Publications: Trac D. Tran

2017

Journals

  1. Nguyen, Van Dung, Quang Hoa Nguyen, Van Dung Tran, and Nguyen Quoc Trinh Bui. “Solution-processed doping and undoping zinc-oxide and copper-oxide thin films.” (2017).
  2. Tran, Tuan, and Tu Ngoc Nguyen. “Hedera: scalable indexing and exploring entities in wikipedia revision history.” arXiv preprint arXiv:1701.03937 (2017).
  3. Tran, Tuan, Nam Khanh Tran, Teka Hadgu Asmelash, and Robert Jäschke. “Semantic Annotation for Microblog Topics Using Wikipedia Temporal Information.” arXiv preprint arXiv:1701.03939 (2017).
  4. Sun, Xiaoxia, Nasser M. Nasrabadi, and Trac D. Tran. “Supervised Multilayer Sparse Coding Networks for Image Classification.” arXiv preprint arXiv:1701.08349 (2017).
  5. Wang, Feng, Xiang Xiang, Chang Liu, Trac D. Tran, Austin Reiter, Gregory D. Hager, Harry Quon, Jian Cheng, and Alan L. Yuille. “Transferring face verification nets to pain and expression regression.” arXiv preprint arXiv:1702.06925(2017).
  6. Le, Chi Hieu, Wisnu Wijaya Kasmaji, Michael S. Packianather, Samuel Mengistu, Duc Tang Tran, and Anh My Chu. “Customer driven mass-customisation and innovative product development with parametric design & generative modeling.” (2017).
  7. Rangamani, Akshay, Anirbit Mukherjee, Ashish Arora, Tejaswini Ganapathy, Amitabh Basu, Sang Chin, and Trac D. Tran. “Critical Points Of An Autoencoder Can Provably Recover Sparsely Used Overcomplete Dictionaries.” arXiv preprint arXiv:1708.03735 (2017).
  8. Zhu, Wentao, Xiang Xiang, Trac D. Tran, Gregory D. Hager, and Xiaohui Xie. “Adversarial Deep Structured Nets for Mass Segmentation from Mammograms.” arXiv preprint arXiv:1710.09288 (2017).
  9. Xiang, Xiang, and Trac D. Tran. “Linear Disentangled Representation Learning For Facial Actions.” IEEE Transactions on Circuits and Systems for Video Technology(2017).
  10. Nair, Arun Asokan, Trac Duy Tran, and Muyinatu A. Lediju Bell. “Robust Short-Lag Spatial Coherence Imaging.” IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control (2017).

Conference Proceedings

  1. Huang, Shuai, and Trac D. Tran. “Sparse signal recovery using generalized approximate message passing with built-in parameter estimation.” In Acoustics, Speech and Signal Processing (ICASSP), 2017 IEEE International Conference on, pp. 4321-4325. IEEE, 2017.
  2. Nguyen, Lam H., and Trac D. Tran. “Interference separation for UWB radar signals from entropy-driven robust PCA.” In Radar Conference (RadarConf), 2017 IEEE, pp. 0389-0393. IEEE, 2017.
  3. Tran, Nam Khanh, Tuan Tran, and Claudia Niederée. “Beyond time: Dynamic context-aware entity recommendation.” In European Semantic Web Conference, pp. 353-368. Springer, Cham, 2017.
  4. Xiong, Tao, Jie Zhang, Chetan Singh Thakur, John Rattray, Sang Peter Chin, Trac D. Tran, and Ralph Etienne-Cummings. “Live demonstration: A compact all-CMOS spatiotemporal compressed sensing video camera.” In Circuits and Systems (ISCAS), 2017 IEEE International Symposium on, pp. 1-1. IEEE, 2017.
  5. Yang, Dong, Tao Xiong, Daguang Xu, Qiangui Huang, David Liu, S. Kevin Zhou, Zhoubing Xu et al. “Automatic vertebra labeling in large-scale 3D CT using deep image-to-image network with message passing and sparsity regularization.” In International Conference on Information Processing in Medical Imaging, pp. 633-644. Springer, Cham, 2017.
  6. Le, C. H., B. M. Pham, D. T. Tran, K. Lam, T. H. Le, D. L. Vo, S. Mengistu, and M. S. Packianather. “An integrated system and framework for development of medical applications and products based on medical imaging data.” In International Conference on the Development of Biomedical Engineering in Vietnam, pp. 363-368. Springer, Singapore, 2017.
  7. Nguyen, T. A., Tien V. Nguyen, D. T. Tran, Toan V. Nguyen, C. H. Le, V. B. Nguyen, and H. Q. Le. “Microfluidic impedance biosensors for monitoring a single and multiple cancer cells in anticancer drug treatments.” In International Conference on the Development of Biomedical Engineering in Vietnam, pp. 681-685. Springer, Singapore, 2017.
  8. Yang, Dong, Tao Xiong, Daguang Xu, S. Kevin Zhou, Zhoubing Xu, Mingqing Chen, JinHyeong Park et al. “Deep Image-to-Image Recurrent Network with Shape Basis Learning for Automatic Vertebra Labeling in Large-Scale 3D CT Volumes.” In International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 498-506. Springer, Cham, 2017.

