towards multi-class open-set recognition by use of lower dimensional latent space embeddings,&#8221; IEEE International Conference on Machine Learning and Applications (ICMLA), Miami, FL, 2024.<\/li>\n<li>K. Zhang, and V. M. Patel, &#8220;ModelMix: A new model-mixup strategy to minimize vicinal risk across tasks for few-scribble based cardiac segmentation,&#8221; Medical Image Computing and Computer Assisted Intervention (MICCAI), Marrakesh, Morocco, 2024.<\/li>\n<li>J. Paranjape, S. Sikder, S. Vedula, and V. M. Patel, &#8220;Blackbox adaptation for medical image segmentation,&#8221; Medical Image Computing and Computer Assisted Intervention (MICCAI), Marrakesh, Morocco, 2024.<\/li>\n<li>J. Paranjape, S. Sikder, S. Vedula, and V. M. Patel, &#8220;S-SAM: SVD-based fine-tuning of segment anything model for medical image segmentation,&#8221; Medical Image Computing and Computer Assisted Intervention (MICCAI), Marrakesh, Morocco, 2024.<\/li>\n<li>J. Paranjape, N. K. Nair, S. Sikder, S. Vedula, and V. M. Patel, &#8220;AdaptiveSAM: Towards efficient tuning of SAM for surgical scene segmentation,&#8221; Medical Image Understanding and Analysis (MIUA), Manchester, UK, 2024.<\/li>\n<li>S-Y Lo and V. M. Patel, &#8220;Adaptive batch normalization networks for adversarial robustness,&#8221; IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), Niagara Falls, Canada, 2024.<\/li>\n<li>A. Rahman and V. M. Patel, &#8220;UltraMAE: multi-modal masked autoencoder for ultrasound pre-training\u201d, Medical Imaging with Deep Learning (MIDL), Paris, France, 2024.<\/li>\n<li>V. VS, J. M. Jose, and V. M. Patel, &#8220;Target and task specific source-free domain adaptive image segmentation\u201d, Medical Imaging with Deep Learning (MIDL), Paris, France, 2024.<\/li>\n<li>J. M. Jose, Y. Tang, D. Yang, Z. Xu, C. Zhao, W. Li, V. M. Patel, B. A. Landman, D. Xu, Y. He, V. Nath , &#8220;Disruptive autoencoders: leveraging low-level features for 3D medical Image pre-training\u201d, Medical Imaging with Deep Learning (MIDL), Paris, France, 2024.<\/li>\n<li>D. Y. L. Ranasinghe and V. M. Patel, &#8220;Crowd detection via point localization with diffusion models&#8221;, IEEE International Conference on Automatic Face and Gesture Recognition (FG), Istanbul, Turkey, 2024.<\/li>\n<li>K. Narayan and V. M. Patel, &#8220;Hyp-OC: Hyperbolic one class classifier for face anti-spoofing&#8221;, IEEE International Conference on Automatic Face and Gesture Recognition (FG), Istanbul, Turkey, 2024.<\/li>\n<li>W. G. C. Bandara and V. M. Patel, &#8220;Attention Prompt Tuning: parameter-efficient adaptation of pre-trained models for action recognition&#8221;, IEEE International Conference on Automatic Face and Gesture Recognition (FG), Istanbul, Turkey, 2024.<\/li>\n<li>N. Shah, V. VS, and V. M. Patel, &#8220;LQMFormer: Language-aware query mask transformer for referring image segmentation&#8221;, IEEE\/CVF Computer Vision and Pattern Recognition Conference (CVPR), Seattle, WA, 2024.<\/li>\n<li>Y. Mei, Y. Zeng, H. Zhang, Z. Shu, X. Zhang, S. Bi, J. Zhang, HJ Jung, and V. M. Patel, &#8220;Holo-relighting: Controllable volumetric portrait relighting from a single image&#8221;, IEEE\/CVF Computer Vision and Pattern Recognition Conference (CVPR), Seattle, WA, 2024.<\/li>\n<li>Y. Zeng, V. M. Patel, H. Wang, X. Huang, T-C Wang, M-Y Liu, and Y Balaji , &#8220;JeDi: Joint-image diffusion models for finetuning-free personalized text-to-image generation&#8221;, IEEE\/CVF Computer Vision and Pattern Recognition Conference (CVPR), Seattle, WA, 2024.<\/li>\n<li>Q. Zhang, L. Wang, V. M. Patel, X. Xie, and J. Lai, &#8220;View-decoupled transformer for person re-identification under aerial-ground camera network&#8221;, IEEE\/CVF Computer Vision and Pattern Recognition Conference (CVPR), Seattle, WA, 2024.<\/li>\n<li>D. Y. L. Ranasinghe, N. G. Nair, W. G. C. Bandara, and V. M. Patel, &#8220;CrowdDiff: Multi-hypothesis crowd density estimation using diffusion models&#8221;, IEEE\/CVF Computer Vision and Pattern Recognition Conference (CVPR), Seattle, WA, 2024.<\/li>\n<li>D. Y. L. Ranasinghe, D. B. Hegde, and V. M. Patel, &#8220;MonoDiff: Monocular 3D object detection and pose estimation with diffusion models&#8221;, IEEE\/CVF Computer Vision and Pattern Recognition Conference (CVPR), Seattle, WA, 2024.<\/li>\n<li>K. Mei, M. Delbracio, H. Talebi, Z. Tu, V. M. Patel, P. Milanfar, &#8220;CoDi: Conditional diffusion distillation for higher-fidelity and faster image generation&#8221;, IEEE\/CVF Computer Vision and Pattern Recognition Conference (CVPR), Seattle, WA, 2024.<\/li>\n<li>B. Safaei and V. VS and C. M. de Melo and V. M. Patel, &#8220;Entropic open-set active learning,&#8221; AAAI Conference on Artificial Intelligence (AAAI), Vancouver, Canada, 2024.<\/li>\n<li>D. Hegde and V. M. Patel, &#8220;Attentive prototypes for source-free unsupervised domain adaptive 3D object detection,&#8221; IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa Village, HI, 2024.<\/li>\n<li>R. Yasarla, J. M. Jose, V. Sindagi and V. M. Patel, &#8220;Self-supervised denoising transformer with Gaussian process,&#8221; IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa Village, HI, 2024.<\/li>\n<li>R. Yasarla, R. Weng, W. Choi, V. M. Patel, and A. Sadeghian, &#8220;3SD: Self-supervised saliency detection with No labels,&#8221; IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa Village, HI, 2024.<\/li>\n<li>M. Suin, N. G. Nair, C. P. Lau, V. M. Patel, and R. Chellappa, &#8220;Diffuse and restore: A region-adaptive diffusion model for identity-preserving blind face restoration,&#8221; IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa Village, HI, 2024.<\/li>\n<li>K. Mei, L. Figueroa, Z. Lin, Z. Ding, S. Cohen, and V. M. Patel, &#8220;Latent feature-guided diffusion models for shadow removal,&#8221; IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa Village, HI, 2024.<\/li>\n<\/ol>\n<\/div>\n<div class=\"kc-elm kc-css-2922186 kc-title-wrap \">\n<h1 class=\"kc_title\">2023<\/h1>\n<\/div>\n<div class=\"kc-elm kc-css-3165953 kc_text_block\">\n<ol>\n<li>M. Perera and V. M. Patel, &#8220;Analyzing bias in diffusion-based face generation models,&#8221; IEEE International Joint Conference on Biometrics (IJCB), Ljubljana, Slovenia, 2023.<\/li>\n<li>N. G. Nair and V. M. Patel, &#8220;Uncertainty aware kernel estimation and edge preserving attention for blind image deblurring&#8221;, IEEE workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Los Sue\u00f1os, Costa Rica, 2023.<\/li>\n<li>B. Safaei, V. VS, C. M. de Melo, S. Hu and V. M. Patel, &#8220;Open-Set Automatic Target Recognition,&#8221; IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island, Greece, 2023.<\/li>\n<li>N. G. Nair, A. Cherian, S. Lohit, Y. Wang, T. Koike-Akino, V. M. Patel, and T. Marks, &#8220;Steered diffusion: diffusion models can perform zero-shot conditional generation,&#8221; IEEE\/CVF International Conference on Computer Vision (ICCV), Paris, France, 2023.<\/li>\n<li>D. Hegde, J. M. Jose, and V. M. Patel, &#8220;CLIP goes 3D: leveraging prompt tuning for language grounded 3D recognition,&#8221; ICCV 2023 Workshop on Open-Vocabulary 3D Scene Understanding (ICCVW), Paris, France, 2023.<\/li>\n<li>Y. Korkmaz, T. Cukur, and V. M. Patel, &#8220;Self-supervised MRI reconstruction with unrolled diffusion models,&#8221; International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Vancouver, Canada, 2023.<\/li>\n<li>N. Shah, S. Sikder, S. Vedula, and V. M. Patel, &#8220;GLSFormer : Gated &#8211; long, short sequence transformer for step recognition in surgical videos,&#8221; International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Vancouver, Canada, 2023.<\/li>\n<li>J. Paranjape, S. Sikder, V. M. Patel, and S. Vedula, &#8220;Cross-dataset adaptation for instrument classification in cataract surgery videos,&#8221; International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Vancouver, Canada, 2023.<\/li>\n<li>N. G. Nair, W. G. C. Bandara, and V. M. Patel, &#8220;Unite and conquer: plug &amp; play multi-modal synthesis using diffusion models,&#8221; IEEE \/ CVF Computer Vision and Pattern Recognition Conference (CVPR), Vancouver, Canada, 2023.<\/li>\n<li>W. G. C. Bandara, N. Patel, A. Gholami, M. Nikkhah, M. Agrawal, and V. M. Patel, &#8220;AdaMAE: adaptive masking for efficient spatiotemporal learning with masked autoencoders,&#8221; IEEE \/ CVF Computer Vision and Pattern Recognition Conference (CVPR), Vancouver, Canada, 2023.<\/li>\n<li>V. VS, N. Yu, C. Xing, C. Qin, M. Gao, J. C. Niebles, V. M. Patel, and Ran Xu, &#8220;Open-vocabulary instance segmentation without manual mask annotations,&#8221; IEEE \/ CVF Computer Vision and Pattern Recognition Conference (CVPR), Vancouver, Canada, 2023.<\/li>\n<li>Y. Mei, H. Zhang, X. Zhang, J. Zhang, Z. Shu, Y. Wang, Z. Wei, S. Yan, HJ Jung, and V. M. Patel, &#8220;LightPainter: interactive portrait relighting with freehand scribble,&#8221; IEEE \/ CVF Computer Vision and Pattern Recognition Conference (CVPR), Vancouver, Canada, 2023.<\/li>\n<li>Y. Zeng, Z. Lin, J. Zhang, Q. Liu, J. Collomosse, J. Kuen and V. M. Patel, &#8220;SceneComposer: any-level semantic image synthesis ,&#8221; IEEE \/ CVF Computer Vision and Pattern Recognition Conference (CVPR), Vancouver, Canada, 2023.<\/li>\n<li>A. Rahman, J. M. Jose, I. Hacihaliloglu, and V. M. Patel, &#8220;Ambiguous medical image segmentation using diffusion models ,&#8221; IEEE \/ CVF Computer Vision and Pattern Recognition Conference (CVPR), Vancouver, Canada, 2023.<\/li>\n<li>V. VS, P. Oza and V. M. Patel, &#8220;Instance relation graph guided source-free domain adaptive object detection,&#8221; IEEE \/ CVF Computer Vision and Pattern Recognition Conference (CVPR), Vancouver, Canada, 2023.