2016

Journals

  1. Zhu, Hongjie, Milin Zhang, Yuanming Suo, Trac D. Tran, and Jan Van der Spiegel. “Design of a digital address-event triggered compressive acquisition image sensor.” IEEE Transactions on Circuits and Systems I: Regular Papers 63, no. 2 (2016): 191-199.
  2. Tran, Trac D. Robust Multi Sensor Classification via Jointly Sparse Representation. Johns Hopkins University Baltimore United States, 2016.
  3. Tran, Dung N., Shuai Huang, Sang Peter Chin, and Trac D. Tran. “Low-rank matrices recovery via entropy function.” In Acoustics, Speech and Signal Processing (ICASSP), 2016 IEEE International Conference on, pp. 4064-4068. IEEE, 2016.
  4. Le, Canh V., T. D. Tran, and D. C. Pham. “Rotating plasticity and nonshakedown collapse modes for elastic–plastic bodies under cyclic loads.” International Journal of Mechanical Sciences 111 (2016): 55-64.
  5. Zhang, Jie, Tao Xiong, Trac Tran, Sang Chin, and Ralph Etienne-Cummings. “Compact all-CMOS spatiotemporal compressive sensing video camera with pixel-wise coded exposure.” Optics express 24, no. 8 (2016): 9013-9024.
  6. Dao, Minh, Nam H. Nguyen, Nasser M. Nasrabadi, and Trac D. Tran. “Collaborative multi-sensor classification via sparsity-based representation.” IEEE Transactions on Signal Processing 64, no. 9 (2016): 2400-2415.
  7. Dao, Minh, Xiang Xiang, Bulent Ayhan, Chiman Kwan, and Trac D. Tran. “Detecting Burnscar from Hyperspectral Imagery via Sparse Representation with Low-Rank Interference.” arXiv preprint arXiv:1605.00287 (2016).
  8. Zhang, Jie, Kerron Duncan, Yuanming Suo, Tao Xiong, Srinjoy Mitra, Trac Duy Tran, and Ralph Etienne-Cummings. “Communication channel analysis and real time compressed sensing for high density neural recording devices.” IEEE Transactions on Circuits and Systems I: Regular Papers 63, no. 5 (2016): 599-608.
  9. Joy, Sonia, Lam H. Nguyen, and Trac D. Tran. “Radio frequency interference suppression in ultra-wideband synthetic aperture radar using range-azimuth sparse and low-rank model.” In Radar Conference (RadarConf), 2016 IEEE, pp. 1-4. IEEE, 2016.
  10. Nguyen, Lam H., and Trac D. Tran. “Efficient and robust RFI extraction via sparse recovery.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 9, no. 6 (2016): 2104-2117.
  11. Huang, Shuai, and Trac D. Tran. “Approximate Message Passing with Built-in Parameter Estimation for Sparse Signal Recovery.” arXiv preprint arXiv:1606.00901 (2016).
  12. Tran, Dung, Dung N. Tran, Shuai Huang, Sang Peter Chin, and Trac D. Tran. “Low-rank matrix recovery via entropy function.” (2016).
  13. Nguyen Tien, Anh, Tien Nguyen Van, Tan Tran Duc, Toan Nguyen Van, Hieu Le Chi, and Quoc Le Hoai. “Microfluidic impedance biosensors for monitoring a single and multiple cancer cells in anticancer drug treatments.” (2016): 124-127.
  14. Liu, Xilin, Milin Zhang, Tao Xiong, Andrew G. Richardson, Timothy H. Lucas, Peter S. Chin, Ralph Etienne-Cummings, Trac D. Tran, and Jan Van der Spiegel. “A fully integrated wireless compressed sensing neural signal acquisition system for chronic recording and brain machine interface.” IEEE Transactions on biomedical circuits and systems 10, no. 4 (2016): 874-883.
  15. Huang, Shuai, and Trac D. Tran. “Dimensionality reduction for image classification via mutual information maximization.” In Image Processing (ICIP), 2016 IEEE International Conference on, pp. 509-513. IEEE, 2016.
  16. Tran, Van Dung, Ha Hoang, Thi Thanh Tam Hoang, Thi Dung Vu, Van Dung Nguyen, Hong Minh Do, Thi Huyen Trang Vu, Quang Hoa Nguyen, and Nguyen Quoc Trinh Bui. “INVESTIGATION ON STRUCTURAL AND FERROELECTRIC PROPERTIES OF Bi3. 25La0. 75Ti3O12 THIN FILMS.” Journal of Science and Technology 54, no. 1A (2016): 80-87.
  17. Nguyen, Quang Hoa, Thi Xuyen Nguyen, Quoc Viet Vuong, Thi Huyen Trang Vu, Ha Hoang, Thi Thanh Tam Hoang, Thi Dung Vu, Van Dung Tran, and Nguyen Quoc Trinh Bui. “STUDY ON ITO THIN FILMS PREPARED BY MULTI-ANNEALING TECHNIQUE.” Journal of Science and Technology 54, no. 1A (2016): 136-142.
  18. Xiang, Xiang, and Trac D. Tran. “Pose-selective max pooling for measuring similarity.” In Video Analytics. Face and Facial Expression Recognition and Audience Measurement, pp. 113-126. Springer, Cham, 2016.