<\/li>\n<li>S-Y. Lo, P. Oza, S. Chennupati, A. Galindo, and V. M. Patel, &#8220;Spatio-temporal pixel-level contrastive learning-based source-free domain adaptation for video semantic segmentation,&#8221; IEEE \/ CVF Computer Vision and Pattern Recognition Conference (CVPR), Vancouver, Canada, 2023.<\/li>\n<li>J. M. Jose, P. Guo, V. VS, and V. M. Patel, &#8220;On-the-fly test-time adaptation for medical image segmentation,&#8221; Medical Imaging with Deep Learning (MIDL), Nashville, TN, 2023.<\/li>\n<li>P. Guo and V. M. Patel, &#8220;Reference-based MRI reconstruction using texture transformer,&#8221; Medical Imaging with Deep Learning (MIDL), Nashville, TN, 2023.<\/li>\n<li>J. M. Jose, H. Zhang, J. Zhang, Y. Wang, Z. Lin, J. Echevarria, Y. Ma, Z. Wei, K. Sunkavalli, and V. M. Patel, &#8220;Interactive portrait harmonization,&#8221; International Conference on Learning Representations (ICLR), Kigali, Rwanda, 2023.<\/li>\n<li>D. Hegde, V. Kilic, V. Sindagi, A. B. Cooper, M. Foster, and V. M. Patel, &#8220;Source-free unsupervised domain adaptation for 3D object detection in adverse weather,&#8221; IEEE International Conference on Robotics and Automation (ICRA), London, UK, 2023.<\/li>\n<li>K. Mei and V. M. Patel, &#8220;VIDM: Video implicit diffusion models,&#8221; AAAI Conference on Artificial Intelligence (AAAI), Washington, DC, 2023.<\/li>\n<li>J. Shang, Y. Zeng, X. Qiao, X. Qiao, R. Zhang, G. Sun, V. M. Patel, and H. Fu, &#8220;JR2Net: Joint monocular 3D face reconstruction and reenactment,&#8221; AAAI Conference on Artificial Intelligence (AAAI), Washington, DC, 2023.<\/li>\n<li>J. M. Jose and V. M. Patel, &#8220;Fine-context shadow detection using shadow removal,&#8221; IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa Village, HI, 2023.<\/li>\n<li>V. VS, P. Oza, and V. M. Patel, &#8220;Towards online domain adaptive object detection,&#8221; IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa Village, HI, 2023.<\/li>\n<li>N. G. Nair, K. Mei, and V. M. Patel, &#8220;AT-DDPM: restoring faces degraded by atmospheric turbulence using denoising diffusion probabilistic models,&#8221; IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa Village, HI, 2023.<\/li>\n<li>N. G. Nair and V. M. Patel, &#8220;T2V-DDPM: Thermal to visible face translation using denoising diffusion probabilistic models,&#8221; IEEE International Conference on Automatic Face and Gesture Recognition (FG), Waikoloa Village, HI, 2023.<\/li>\n<\/ol>\n<\/div>\n<section class=\"kc-elm kc-css-4330943 kc_row\">\n<div class=\"kc-row-container  kc-container\">\n<div class=\"kc-wrap-columns\">\n<div class=\"kc-elm kc-css-1243163 kc_col-sm-12 kc_column kc_col-sm-12\">\n<div class=\"kc-col-container\">\n<div class=\"kc-elm kc-css-2922186 kc-title-wrap \">\n<h1 class=\"kc_title\">2022<\/h1>\n<\/div>\n<div class=\"kc-elm kc-css-3165953 kc_text_block\">\n<ol>\n<li>Y. Mei, P. Guo, M. Zhou, and V. M. Patel, &#8220;Resource-adaptive federated learning with all-in-one neural composition,&#8221; Conference on Neural Information Processing Systems (NeurIPS), New Orleans, LA, 2022.<\/li>\n<li>S-Y Lo and V. M. Patel, &#8220;Exploring adversarially robust training for unsupervised domain adaptation,&#8221; Asian Conference on Computer Vision (ACCV), Macau SAR, China, 2022.<\/li>\n<li>S-Y Lo, W. Wang, J. Thomas, J. Zheng, V. M. Patel, C-H Kuo, &#8220;Learning feature decomposition for domain adaptive monocular depth estimation,&#8221; IEEE\/RSJ International Conference on Intelligent Robots and Systems (IROS), Kyoto, Japan, 2022.<\/li>\n<li>R. Yasarla, C. Priebe, and V. M. Patel, &#8220;ART-SS: An adaptive rejection technique for semi-supervised restoration for adverse weather-affected images,&#8221; European Conference on Computer Vision (ECCV), Tel Aviv, Israel, 2022.<\/li>\n<li>D. B. Sam, A. Agarwalla, J. Joseph, V. Sindagi, V. Babu, and V. M. Patel, &#8220;Completely self-supervised crowd counting via distribution matching,&#8221; European Conference on Computer Vision (ECCV), Tel Aviv, Israel, 2022.<\/li>\n<li>K. Mei, V. M. Patel, and R. Huang, &#8220;Deep semantic statistics matching (D2SM) denoising network,&#8221; European Conference on Computer Vision (ECCV), Tel Aviv, Israel, 2022.<\/li>\n<li>P. Guo, D. Yang, A. Hatamizadeh, A. Xu, Z. Xu, W. Li, C. Zhao, D. Xu, S. Harmon, E. Turkbey, B. Turkbey, B. Wood, F. Patella, E. Stellato, G. Carrafiello, V. M. Patel, and H. Roth, &#8220;Auto-FedRL: Federated hyperparameter optimization for multi-institutional medical image segmentation,&#8221; European Conference on Computer Vision (ECCV), Tel Aviv, Israel, 2022.<\/li>\n<li>K. Mei, Y. Mei, and V. M. Patel. &#8220;Thermal to visible image synthesis under atmospheric turbulence&#8221;, IEEE International Conference on Image Processing (ICIP), Bordeaux, France, 2022.<\/li>\n<li>N. G. Nair, K. Mei, and V. M. Patel. &#8220;A comparison of different atmospheric turbulence simulation methods for image restoration&#8221;, IEEE International Conference on Image Processing (ICIP), Bordeaux, France, 2022.<\/li>\n<li>N. G. Nair, R. Yasarla and V. M. Patel. &#8220;NBD-GAP: Non-blind image deblurring without clean target images&#8221;, IEEE International Conference on Image Processing (ICIP), Bordeaux, France, 2022.<\/li>\n<li>V. VS, J. M. Jose, P. Oza and V. M. Patel. &#8220;Image fusion transformer&#8221;, IEEE International Conference on Image Processing (ICIP), Bordeaux, France, 2022.<\/li>\n<li>V. VS, P. Oza, V. A. Sindagi and V. M. Patel. &#8220;Mixture of teacher experts for source-free domain adaptive object detection&#8221;, IEEE International Conference on Image Processing (ICIP), Bordeaux, France, 2022.<\/li>\n<li>J. M. Jose and V. M. Patel, &#8220;UNeXt: MLP-based rapid medical image segmentation network,&#8221; International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Singapore, 2022.<\/li>\n<li>C. Peng, P. Guo, K. S. Zhou, V. M. Patel, and R. Chellappa, &#8220;Towards performant and reliable undersampled MR reconstruction via diffusion model sampling,&#8221; International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Singapore, 2022.<\/li>\n<li>A. Rahman, J. M. Jose, I. Hacihaliloglu, and V. M. Patel, &#8220;Simultaneous bone and shadow segmentation network using task correspondence consistency,&#8221; International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Singapore, 2022.<\/li>\n<li>A. Rahman, W. G. C. Bandara, J. M. Jose, I. Hacihaliloglu, and V. M. Patel, &#8220;Orientation-guided graph convolutional network for bone surface segmentation,&#8221; International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Singapore, 2022.<\/li>\n<li>R. Yasarla, H. R. V. Joze, and V. M. Patel, &#8220;Network architecture search for face enhancement,&#8221; European Signal Processing Conference (EUSIPCO), Belgrade, Serbia, 2022.<\/li>\n<li>M. V. Perera, W. G. C. Bandara, J. M. Jose, and V. M. Patel, &#8220;Transformer-based SAR image despecking,&#8221; International Geoscience and Remote Sensing Symposium (IGARSS), Kuala Lumpur, Malaysia, 2022.<\/li>\n<li>M. V. Perera, W. G. C. Bandara, J. M. Jose, and V. M. Patel, &#8220;SAR despecking using overcomplete convolutional networks,&#8221; International Geoscience and Remote Sensing Symposium (IGARSS), Kuala Lumpur, Malaysia, 2022.<\/li>\n<li>W. G. C. Bandara and V. M. Patel, &#8220;A transformer-based Siamese network for change detection,&#8221; International Geoscience and Remote Sensing Symposium (IGARSS), Kuala Lumpur, Malaysia, 2022.<\/li>\n<li>Y. Mei, P. Guo, and V. M. Patel, &#8220;Escaping data scarcity for high-resolution heterogeneous face hallucination,&#8221; IEEE\/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, LA, 2022. <strong>Oral Presentation<\/strong><\/li>\n<li>M. Zhou and V. M. Patel, &#8220;Enhancing adversarial robustness for deep metric learning&#8221; IEEE\/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, LA, 2022.<\/li>\n<li>J. M. Jose, R. Yasarla, and V. M. Patel, &#8220;TransWeather: Transformer-based restoration of images degraded by adverse weather conditions,&#8221; IEEE\/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, LA, 2022.<\/li>\n<li>W. G. C. Bandara and V. M. Patel, &#8220;HyperTransformer: A textural and spectral feature fusion transformer for pansharpening,&#8221; IEEE\/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, LA, 2022.<\/li>\n<li>Y. Zeng, Z. Lin, and V. M. Patel, &#8220;SketchEdit: Mask-free local image manipulation with partial sketches,&#8221; IEEE\/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, LA, 2022.<\/li>\n<li>R. Yasarla, V. A. Sindagi, and V. M. Patel, &#8220;Unsupervised restoration of weather-affected images using deep Gaussian process-based CycleGAN,&#8221; IAPR International Conference on Pattern Recognition (ICPR), Montr\u00e9al, Canada, 2022.<\/li>\n<li>W. G. C. Bandara, J. M. Jose, and V. M. Patel, &#8220;SPIN Road Mapper: Extracting roads from aerial images via spatial and interaction space graph reasoning for autonomous driving,&#8221; IEEE International Conference on Robotics and Automation (ICRA), Philadelphia, PA, 2022. <strong>[ICRA 2022 Outstanding Automation Paper Finalist]<\/strong><\/li>\n<li>S. Pramanick, A. Roy, and V. M. Patel, \u201cMultimodal learning using optimal transport for sarcasm and humor detection ,\u201d IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa Village, HI, 2022. (pdf)<\/li>\n<li>V. VS, D. Poster, S. You, S. Hu, and V. M. Patel, \u201cMeta-UDA: unsupervised domain adaptive thermal object detection using meta-learning,\u201d IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa Village, HI, 2022. (pdf)<\/li>\n<\/ol>\n<\/div>\n<div class=\"kc-elm kc-css-4354943 kc-title-wrap \">\n<h1 class=\"kc_title\">2021<\/h1>\n<\/div>\n<div class=\"kc-elm kc-css-3188085 kc_text_block\">\n<div>&nbsp;<\/div>\n<ol>\n<li>R. Shao, B. Zhang, P. C. Yuen, and V. M. Patel, \u201cFederated test-time adaptive face presentation attack detection with dual-phase privacy preservation ,\u201d IEEE International Conference on Automatic Face and Gesture Recognition (FG), 2021.&nbsp; (Virtual Conference) (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2021\/10\/FG2021_AntiSpoofing_FL.pdf\">pdf<\/a>)<\/li>\n<li>X. Di, S. Hu, and V. M. Patel, \u201cHeterogeneous face frontalization via domain agnostic learning,\u201d IEEE International Conference on Automatic Face and Gesture Recognition (FG), 2021.&nbsp; (Virtual Conference)<\/li>\n<li>N. Peri, J. Gleason, C. D. Castillo, T. Bourlai, V. M. Patel, R. Chellappa, \u201c A synthesis-based approach for thermal-to-visible face verification ,\u201d IEEE International Conference on Automatic Face and Gesture Recognition (FG), 2021.&nbsp; (Virtual Conference)<\/li>\n<li>Y. Zeng, Z. Lin, H. Lu, and V. M. Patel, \u201cCR-Fill: generative image inpainting with auxiliary contextual reconstruction,\u201d IEEE\/CVF International Conference on Computer Vision (ICCV), 2021. (Virtual Conference)<\/li>\n<li>H. Che, J. Radbel, J. Sunderram, J. Nosher, V. M. Patel, I. Hacihaliloglu, \u201cMulti-feature multi-scale CNN-derived COVID-19 classification from lung ultrasound data,\u201d International Conference of the IEEE Engineering in Medicine Biology Society (EMBC), 2021. (Virtual Conference)<\/li>\n<li>J. M. Jose, P. Oza, I. Hacihaliloglu, and V. M. Patel, &#8220;Medical transformer: gated axial-attention for medical image segmentation&#8221;, International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Virtual Conference, 2021. (pdf)<\/li>\n<li>P. Guo, J. M. Jose, P. Wang, J. Zhou, S. Jiang, and V. M. Patel, &#8220;Over-and-under complete convolutional RNN for MRI reconstruction&#8221;, International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Virtual Conference, 2021. (pdf)<\/li>\n<li>P. Oza and V. M. Patel, &#8220;Federated learning-based active authentication on mobile devices&#8221;,&nbsp; International Joint Conference on Biometrics (IJCB), Virtual Conference, 2021. (pdf)<\/li>\n<li>R. Immidisetti, S. Hu and V. M. Patel, &#8220;Simultaneous face hallucination and translation for thermal to visible face verification using axial-GAN&#8221;, International Joint Conference on Biometrics (IJCB), Virtual Conference, 2021. (pdf)<\/li>\n<li>S-Y Lo and V. M. Patel, \u201cMultAV: Multiplicative adversarial videos,\u201d IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS), 2021.&nbsp;&nbsp;<\/li>\n<li>S-Y Lo, J. M. Jose, and V. M. Patel, &#8220;Overcomplete representations against adversarial videos,&#8221;&nbsp; IEEE International Conference on Image Processing (ICIP), Anchorage, AK, 2021. (pdf)<\/li>\n<li>S-Y Lo and V. M. Patel, &#8220;Error diffusion halftoning against adversarial examples,&#8221;&nbsp; IEEE International Conference on Image Processing (ICIP), Anchorage, AK, 2021. (pdf)<\/li>\n<li>R. Yasarla and V. M. Patel, &#8220;Learning to restore images degraded by atmospheric turbulence using uncertainty,&#8221;&nbsp; IEEE International Conference on Image Processing (ICIP), Anchorage, AK, 2021. (pdf) <strong>[Best Paper Award]<\/strong><\/li>\n<li>N. G. Nair and V. M. Patel, &#8220;Confidence guided network for atmospheric turbulence mitigation,&#8221;&nbsp; IEEE International Conference on Image Processing (ICIP), Anchorage, AK, 2021. (pdf)<\/li>\n<li>P. Guo, P. Wang, J. Zhou, S. Jiang, and V. M. Patel, &#8220;Multi-institutional collaborations for improving deep learning-based magnetic resonance image reconstruction using federated learning,&#8221; IEEE\/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Virtual Conference, 2021. (pdf)<\/li>\n<li>V. VS, P. Oza, V. A. Sindagi, V. Gupta, and V. M. Patel, &#8220;MeGA-CDA: memory guided attention for category-aware unsupervised domain adaptive object detection,&#8221; IEEE\/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Virtual Conference, 2021. (pdf)<\/li>\n<li>P. Perera and V. M. Patel, &#8220;Geometric transformation-based network ensemble&nbsp; for open-set recognition,&#8221; IEEE International Conference on Multimedia &amp; Expo (ICME), Virtual Conference, 2021. (pdf)<\/li>\n<li>J. M. Jose and V. M. Patel, \u201cOvercomplete deep subspace clustering networks,&#8221; IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV), Virtual Conference, 2021. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2020\/12\/ODSC_v1_camera_v1.pdf\">pdf<\/a>)<\/li>\n<li>H. Zhang, J. Zhang, F. Perazzi, Z. Lin and V. M. Patel, \u201cDeep image compositing,&#8221; IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV), Virtual Conference, 2021. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2020\/12\/0756.pdf\">pdf<\/a>)<\/li>\n<li>D. Poster, M. Thielke, R. Nguyen, S. Rajaraman, X. Di, C. N. Fondje, V. M. Patel, N. J. Short, B. S. Riggan, N. Nasrabadi, and S. Hu, \u201cA large-scale, time-sychronized visible and thermal face dataset,&#8221; IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV), Virtual Conference, 2021. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2020\/12\/1066.pdf\">pdf<\/a>)<\/li>\n<\/ol>\n<\/div>\n<div class=\"kc-elm kc-css-2075579 kc-title-wrap \">\n<h1 class=\"kc_title\">2020<\/h1>\n<\/div>\n<div class=\"kc-elm kc-css-2881414 kc_text_block\">\n<div>&nbsp;<\/div>\n<ol>\n<li>M. Abavisani, A. Naghizadeh, D. Metaxas, and V. M. Patel, \u201cDeep subspace clustering with data augmentation,&#8221; Conference on Neural Information Processing Systems (NeurIPS), Virtual Conference, 2020. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2020\/12\/NIPS20_cameraready_v1.pdf\">pdf<\/a>)<\/li>\n<li>P. Perera and V. M. Patel, \u201cA joint representation learning and feature modeling approach for one-class recognition,&#8221; International Conference on Pattern Recognition (ICPR), Virtual Conference, 2020. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2020\/12\/ICPR2020_one_class_final.pdf\">pdf<\/a>)<\/li>\n<li>V. A. Sindagi*, P. Oza*, R. Yasarla and V. M. Patel, \u201cPrior-based domain adaptive object detection for hazy and rainy conditions,&#8221; European Conference on Computer Vision (ECCV), Virtual Conference, 2020. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2020\/12\/prior_detection.pdf\">pdf<\/a>)<\/li>\n<li>P. Oza, H. V. Nguyen and V. M. Patel, \u201cMultiple class novelty detection under data distribution shift,&#8221; European Conference on Computer Vision (ECCV), Virtual Conference, 2020. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2020\/12\/multi_class_novelty_da.pdf\">pdf<\/a>)<\/li>\n<li>P. Oza and V. M. Patel, \u201cUtilizing patch-level activity patterns for multiple class novelty detection,&#8221; European Conference on Computer Vision (ECCV), Virtual Conference, 2020. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2020\/12\/utilizing_patch_novelty.pdf\">pdf<\/a>)<\/li>\n<li>R Shao, P. Perera, P. C. Yuen and V. M. Patel, \u201cOpen-set adversarial defense,&#8221; European Conference on Computer Vision (ECCV), Virtual Conference, 2020. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2021\/01\/ECCV2020_rui_openset.pdf\">pdf<\/a>)<\/li>\n<li>V. A. Sindagi, R. Yasarla, D. S. Babu, R. V. Babu and V. M. Patel, \u201cLearning to count in the crowd from limited labeled data,&#8221; European Conference on Computer Vision (ECCV), Virtual Conference, 2020. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2020\/12\/1308.pdf\">pdf<\/a>)<\/li>\n<li>J.M.J Valanarasu, V.A Sindagi, I.Hacihaliloglu , V.M.Patel ; &#8220;KiU-Net: towards accurate segmentation of biomedical images using overcomplete representations&#8221;, International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Virtual Conference, 2020. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2020\/12\/paper592.pdf\">pdf<\/a>)<\/li>\n<li>P. Guo, P. Wang, J. Zhou, V. M. Patel, and S. Jiang, \u201cLesion mask-based simultaneous synthesis of anatomic and molecular MR images using a GAN,&#8221; Medical Image Computing and Computer Assisted Intervention (MICCAI), Virtual Conference, 2020. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2021\/01\/paper507.pdf\">pdf<\/a>)<\/li>\n<li>P. Wang, P. Guo, J. Lu, J. Zhou, S. Jiang, and V. M. Patel, \u201cImproving amide proton transfer-weighted MRI reconstruction using T2-weighted images,\u201d Medical Image Computing and Computer Assisted Intervention (MICCAI), Virtual Conference, 2020. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2020\/12\/paper403.pdf\">pdf<\/a>)<\/li>\n<li>P. Wang, M. Vives, V. M. Patel, and I. Hacihaliloglu, \u201cRobust bone shadow segmentation from 2D ultrasound through task decomposition,\u201d Medical Image Computing and Computer Assisted Intervention (MICCAI), Virtual Conference, 2020. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2020\/12\/paper2469.pdf\">pdf<\/a>)<\/li>\n<li>P. Yuan, A. Mobiny, J. Jahanipour, X. Li, P. Antonio, B. Roysam, V. M. Patel, M. Dragan, and H. V. Nguyen, \u201cFew is enough: task-augmented active meta-learning for brain cell classification,\u201d Medical Image Computing and Computer Assisted Intervention (MICCAI), Virtual Conference, 2020. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2021\/01\/MICCAI2020_FewIsEnough.pdf\">pdf<\/a>)<\/li>\n<li>A Alsinan, C. Rule, M. Vives, V. M. Patel, and I. Hacihaliloglu, \u201cGAN-based realistic bone ultrasound image and label synthesis for improved segmentation,\u201d Medical Image Computing and Computer Assisted Intervention (MICCAI), Virtual Conference, 2020. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2021\/01\/Ahmed_MICCAI2020.pdf\">pdf<\/a>)<\/li>\n<li>Y. Baweja, P. Oza, P. Perera, and V. M. Patel, \u201cAnomaly detection-based unknown face pre- sentation attack detection,\u201d International Joint Conference on Biometrics (IJCB), Virtual Conference, 2020. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2021\/01\/IJCB2020.pdf\">pdf<\/a>)<\/li>\n<li>M. Abavisani, and V. M. Patel, \u201cDeep multimodal sparse representation-based classification,\u201d IEEE International Conference on Image Processing (ICIP), Virtual Conference, 2020. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2020\/12\/MDSRC_V2.pdf\">pdf<\/a>)<\/li>\n<li>P. Perera, J. Fierrez, and V. M. Patel, \u201cQuickest intruder detection for multiple user active authentication,\u201d IEEE International Conference on Image Processing (ICIP), Virtual Conference, 2020. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2021\/01\/Pramuditha_ICIP2020_MQCD_v2.pdf\">pdf<\/a>)<\/li>\n<li>R. Yasarla, V. A. Sindagi and V. M. Patel, &#8220;Syn2Real transfer learning for image deraining using Gaussian processes,&#8221; IEEE\/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Virtual Conference, 2020. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2020\/12\/Derain_GP_VS_v1_cameraready_V1.pdf\">pdf<\/a>) [<strong>Oral<\/strong>]<\/li>\n<li>P. Perera, V. Morariu, R. Jain, V. Manjunatha, C. Wigington, V. Ordonez,&nbsp; and V. M. Patel, &#8220;Generative-discriminative feature representations for open-set recognition,&#8221; IEEE\/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Virtual Conference, 2020. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2021\/01\/Pramuditha_CVPR2020_Generative_discriminative.pdf\">pdf<\/a>)<\/li>\n<li>P. Wang, M. Vives, V. M. Patel, and I. Hacihaliloglu, &#8220;Robust real-time bone surfaces segmentation from ultrasound using a<br \/>\nlocal phase tensor-guided CNN,&#8221; International Conference on Information Processing in Computer-Assisted Interventions (IPCAI), Virtual Conference, 2020. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2020\/12\/Wang2020_Article_RobustReal-timeBoneSurfacesSeg.pdf\">pdf<\/a>)<\/li>\n<li>A. Alsinan, I. Hacihaliloglu, and V. M. Patel, \u201cBone shadow segmentation from ultrasound data for orthopedic surgery using GAN,\u201d International Conference on Information Processing in Computer-Assisted Interventions (IPCAI), Virtual Conference, 2020.<\/li>\n<\/ol>\n<\/div>\n<div class=\"kc-elm kc-css-302551 kc-title-wrap \">\n<h1 class=\"kc_title\">2019<\/h1>\n<\/div>\n<div class=\"kc-elm kc-css-868659 kc_text_block\">\n<ol>\n<li>V. A. Sindagi and V. M. Patel, &#8220;Multi-level bottom-top and top-bottom feature fusion for crowd counting,&#8221; IEEE\/CVF International Conference on Computer Vision (ICCV), Seoul, Korea, 2019. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2019\/10\/MSCALE_BTTB_v4_cam_v0.pdf\">pdf<\/a>)<\/li>\n<li>V. A. Sindagi, R. Yasarla, and V. M. Patel, &#8220;Pushing the frontiers of unconstrained crowd counting: new dataset and benchmark method,&#8221; IEEE\/CVF International Conference on Computer Vision (ICCV), Seoul, Korea, 2019. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2019\/10\/crowd_dataset_v2_cam_v3.pdf\">pdf<\/a>)<\/li>\n<li>V. A. Sindagi and V. M. Patel, \u201cInverse attention guided deep crowd counting,\u201d IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS), Taipei, Taiwan, 2019. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2019\/07\/InverseAttentionCrowd_cam_read_v2.pdf\">pdf<\/a>)<strong>[Best Paper Award]<\/strong><\/li>\n<li>J. Zheng, J-C. Chen, V. M. Patel, C. Castillo, and R. Chellappa, \u201cHybrid dictionary learning and matching for video-based face verification,\u201d IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS), Tampa, FL, 2019.<\/li>\n<li>P. Perera and V. M. Patel, \u201cDeep transfer learning for multiple class novelty detection,\u201d IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, 2019. <a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2019\/07\/novelty_17.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">(pdf)<\/a><\/li>\n<li>R. Yasarla and V. M. Patel, \u201cUncertainty guided multi-scale residual learning using a cycle spinning CNN for single image de-raining,\u201d IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, 2019. (pdf)<\/li>\n<li>P. Oza and V. M. Patel, \u201cC2AE: class conditioned auto-encoder for open-set recognition,\u201d IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, 2019.<\/li>\n<li>M. Abavisani, H. V. Joze&nbsp; and V. M. Patel, \u201cImproving the performance of unimodal dynamic hand-gesture recognition with multimodal training,\u201d IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, 2019. <a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2019\/07\/Abavisani_Improving_the_Performance_of_Unimodal_Dynamic_Hand-Gesture_Recognition_With_Multimodal_CVPR_2019_paper.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">(pdf)<\/a><\/li>\n<li>P. Oza and V. M. Patel, &#8220;Active authentication using an autoencoder regularized CNN-based one-class classifier,&#8221; IEEE International Conference on Automatic Face and Gesture Recognition (FG), Lille, France, 2019. <a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2019\/02\/sample_FG2019_final_vp.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">(pdf)<\/a><\/li>\n<li>X. Di, B. S. Riggan, S. Hu, N. J. Short, and V. M. Patel, &#8220;Polarimetric thermal to visible face verification via self-attention guided synthesis,&#8221; IAPR International Conference on Biometrics (ICB), Crete, Greece, 2019. (pdf)<\/li>\n<li>S. Wang, H. Chen, V. M. Patel, and A. Petropulu, \u201cTwo-dimensional beamforming automotive radar with orthogonal linear arrays,\u201d IEEE Radar Conference (RadarConf), Boston, MA, 2019.&nbsp;<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2019\/02\/Wang_RadarConf2019.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">(pdf)<\/a><\/li>\n<li>X. Wu, H. Huang, V. M. Patel, R. He, and Z. Sun, \u201cDisentangled variational representation for heterogeneous face recognition,\u201d AAAI Conference on Artificial Intelligence (AAAI), Honolulu, HI, 2019. <a href=\"https:\/\/arxiv.org\/pdf\/1809.01936.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">(pdf)<\/a><\/li>\n<li>V. A. Sindagi and V. M. Patel, \u201cDAFE-FD: Density aware feature enrichment for face detection,\u201d IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa Village, HI, 2019. <a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2019\/02\/Sindagi_FD_WACV2019.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">(pdf)<\/a><\/li>\n<\/ol>\n<\/div>\n<div class=\"kc-elm kc-css-3694713 kc-title-wrap \">\n<h1 class=\"kc_title\">2018<\/h1>\n<\/div>\n<div class=\"kc-elm kc-css-2914009 kc_text_block\">\n<ol>\n<li>P. Perera and V. M. Patel, \u201cDual-minimax probability machines for one-class mobile active authentication,\u201d IEEE International Conference on Biometrics: Theory, Applications, and Systems (BTAS), Los Angeles, CA, 2018.&nbsp;<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2019\/02\/Perera_BTAS2018_MPM.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">(pdf)<\/a><\/li>\n<li>X. Di, H. Zhang, and V. M. Patel, \u201cPolarimetric thermal to visible face verification via attribute preserved synthesis,\u201d&nbsp;IEEE International Conference on Biometrics: Theory, Applications, and Systems (BTAS), Los Angeles, CA, 2018. <a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/AttrPolarface_Btas2018.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">(pdf)<\/a><\/li>\n<li>H. Nada, V. Sindagi, H. Zhang, and V. M. Patel, \u201cPushing the limits of&nbsp;unconstrained face detection: a challenge dataset and baseline&nbsp;results,\u201d&nbsp;IEEE International Conference on Biometrics: Theory, Applications, and Systems (BTAS), Los Angeles, CA, 2018. <a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/UFDD.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">(pdf)<\/a><\/li>\n<li>P. Wang, V. M. Patel, and I. Hacihaliloglu, \u201cSimultaneous segmentation and&nbsp;classification of bone surfaces from ultrasound using a multi-feature&nbsp;guided CNN,\u201d&nbsp;Medical Image Computing and Computer Assisted Intervention (MICCAI), Granada, Spain, 2018. <a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/BoneSeg_MICCAI_2018_final.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">(pdf)<\/a><\/li>\n<li>B. S. Riggan, N. J. Short, M. S. Sarfraz, S. Hu, H. Zhang, V. M. Patel, S.&nbsp;Rasnayaka, J. Li, T. Sim, S. M. Iranmanesh, and N. M. Nasrabadi,&nbsp;\u201cICME grand challenge results on heterogeneous face recognition:<br \/>\npolarimetric thermal-to-visible matching,\u201d&nbsp;IEEE International Conference on Multimedia and Expo (ICME), San Diego, CA, 2018. <a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/ICME2018.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">(pdf)<\/a>.&nbsp;<strong>[Grand Challenge 1st Place Winner]<\/strong><\/li>\n<li>C. Ancuti et al., \u201cNTIRE2018 challenge on image dehazing: methods and results,\u201d&nbsp;New&nbsp;Trends in Image Restoration and Enhancement (NTIRE) workshop and&nbsp;challenges in conjunction with IEEE Conference on Computer Vision and&nbsp;Pattern Recognition (CVPR), Salt Lake City, UT, 2018. <a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/ntire-2018-dehazing-challenge-report.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">(pdf)<\/a>.&nbsp;<strong>[Challenge 1st Place Winner]<\/strong><big>&nbsp;<\/big><\/li>\n<li>X. Di, V. A. Sindagi and V. M. Patel, \u201cGP-GAN: Gender preserving GAN for synthesizing faces from landmarks,\u201d&nbsp;International Conference on Pattern Recognition (ICPR), Beijing, China, 2018.<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/GPGAN_icpr18_camera_ready.pdf\" target=\"_blank\" rel=\"noopener noreferrer\"> (pdf)<\/a>.&nbsp;<strong>[Best Student Paper Award]<\/strong><big>&nbsp;<\/big><\/li>\n<li>P. Perera, M. Abavisani, and V. M. Patel,&nbsp;\u201cIn2I: Unsupervised multi-image-to-image translation using generative adversarial networks,\u201d&nbsp;International Conference on Pattern Recognition (ICPR), Beijing, China, 2018. <a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/In2I_ICPR18.