Conference Proceedings

  1. Tran, Tuan A., Sven Schwarz, Claudia Niederée, Heiko Maus, and Nattiya Kanhabua. “The forgotten needle in my collections: Task-aware ranking of documents in semantic information space.” In Proceedings of the 2016 ACM on Conference on Human Information Interaction and Retrieval, pp. 13-22. ACM, 2016.
  2. Liu, Luoluo, Trac D. Tran, and Sang Peter Chin. “Partial face recognition: A sparse representation-based approach.” In Acoustics, Speech and Signal Processing (ICASSP), 2016 IEEE International Conference on, pp. 2389-2393. IEEE, 2016.
  3. Liu, Luoluo, Jeffrey Glaister, Xiaoxia Sun, Aaron Carass, Trac D. Tran, and Jerry L. Prince. “Segmentation of thalamus from MR images via task-driven dictionary learning.” In Medical Imaging 2016: Image Processing, vol. 9784, p. 97843H. International Society for Optics and Photonics, 2016.
  4. Nguyen, Lam H., and Trac D. Tran. “RFI-radar signal separation via simultaneous low-rank and sparse recovery.” In Radar Conference (RadarConf), 2016 IEEE, pp. 1-5. IEEE, 2016.
  5. Stroud, Jasper R., Bryan Bosworth, Dung Tran, Trac D. Tran, Sang Chin, and Mark A. Foster. “72 MHz A-scan optical coherence tomography using continuous high-rate photonically-enabled compressed sensing (CHiRP-CS).” In CLEO: Science and Innovations, pp. SM2I-1. Optical Society of America, 2016.
  6. Bosworth, Bryan, Jasper R. Stroud, Dung N. Tran, Trac D. Tran, Sang Chin, and Mark A. Foster. “Compressive high speed flow microscopy with motion contrast (Conference Presentation).” In High-Speed Biomedical Imaging and Spectroscopy: Toward Big Data Instrumentation and Management, vol. 9720, p. 97200Y. International Society for Optics and Photonics, 2016.
  7. Huang, Shuai, Dung N. Tran, and Trac D. Tran. “Sparse signal recovery based on nonconvex entropy minimization.” In Image Processing (ICIP), 2016 IEEE International Conference on, pp. 3867-3871. IEEE, 2016.
  8. Xiang, Xiang, and Trac D. Tran. “Recursively Measured Action Units.” In IAPR Workshop on Multimodal Pattern Recognition of Social Signals in Human-Computer Interaction, pp. 153-159. Springer, Cham, 2016.
  9. Tran, Dung N., Luoluo Liu, Trac D. Tran, Sang Peter Chin, Jeffrey Korn, and Eric T. Hoke. “Compressive coding via random replicate mirror.” In Signal and Information Processing (GlobalSIP), 2016 IEEE Global Conference on, pp. 148-152. IEEE, 2016.
  10. Dao, Minh, Chiman Kwan, Bulent Ayhan, and Trac D. Tran. “Burn scar detection using cloudy MODIS images via low-rank and sparsity-based models.” In Signal and Information Processing (GlobalSIP), 2016 IEEE Global Conference on, pp. 177-181. IEEE, 2016.
  11. Sun, Xiaoxia, Nasser M. Nasrabadi, and Trac D. Tran. “Invariant hierarchical sparse coding for object recognition via bags of atoms.” In Signal and Information Processing (GlobalSIP), 2016 IEEE Global Conference on, pp. 212-216. IEEE, 2016.