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">(pdf).<\/a>&nbsp;<strong>[Best Student Paper Award]<\/strong><\/li>\n<li>H. Zhang, V. A. Sindagi, and V. M. Patel,&nbsp;\u201cMulti-scale single image dehazing using perceptual pyramid deep network,\u201d&nbsp;New Trends in Image Restoration and Enhancement (NTIRE)&nbsp;workshop and challenges in conjunction with&nbsp;IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, UT, 2018. <a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/DeHazing_CVPRW18.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">(pdf)<\/a><\/li>\n<li>H. Zhang and V. M. Patel,&nbsp;\u201cDensity-aware single image de-raining using a multi-stream dense network,\u201d&nbsp;IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, UT, 2018. <a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/derain_CVPR2018_final_vp2.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">(pdf)<\/a><\/li>\n<li>H. Zhang and V. M. Patel,&nbsp;\u201cDensely connected pyramid dehazing network,\u201d&nbsp;IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, UT, 2018. <a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/dehaze_CVPR2018_final_vp2.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">(pdf)<\/a><\/li>\n<li>L. Wang, V. A. Sindagi, and V. M. Patel, \u201cHigh-quality facial photo-sketch synthesis using multi-adversarial networks,\u201d&nbsp;IEEE International Conference on Automatic Face and Gesture Recognition (FG), Xi\u2019an, China, 2018. <a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/PhotoSketch_FG2018.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">(pdf)<\/a><\/li>\n<li>A. Malhotra, R. Singh, M. Vatsa, and V. M. Patel,&nbsp;\u201cPerson authentication using head images,\u201d&nbsp;IEEE Winter Conference on Applications of Computer Vision (WACV), Lake Tahoe, NV\/CA, 2018. <a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/HeadImages_WACV2018.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">(pdf)<\/a><\/li>\n<li>S. Wang, V. M. Patel and A. Petropulu,&nbsp;\u201cFPS-SFT: A multi-dimensional sparse Fourier transform based on the Fourier projection-slice theorem,\u201d&nbsp;IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, Alberta, Canada, 2018. <a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/SFT_ICASSP2018.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">(pdf)<\/a><\/li>\n<li>P. Wang and V. M. Patel,&nbsp;\u201cGenerating high quality visible images from SAR images using CNNs,\u201d&nbsp;IEEE Radar Conference (RadarConf), Oklahoma City, OK, 2018. <a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/SAR_RadarCon_2018.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">(pdf)<\/a><\/li>\n<li>S. Wang, V. M. Patel and A. Petropulu,&nbsp;\u201cRobust sparse Fourier transform based on the Fourier projection-slice theorem,\u201d&nbsp;IEEE Radar Conference (RadarConf), Oklahoma City, OK, 2018. <a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/RSFT_RadarConf2018.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">(pdf)<\/a><\/li>\n<li>E. Gonzalez-Sosa, R. Vera-Rodriguez, J. Fierrez and V. M. Patel,&nbsp;\u201cPerson recognition beyond the visible spectrum: combining body shape and texture from mmW images,\u201d&nbsp;IAPR International Conference on Biometrics (ICB), Gold Coast, Australia, 2018. <a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/2018_ICB_mmW_Shape_Texture.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">(pdf)<\/a>.&nbsp;<strong>[Honorable Mention Paper Award]<\/strong><\/li>\n<li>&nbsp;P. Wang, N. Cuccolo, R. Tyagi, I. Hacihaliloglu, and V. M. Patel,&nbsp;\u201cAutomatic real-time CNN-based neonatal brain ventricles segmentation,\u201d&nbsp;IEEE International Symposium on Biomedical Imaging (ISBI),&nbsp;Washington DC, 2018. <a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/BrainSeg_ISBI_2018_v7.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">(pdf)<\/a><\/li>\n<li>M. Abavisani and V. M. Patel,&nbsp;\u201cAdversarial domain adaptive subspace clustering,\u201d&nbsp;IEEE International Conference on Identity, Security and Behavior Analysis (ISBA), Singapore, 2018. <a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/DASC_ISBA2018.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">(pdf)<\/a><\/li>\n<\/ol>\n<\/div>\n<div class=\"kc-elm kc-css-3635935 kc-title-wrap \">\n<h1 class=\"kc_title\">2017<\/h1>\n<\/div>\n<div class=\"kc-elm kc-css-1462942 kc_text_block\">\n<ol>\n<li>P. Wang, H. Zhang and V. M. Patel,&nbsp;\u201cGenerative adversarial network-based restoration of speckled SAR images,\u201d&nbsp;IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Cura\u00e7ao, Dutch Antilles, 2017.&nbsp;<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/Despeckle_CAMSAP_2017_v9.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">(pdf)<\/a><\/li>\n<li>V. A. Sindagi and V. M. Patel,&nbsp;\u201cGenerating high-quality crowd density maps using contextual pyramid CNNs,\u201d&nbsp;IEEE International Conference on Computer Vision (ICCV), Venice, Italy, 2017. <a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/CrowdCount_v8_Cam3_ICCV2017.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">(pdf)<\/a><\/li>\n<li>H. Zhang, V. M. Patel, B. Riggan, and S. Hu,&nbsp;\u201cGenerative adversarial network-based synthesis of visible faces from polarimetric thermal faces,\u201d&nbsp;International Joint Conference on Biometrics (IJCB), Denver, CO, 2017. <a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/Polarface_ijcb2017_v8.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">(pdf)<\/a><\/li>\n<li>V. A. Sindagi and V. M. Patel,&nbsp;\u201cCNN-based cascaded multi-task learning of high-level prior and density estimation for crowd counting,\u201d&nbsp;IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS), Lecce, Italy, 2017. <a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/AVSS2017_CrowdCount.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">(pdf)<\/a>&nbsp;(<a href=\"https:\/\/github.com\/svishwa\/crowdcount-cascaded-mtl\" target=\"_blank\" rel=\"noopener noreferrer\">code<\/a>)&nbsp;[<strong>Best Paper Award<\/strong>]<\/li>\n<li>H. Zhang, V. M. Patel, and R. Chellappa,&nbsp;\u201cHierarchical multimodal metric learning for multimodal classification,\u201d&nbsp;IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, 2017. <a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/HM3L_v6.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">(pdf)<\/a><\/li>\n<li>P. Perera and V. M. Patel,&nbsp;\u201cExtreme value analysis for mobile active user authentication,\u201d&nbsp;IEEE International Conference on Automatic Face and Gesture Recognition (FG), Washington DC, 2017. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/FG_EVT_AA_v6.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>P. Perera and V. M. Patel,&nbsp;\u201cTowards multiple user active authentication in mobile devices,\u201d&nbsp;IEEE International Conference on Automatic Face and Gesture Recognition (FG), Washington DC, 2017. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/MULTIUSER_AA_06.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>X. Di&nbsp;and V. M. Patel,&nbsp;\u201cLarge margin multi-modal triplet metric learning,\u201d&nbsp;IEEE International Conference on Automatic Face and Gesture Recognition (FG), Washington DC, 2017. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/Metric_fg2017_v7.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>S. Wang, V. M. Patel and A. Petropulu,&nbsp;\u201cMIMO-RSFT radar: a reduced complexity MIMO radar based on the sparse Fourier transform,\u201d&nbsp;IEEE Radar Conference (RadarCon), Seattle, WA, 2017. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/mimo-rsft-radar.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>E. Gonzalez-Sosa, R. Vera-Rodriguez, J. Fierrez and V. M. Patel,&nbsp;\u201cMillimetre wave person recognition: hand-crafted vs. learned&nbsp;features,\u201d&nbsp;IEEE International Conference on Identity, Security and Behavior Analysis (ISBA), New Delhi, India, 2017. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/mmW_ISBA2017.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>H. Zhang and V. M. Patel, \u201cConvolutional sparse and low-rank coding-based rain streak removal,\u201d&nbsp;IEEE Winter Conference on Applications of Computer Vision (WACV), Santa Rosa, CA, 2017. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/wacv_2017_rain_v11.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>P. Wang and V. M. Patel, \u201cExtracting Fourier descriptors from compressive measurements,\u201d&nbsp;IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, LA, 2017. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/CSFD_ICASSP17_v7.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>S. Wang, V. M. Patel and A. Petropulu, \u201cA practical high dimensional sparse Fourier transform,\u201d&nbsp;IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, LA, 2017. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/practical-high-dimensional.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<\/ol>\n<\/div>\n<div class=\"kc-elm kc-css-79597 kc-title-wrap \">\n<h1 class=\"kc_title\">2016<\/h1>\n<\/div>\n<div class=\"kc-elm kc-css-1599295 kc_text_block\">\n<ol>\n<li>J. Zheng, J-C. Chen, N. Bodla, V. M. Patel, and R. Chellappa, \u201cVLAD encoded deep convolutional features for unconstrained face&nbsp;verification,\u201d&nbsp;International Conference on Pattern Recognition (ICPR), Cancun, Mexico, 2016.&nbsp;(<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/ICPR2016_FV_CNN_final.