2015

Journals

  1. H. S. Mousavi, V. Monga, and T. D. Tran, “Iterative Convex Refinement for Sparse Recovery,” IEEE Signal Processing Letters, vol. 22, pp. 1903-1907, Nov. 2015
  2. Q. Qu, N. M. Nasrabadi, T. D. Tran, “Subspace vertex pursuit: A fast and robust near-separable nonnegative matrix factorization method for hyperspectral unmixing,” IEEE Journal of Selected Topics in Signal Processing, vol. 9, no. 6, pp. 1142-1155, Sep. 2015
  3. X. Sun, N. M. Nasrabadi, and T. D. Tran, “Task-driven dictionary learning for hyperspectral image classification with structured sparsity constraints,” IEEE Trans. on Geoscience and Remote Sensing, vol. 53, pp. 4457-4471, Aug. 2015
  4. B. T. Bosworth, J. R. Stroud, D. N. Tran, T. D. Tran, S. Chin, and M. A. Foster, “Ultra-wideband compressed sensing of arbitrary multi-tone sparse radio frequencies using spectrally encoded ultrafast laser pulses,” Optics Letters, vol. 40, no. 11, pp. 3045-3048, Jul. 2015
  5. U. Srinivas, Y. Suo, M. Dao, V. Monga, and T. D. Tran, “Structured sparse priors for image classification,” IEEE Trans. on Image Processing, vol. 24, pp. 1763-1776, Jun. 2015
  6. N. H. Nguyen, P. Drineas, and T. D. Tran, “Tensor sparsification via a bound on the spectral norm of random tensors,” Information and Inference: A Journal of the IMA, vol. 4, no. 3, pp. 195-229, Apr. 2015. Note: 35-page math paper in a top Applied Math journal; Editors: Robert Calderbank & David L. Donoho
  7. J. Zhang, S. Mitra, Y. Suo, A. Cheng, T. Xiong, F. Michon, M. Welkenhuysen, F. Kloosterman, S. P. Chin, S. Hsiao, T. D. Tran, F. Yazicioglu and R. Etienne-Cummings, “A closed-loop compressive-sensing-based neural recording system,” Journal of Neural Engineering, vol. 12, no. 3, Apr. 2015
  8. B. T. Bosworth, J. R. Stroud, D. N. Tran, T. D. Tran, S. P. Chin, and M. A. Foster, “High-speed flow microscopy using compressed sensing with ultrafast laser pulses,” Optics Express, vol. 23, no. 8, pp. 10521-10532, 2015

 

Conference Proceedings

 