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>X. Yang, V. M. Patel, and A. P. Petropulu, \u201cSpaceborne SAR antenna size reduction enabled by compressive sampling,\u201d&nbsp;IEEE Global Conference on Signal and Information Processing (GlobalSIP), Washington DC, 2016. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/SAR_Antenna_Size_r5.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>H. Zhang and V. M. Patel, \u201cConvolutional sparse coding-based image decomposition,\u201d&nbsp;British Machine Vision Conference (BMVC), York, UK, 2016. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/BMVC2016_CSC.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>M. Abavisani and V. M. Patel, \u201cDomain adaptive subspace clustering,\u201d&nbsp;British Machine Vision Conference (BMVC), York, UK, 2016. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/BMVC2016_DASC.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>S. Wang, V. M. Patel&nbsp;and A. Petropulu, \u201cRSFT: A realistic high dimensional sparse Fourier&nbsp;transform and its application in radar signal processing,\u201d&nbsp;&nbsp;IEEE Military Communications Conference (MILCOM), Baltimore, MD, 2016. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/MILCOM2016_SFT.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>P. Perera and V. M. Patel, \u201cQuickest intrusion detection in mobile active user authentication,\u201d&nbsp;IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS), Niagara Falls, NY, 2016. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/QCD_btas2016.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>U. Mahbub, S. Sarkar,&nbsp;V. M. Patel, and R. Chellappa, \u201cActive user authentication for&nbsp;smartphones: a challenge data set and benchmark results,\u201d&nbsp;IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS), Niagara Falls, NY, 2016. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/AA02_BTAS_CameraReady_v2.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>) [<strong>Best Poster Award<\/strong>]<\/li>\n<li>J-C. Chen, A. Kumar, R.&nbsp;Ranjan, V. M. Patel, A. Alavi, and R. Chellappa, \u201cA cascaded&nbsp;convolutional neural network for age estimation of unconstrained&nbsp;faces,\u201d&nbsp;IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS), Niagara Falls, NY, 2016. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/btas_age_2016_cameraready.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>X. Di and V. M. Patel, \u201cDeep tattoo recognition,\u201d&nbsp;IEEE Computer Society Workshop on Biometrics in Conjunction with CVPR 2016, Las Vegas, NV, 2016. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/DeepTat_v7.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>J-C. Chen, J. Zheng, V.&nbsp;M. Patel, R. Chellappa, \u201cFisher vector encoded deep convolutional&nbsp;features for unconstrained face verification,\u201d&nbsp;IEEE International Conference on Image Processing (ICIP), Phoenix, AZ, 2016. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/ICIP_FVDCNN_2016_camera_ready_final.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>U. Mahbub, V. M. Patel, D. Chandra, B. Barbello, and R. Chellappa, \u201cPartial face detection for continuous authentication,\u201d&nbsp;IEEE International Conference on Image Processing (ICIP), Phoenix, AZ, 2016. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/FSFD_ICIP_UM.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>A. Ghosh, V. M. Patel, and M. A. Powers, \u201cComputational agile beam LADAR imaging,\u201d&nbsp;IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Shanghai, China, 2016. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/LADAR_ICASSP16_v3.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>S. Sarkar, V. M. Patel, and R. Chellappa, \u201cDeep feature-based face detection on mobile devices,\u201d&nbsp;IEEE International Conference on Identity, Security and Behavior Analysis (ISBA), Sendai, Japan, 2016. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/ISBA_FD_v3_embed.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>J-C. Chen, V. M. Patel, and R. Chellappa, \u201cUnconstrained face verification using deep CNN features,\u201d&nbsp;IEEE Winter conference on Applications of Computer Vision (WACV), Lake Placid, NY, 2016. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/WACV_2016_janus_DCNN.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>S. Sengupta, J-C. Chen,&nbsp;C. Castillo, V. M. Patel, R. Chellappa, and&nbsp; D. Jacobs, \u201cFrontal&nbsp;to profile face verification in the wild,\u201d&nbsp;IEEE Winter conference on Applications of Computer Vision (WACV), Lake Placid, NY, 2016. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/WACV2016_CFP.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<\/ol>\n<\/div>\n<div class=\"kc-elm kc-css-1933730 kc-title-wrap \">\n<h1 class=\"kc_title\">2015<\/h1>\n<\/div>\n<div class=\"kc-elm kc-css-2726836 kc_text_block\">\n<ol>\n<li>R. Ranjan, S. Zhou, J-C. Chen, A. Kumar, A. Alavi, V. M. Patel, and R. Chellappa, \u201cUnconstrained age estimation with deep convolutional neural networks,\u201d IEEE International Conference on Computer Vision (ICCV) workshop on ChaLearn Looking at People (ChaLearn LaP), Santiago, Chile, 2015. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/Age_iccv2015.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>J-C. Chen, R. Ranjan, A. Kumar, C-H. Chen, V. M. Patel, and R. Chellappa, \u201cAn end- to-end system for unconstrained face verification with deep convolutional neural networks,\u201d&nbsp;IEEE International Conference on Computer Vision (ICCV) workshop on ChaLearn Looking at People (ChaLearn LaP), Santiago, Chile, 2015. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/janus_system_camera_ready.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>X. Gibert-Serra, V. M. Patel, and R. Chellappa, \u201cSequential score adaptation with extreme value theory for robust railway track inspection,\u201d&nbsp;IEEE International Conference on Computer Vision (ICCV) workshop on Computer Vision for Road Scene Understanding and Autonomous Driving (CVRSUAD), Santiago, Chile, 2015. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/ICCV_EVT_final.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>R. Ranjan, V. M. Patel, and R. Chellappa, \u201cA deep pyramid deformable part model for face detection,\u201d&nbsp;IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS), Arlington, VA, 2015. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/DeepPyramid_btas2015.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>) [<strong>Best Poster Award<\/strong>]<\/li>\n<li>P. Samangouei, V. M. Patel, and R. Chellappa, \u201cAttribute-based continuous user authentication on mobile devices,\u201d&nbsp;IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS), Arlington, VA, 2015. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/Attributes_BTAS15_CAMERA.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)[<strong>Best Paper Award(Bronze)<\/strong>]<\/li>\n<li>J-C. Chen, S&nbsp;Sankaranrayanan, V. M. Patel, and R. Chellappa, \u201cUnconstrained face verification using Fisher vectors computed from frontalized faces,\u201d&nbsp;IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS), Arlington, VA, 2015. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/BTAS_2015_FVFF_JunCheng_Chen.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>V. M. Patel and M. A. Powers, \u201cStructured representation-based robust agile-beam LADAR imaging,\u201d&nbsp;IEEE International Conference on Image Processing (ICIP), Quebec city, Canada, 2015. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/LADAR_icip2015.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>H.&nbsp;Zhang, V. M. Patel, and R. Chellappa, \u201cMultitask multivariate common sparse representations for robust multimodal biometrics recognition,\u201d&nbsp;IEEE International Conference on Image Processing (ICIP), Quebec city, Canada, 2015. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/Fusion_icip2015.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>G. Warnell, V. M. Patel, and R. Chellappa, \u201cIntegrability-regularized phase unwrapping via sparse error correction,\u201d&nbsp;IEEE International Conference on Image Processing (ICIP), Quebec city, Canada, 2015. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/GW_ICIP2015.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>S. Sankaranarayanan, V. M. Patel, and R. Chellappa, \u201c3D facial model synthesis using coupled dictionaries,\u201d&nbsp;IEEE International Conference on Image Processing (ICIP), Quebec city, Canada, 2015. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/3Dface_icip2015.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>J-C. Chen, V. M. Patel, and R. Chellappa, \u201cLandmark-based Fisher vector representation for video-based face verification,\u201d&nbsp;IEEE International Conference on Image Processing (ICIP), Quebec city, Canada, 2015. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/FV_icip2015.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>X. Gibert-Serra, V. M.&nbsp;Patel, and R. Chellappa, \u201cMaterial classification and semantic&nbsp;segmentation of railway track images with deep convolutional neural&nbsp;networks,\u201d&nbsp;IEEE International Conference on Image Processing (ICIP), Quebec city, Canada, 2015. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/ICIP15_DeepTrack_v3.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>) [<strong>Top 10% Award<\/strong>]<\/li>\n<li>C-H. Chen, V. M. Patel and R. Chellappa, \u201cMatrix completion for resolving label ambiguity,\u201d&nbsp;IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Boston, MA, 2015. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/Chen_Matrix_Completion_for_2015_CVPR_paper.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>H. Zhang, V. M. Patel and R. Chellappa, \u201cRobust multimodal recognition via multitask multivariate low-rank representations,\u201d&nbsp;IEEE International Conference on Automatic Face and Gesture Recognition (FG),&nbsp;Ljublijana, Slovenia, 2015. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/Fusion_FG_camera_ready.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>H. Zhang, V. M. Patel, S. Shekhar and R. Chellappa, \u201cDomain adaptive sparse representation-based classification,\u201d&nbsp;IEEE International Conference on Automatic Face and Gesture Recognition (FG),&nbsp;Ljublijana, Slovenia, 2015. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/DASRC_FG15_camera_ready.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>M. E. Fathy, V. M. Patel and R. Chellappa, \u201cFace-based active authentication on mobile devices,\u201d&nbsp;IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),&nbsp;Brisbane, Australia, 2015. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/MobileFace_v9.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>H. Zhang, V. M. Patel, M. E. Fathy&nbsp; and R. Chellappa, \u201cTouch gesture-based active user authentication using dictionaries,\u201d&nbsp;IEEE Winter conference on Applications of Computer Vision (WACV),&nbsp;Waikoloa Beach, HI, 2015. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/sparse_touch_wacv15_v3.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>X. Gibert-Serra, V. M. Patel and R. Chellappa, \u201cRobust fastener detection for autonomous visual railway track inspection,\u201d&nbsp;IEEE Winter conference on Applications of Computer Vision (WACV),&nbsp;Waikoloa Beach, HI, 2015. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/WACV_Fasteners_2015_final.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<\/ol>\n<\/div>\n<div class=\"kc-elm kc-css-1398978 kc-title-wrap \">\n<h1 class=\"kc_title\">2014<\/h1>\n<\/div>\n<div class=\"kc-elm kc-css-3403864 kc_text_block\">\n<ol>\n<li>A. Shrivastava, J. K. Pillai, V. M. Patel and R. Chellappa, \u201cDictionary-based multiple instance learning,\u201d&nbsp;IEEE International Conference on Image Processing (ICIP),&nbsp;Paris, France, 2014. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/ICIP14_MIDL.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>J-C Chen, V. M. Patel,&nbsp;H. T. Ho and R. Chellappa, \u201cDictionary-based video face recognition&nbsp;using dense multi-scale facial landmark features,\u201d&nbsp;IEEE International Conference on Image Processing (ICIP),&nbsp;Paris, France, 2014. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/ICIP14_landmarks.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>) [<strong>Top 10% Award<\/strong>]<\/li>\n<li>S. Shekhar, V. M. Patel and R. Chellappa, \u201cAnalysis sparse coding models for image-based classification,\u201d&nbsp;IEEE International Conference on Image Processing (ICIP),&nbsp;Paris, France, 2014. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/ICIP14_AnalysisSC.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>V. M. Patel and R. Vidal, \u201cKernel sparse subspace clustering,\u201d&nbsp;IEEE International Conference on Image Processing (ICIP), Paris, France, 2014. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/ICIP14_KSSC.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>E. Vasiete, Y. Chen, I.&nbsp;Char, T. Yeh, V. M. Patel, L. Davis and R. Chellappa, \u201cToward a&nbsp;non-intrusive, physio-behavioral biometric for smartphones,\u201d&nbsp;ACM International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI), Toronto, Canada, 2014. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/MobileHCI2014.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>H. V. Nguyen&nbsp;and V. M. Patel, \u201cMax residual classifier,\u201d&nbsp;IEEE Winter conference on Applications of Computer Vision (WACV), Steamboat Springs, CO, 2014. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/RecurrentDictionary_final.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>Y-C. Chen, V. M. Patel,&nbsp;R. Chellappa and P. J. Phillips, \u201cAdaptive representations for&nbsp;video-based face recognition across pose,\u201d&nbsp;IEEE Winter conference on Applications of Computer Vision (WACV), Steamboat Springs, CO, 2014. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/WACV_pose_DFR_final_final.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>A. Shrivastava, S. Shekhar, and V. M. Patel, \u201cUnsupervised domain adaptation using parallel transport on Grasmann manifold,\u201d&nbsp;IEEE Winter conference on Applications of Computer Vision (WACV), Steamboat Springs, CO, 2014.&nbsp; (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/DA_WaCV2014.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<\/ol>\n<\/div>\n<div class=\"kc-elm kc-css-523827 kc-title-wrap \">\n<h1 class=\"kc_title\">2013<\/h1>\n<\/div>\n<div class=\"kc-elm kc-css-4162745 kc_text_block\">\n<ol>\n<li>V. M. Patel, H. V. Nguyen and R. Vidal, \u201cLatent space sparse subspace clustering,\u201d&nbsp;International Conference on Computer Vision (ICCV), Sydney, Australia, 2013. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/LDSSC_v4.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>Y-C. Chen, V. M. Patel, J. K. Pillai, R. Chellappa and P. J. Phillips, \u201cDictionary learning from ambiguously labeled data,\u201d&nbsp;IEEE conference on Computer Vision and Pattern Recognition (CVPR), Portland, OR, 2013. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/DL_Ambiguous_CVPR_13.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>S. Shekhar, V. M. Patel, H. V. Nguyen and R. Chellappa, \u201cGeneralized domain adaptive dictionaries,\u201d&nbsp;IEEE conference on Computer Vision and Pattern Recognition (CVPR), Portland, OR, 2013. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/DomainAdaptDict_CVPR_13.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>V. M. Patel, Q. Qiu, and R. Chellappa, \u201cDictionaries for image-based recognition,\u201d&nbsp;Information Theory and Applications Workshop (ITA), San Diego, CA, 2013. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/ITA_2013.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>V. M. Patel, A. S. Hedden and J. N. Mait, \u201cComputational imaging with a confocal 220-GHz electronically scanned reflectarray,\u201dIEEE International Symposium on Antennas and Propagation and USNC\/URSI National Radio Science Meeting (AP-S\/USNC-URSI), Lake Buena Vista, FL, 2013.<\/li>\n<li>Y-C. Chen, V. M. Patel, S. Shekhar, R. Chellappa and P. J. Phillips, \u201cVideo-based face recognition via joint sparse representation,\u201d&nbsp;IEEE International Conference on Automatic Face and Gesture Recognition (FG), Shanghai, China, 2013. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/fg2013.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<\/ol>\n<\/div>\n<div class=\"kc-elm kc-css-3577400 kc-title-wrap \">\n<h1 class=\"kc_title\">2012<\/h1>\n<\/div>\n<div class=\"kc-elm kc-css-3829636 kc_text_block\">\n<ol>\n<li>A. Shrivastava, H. V.&nbsp;Nguyen, V. M. Patel, and R. Chellappa, \u201cDesign of non-linear discriminative dictionaries for image classification,\u201d&nbsp;Asian Conference on Computer Vision (ACCV), Daejeon, Korea, 2012.&nbsp; (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/NLDD_ACCV2012.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>Q. Qiu, V. M. Patel, P. Turaga, R. Chellappa, \u201cDomain adaptive dictionary learning,\u201d&nbsp;European Conference on Computer Vision (ECCV), Florence, Italy, 2012. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/DomainAdaptiveDL_ECCV2012.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>H. V. Nguyen, V. M.&nbsp;Patel, N. M. Nasrabadi, and R. Chellappa, \u201cSparse embedding: a&nbsp;framework for sparsity promoting dimensionality reduction,\u201d&nbsp;European Conference on Computer Vision (ECCV), Florence, Italy, 2012. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/LASERC_ECCV2012.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>Y-C. Chen, V. M. Patel, P. J. Phillips and R. Chellappa, \u201cDictionary-based face recognition from video,\u201d&nbsp;European Conference on Computer Vision (ECCV), Florence, Italy, 2012. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/DFRV_ECCV2012.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>S. Shekhar, V. M. Patel, N. M. Nasrabadi and R. Chellappa, \u201cJoint sparsity-based robust multimodal biometrics recognition,\u201dEuropean Conference on Computer Vision (ECCV) Workshop on Information Fusion in Computer Vision for Concept Recognition (IFCVCR), Florence, Italy, 2012. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/Multimodal_fusion_ECCV2012.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>A. Shrivastava, J. K. Pillai, V. M. Patel, R. Chellappa, \u201cLearning discriminative dictionaries with partially labeled data,\u201d&nbsp;IEEE International Conference on Image Processing (ICIP), Orlando, FL, 2012. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/S2D2_ICIP_2012_FinalCameraReady.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>Y-C. Chen, V. M. Patel, R. Chellappa and P. J. Phillips, \u201cSalient view selection based on sparse representation,\u201d&nbsp;IEEE International Conference on Image Processing (ICIP), Orlando, FL, 2012. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/Saliency_ICIP2012.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>G. R. Easley, D. Labate and V. M. Patel, \u201cHyperbolic shearlets,\u201d&nbsp;IEEE International Conference on Image Processing (ICIP), Orlando, FL, 2012. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/HyperShear_icip2012.