  1. T. Xiong, J. Zhang, S. P. Chin, T. D Tran, and R. Etienne-Cummings, “Compressed sensing block-wise exposure control algorithm using optical ow estimation,” Proc. IEEE Biomedical Circuits and Systems Conference (BioCAS), Atlanta, Oct. 2015
  2. J. Zhang, Y. Suo, C. Zhao, T. D. Tran, and R. Etienne-Cummings, “CMOS implementation of pixel-wise coded exposure imaging for insect-based sensor node,” Proc. IEEE Biomedical Circuits and Systems Conference (BioCAS), Atlanta, Oct. 2015
  3. D. N Tran, D. N. Tran, S. P. Chin, and T. D Tran, “Local sensing with global recovery,” Proc. IEEE Int. Conf. on Image Processing, pp. 4313-4316, Quebec City, Sep. 2015
  4. M. D. Dao, A. Rangamani, S. P. Chin, N. P. Nguyen, and T. D Tran, “Targeted dot product representation for friend recommendation in online social networks,” Proc. 2015 IEEE/ACM Int. Conf. on Advances in Social Networks Analysis and Mining (ASONAM2015), pp. 349-356, Paris, Aug. 2015. Note: 8-page full paper in a highly-selective CS conference. Acceptance rate: 18%
  5. L. H. Nguyen and T. D. Tran, “Estimation and extraction of radio-frequency interference from ultra-wideband radar signals,” Proc. IEEE Int. Geoscience and Remote Sensing Symp. (IGARSS2015), pp. 2848-2851, Milan, Jul. 2015
  6. B. T. Bosworth, J. Stroud, D. N. Tran, T. D. Tran, S. P. Chin, and M. A. Foster, “Continuous 119.2-Gsample/s photonic compressed sensing of sparse microwave signals,” Proc. CLEO: Science and Innovations, Optical Society of America, San Jose, May 2015
  7. B. T. Bosworth, J. Stroud, D. N. Tran, T. D. Tran, S. P. Chin, and M. A. Foster, “Compressive 39.6-gigapixel/s continuous imaging using spectrally-structured ultrafast laser pulses,” Proc. CLEO: Science and Innovations, Optical Society of America, San Jose, May 2015
  8. M. Dao, N. M. Nasrabadi, and T. D. Tran, “Multi-sensor classification via sparsity-based representation with low-rank interference,” Proc. IEEE Int. Conf. on Acoustics, Speech and Signal Processing, pp. 2409-2413, Brisbane, Apr. 2015
  9. D. N. Tran, T. Xiong, S. P. Chin, T. D. Tran, “Nonnegative matrix factorization with gradient vertex pursuit,” Proc. IEEE Int. Conf. on Acoustics, Speech and Signal Processing, pp. 2409-2413, Brisbane, Apr. 2015
  10. X. Xiang, M. Dao, G. D. Hager, T. D. Tran, ” Hierarchical sparse and collaborative low-rank representation for emotion,” Proc. IEEE Int. Conf. on Acoustics, Speech and Signal Processing, pp. 3811-3815, Brisbane, Apr. 2015
  11. G. A. Sigurdsson, Z. Yang, T. D. Tran, J. L. Prince, “Interpretable exemplar-based shape classification using constrained sparse linear models,” Proc. SPIE Medical Imaging, Mar. 2015
  12. B. T. Bosworth, J. R. Stroud, D. N. Tran, T. D. Tran, S. P. Chin, and M. A. Foster, “High-speed compressed sensing measurement using spectrally-encoded ultrafast laser pulses,” Proc. IEEE 49th Annual Conf. on Information Sciences and Systems (CISS), pp. 1-4, Mar. 2015
  13. B. T. Bosworth, J. R. Stroud, D. N. Tran, T. D. Tran, S. P. Chin, and M. A. Foster, “Compressive ultrahigh-speed continuous imaging using spectrally-structured ultrafast laser pulses,” Proc. SPIE LASE, pp. 93550P, International Society for Optics and Photonics, Feb. 2015

 

Patents

  1. L. H. Nguyen and T. D. Tran, “Method and system for removal of noise in signal,” U.S. Patent No. 9,172,476. Oct. 2015

 

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