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>A. Mehmood, V. M. Patel, and R. Damarla, \u201cDiscrimination of bipeds from quadrupeds using seismic footstep signatures,\u201d&nbsp;IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Munich, Germany, 2012. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/IGARSS2012_Final.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>V. M. Patel and J. N. Mait, \u201cPassive millimeter-wave imaging with extended depth of&nbsp; field and sparse data,\u201d&nbsp;IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Kyoto, Japan, 2012. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/mmW_ICASSP2012_v4.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>H. V. Nguyen, V. M. Patel, N. M. Nasrabadi, and R. Chellappa, \u201cKernel dictionary learning,\u201d&nbsp;IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Kyoto, Japan, 2012. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/KerKSVD_ICASSP2012.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>Y-C. Chen, C. S.&nbsp;Sastry, V. M. Patel, P. J. Phillips and R. Chellappa, \u201cRotation invariant simultaneous clustering and dictionary learning,\u201d&nbsp;IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Kyoto, Japan, 2012. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/SCBIR_ICASSP2012.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<\/ol>\n<\/div>\n<div class=\"kc-elm kc-css-1722889 kc-title-wrap \">\n<h1 class=\"kc_title\">2011<\/h1>\n<\/div>\n<div class=\"kc-elm kc-css-1360457 kc_text_block\">\n<ol>\n<li>V. M. Patel and R. Chellappa, \u201cSparse representations, compressive sensing and dictionaries for pattern recognition,\u201d&nbsp;Asian Conference on Pattern Recognition (ACPR), Beijing, China, 2011. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/ACPR2011_v2.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>S. Shekhar, V. M. Patel, and R. Chellappa, \u201cSynthesis-based recognition of low resolution faces,\u201d&nbsp;International Joint Conference on Biometrics (IJCB), Washington DC, 2011. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/IJCB2011_low_res.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>V. M. Patel, G. R. Easley, and R. Chellappa, \u201cMultilayered Image representation-based compressive SAR imaging,\u201d&nbsp;IEEE International Symposium on Antennas and Propagation and USNC\/URSI National Radio Science Meeting (AP-S\/USNC-URSI), Spokane , WA, 2011. (Invited)<\/li>\n<li>V. M. Patel, T. Wu, S. Biswas, P. J. Phillips, and R. Chellappa, \u201cIllumination robust dictionary-based face recognition,\u201d&nbsp;IEEE International Conference on Image Processing (ICIP), Brussels, Belgium, 2011. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/ICIP2011_DFR.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>V. M. Patel, G. R. Easley, and R. Chellappa, \u201cComponent-based restoration of speckled images,\u201d&nbsp;IEEE International Conference on Image Processing (ICIP), Brussels, Belgium, 2011. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/conference-publications\/Conference_pub\/ICIP2011_despeckle.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>G. R. Easley, D. Labate and V. M. Patel, \u201cMulti-composite wavelet estimation,\u201d in&nbsp;Wavelets and Sparsity XIV, San Diego, CA, 2011. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/Composite_spie_v5.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<\/ol>\n<\/div>\n<div class=\"kc-elm kc-css-2647710 kc-title-wrap \">\n<h1 class=\"kc_title\">2010<\/h1>\n<\/div>\n<div class=\"kc-elm kc-css-4278530 kc_text_block\">\n<ol>\n<li>V. M. Patel, R. Chellappa and M. Tistarelli, \u201cSparse representations and random projections for robust and cancelable biometrics,\u201d&nbsp;International Conference on Control, Automation, Robotics and Vision (ICARCV), Singapore, 2010. (Invited). (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/ICARCV2010.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>V. M. Patel, N. M. Nasrabadi, and R. Chellappa, \u201cAutomatic target recognition based on simultaneous sparse representation,\u201d&nbsp;IEEE International Conference on Image Processing (ICIP), Hong Kong, 2010. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/Patel_ICIP_ATR_2010.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>J. Ni, P. Turaga, V. M. Patel, and R. Chellappa, \u201cObject dependent manifold priors for image deconvolution,\u201d&nbsp;Digital Image Processing and Analysis (DIPA), Tucson, AZ, 2010. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/Deblur_DIPA.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>V. M. Patel, N. M. Nasrabadi, and R. Chellappa, \u201cSparsity inspired automatic target recognition,\u201d&nbsp;Defense, Security and Sensing, Proceedings of SPIE, Orlando, FL, 2010. (<a href=\"http:\/\/proceedings.spiedigitallibrary.org\/proceeding.aspx?articleid=765791\" target=\"_blank\" rel=\"noopener noreferrer\">link<\/a>)<\/li>\n<li>V. M. Patel, G. R. Easley, and R. Chellappa, \u201cMultiscale directional filtering of noisy InSAR phase images,\u201d&nbsp;Defense, Security and Sensing, Proceedings of SPIE, Orlando, FL, 2010. (Invited). (<a href=\"https:\/\/www.spiedigitallibrary.org\/conference-proceedings-of-spie\/7703\/1\/Multiscale-directional-filtering-of-noisy-InSAR-phase-images\/10.1117\/12.849576.short\" target=\"_blank\" rel=\"noopener noreferrer\">link<\/a>)<\/li>\n<li>J. Pillai, V. M. Patel, R. Chellappa and N. K. Ratha, \u201cSectored random projections for cancelable iris biometrics,\u201d IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Dallas, TX, 2010. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/ICASSP09_iris.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<\/ol>\n<\/div>\n<div class=\"kc-elm kc-css-2891441 kc-title-wrap \">\n<h1 class=\"kc_title\">2009<\/h1>\n<\/div>\n<div class=\"kc-elm kc-css-3539004 kc_text_block\">\n<ol>\n<li>J. Pillai, V. M. Patel and R. Chellappa, \u201cSparsity inspired selection and recognition of iris images,\u201d&nbsp;IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS), Washington, DC, 2009. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/BTAS09_iris.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>V. M. Patel, G. R. Easley, R. Chellappa and D. M. Healy, Jr., \u201cEnhancing sparsity using gradients for compressive sensing,\u201d&nbsp;IEEE International Conference on Image Processing (ICIP), Cairo, Egypt, 2009. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/ICIP_Gradients.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>V. M. Patel, G. R. Easley, D. M. Healy, Jr., and R. Chellappa, \u201cCompressed sensing for synthetic aperture radar imaging,\u201d&nbsp;IEEE International Conference on Image Processing (ICIP), Cairo, Egypt, 2009. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/Patel_ICIP_2009SAR.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<li>G. R. Easley, V. Patel, and D. M. Healy, Jr., \u201cInverse halftoning using a shearlet representation,\u201d in&nbsp;Wavelets XIII, San Diego, CA, 2009. (Invited). (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/sheartones_v2_final.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<\/ol>\n<\/div>\n<div class=\"kc-elm kc-css-2041070 kc-title-wrap \">\n<h1 class=\"kc_title\">2008<\/h1>\n<\/div>\n<div class=\"kc-elm kc-css-87023 kc_text_block\">\n<ol>\n<li>V. M. Patel, G. R.&nbsp;Easley, and D. M. Healy, Jr., \u201cA new multiresolution generalized&nbsp;directional filter bank design and application in image enhancement,\u201d&nbsp;IEEE International Conference on Image Processing (ICIP), San Diego, CA, 2008. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/ICIP2008.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<\/ol>\n<\/div>\n<div class=\"kc-elm kc-css-256963 kc-title-wrap \">\n<h1 class=\"kc_title\">2007<\/h1>\n<\/div>\n<div class=\"kc-elm kc-css-4273574 kc_text_block\">\n<ol>\n<li>G. R. Easley, V. Patel,&nbsp;and D. M. Healy, Jr., \u201cAn M-channel directional filter bank compatible&nbsp;with the contourlet and shearlet frequency tiling,\u201d in&nbsp;Wavelets XII, San Diego, CA, 2007. (<a href=\"https:\/\/engineering.jhu.edu\/vpatel36\/wp-content\/uploads\/2018\/08\/GDFB.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">pdf<\/a>)<\/li>\n<\/ol>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n","protected":false},"excerpt":{"rendered":"<p>2026 Y. Korkmaz and V. M. Patel, &#8220;RemoteVAR: Autoregressive Visual Modeling for Remote Sensing Change Detection ,&#8221; International Geoscience and Remote Sensing Symposium (IGARSS), Washington D. C., 2026. W. G&#8230;.<\/p>\n","protected":false},"author":23,"featured_media":1905,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"templates\/full-width-template.php","meta":{"ngg_post_thumbnail":0,"footnotes":""},"class_list":["post-410","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/engineering.jhu.edu\/vpatel36\/wp-json\/wp\/v2\/pages\/410","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/engineering.jhu.edu\/vpatel36\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/engineering.jhu.edu\/vpatel36\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/engineering.jhu.edu\/vpatel36\/wp-json\/wp\/v2\/users\/23"}],"replies":[{"embeddable":true,"href":"https:\/\/engineering.jhu.edu\/vpatel36\/wp-json\/wp\/v2\/comments?post=410"}],"version-history":[{"count":154,"href":"https:\/\/engineering.jhu.edu\/vpatel36\/wp-json\/wp\/v2\/pages\/410\/revisions"}],"predecessor-version":[{"id":6380,"href":"https:\/\/engineering.jhu.edu\/vpatel36\/wp-json\/wp\/v2\/pages\/410\/revisions\/6380"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/engineering.jhu.edu\/vpatel36\/wp-json\/wp\/v2\/media\/1905"}],"wp:attachment":[{"href":"https:\/\/engineering.jhu.edu\/vpatel36\/wp-json\/wp\/v2\/media?parent=410"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}