Tran, Trac D.

Professor
Electrical And Computer Engineering

Barton Hall 207
(410) 516-7416
trac@jhu.edu

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About

Education
  • Ph.D. 1998, Univ of Wisconsin Madison
Experience
  • 2010 - 2010:  Conference Session Chair, IEEE
  • 2008 - 2008:  Conference Session Chair, IEEE
  • 2008 - 2008:  Conference Session Chair, IEEE
  • 2005 - 2005:  Conference Session Chair, IEEE
  • 2003 - 2003:  Local Arrangement Chair, International Conference on Multimedia and Expo
  • 2001 - 2001:  Conference Session Chair, 3rd International Conference on Information, Communications and Signal Processing (ICICS2001)
  • 2001 - 2001:  Conference Session Chair, Department of Electrical and Computer Engineering, The Johns Hopkins University
Research Areas
  • Applications in audio/image/video processing, coding, and communications
  • Audio/image/video processing, coding, and communications
  • Compressed sensing and processing applications of sparse signals
  • Computationally efficient systems and algorithms for wireless applications and handheld devices
  • Design of filter banks, wavelets, multirate systems, and transforms
  • Fast DSP implementations for wireless and handheld devices
  • Filter banks, wavelets, multi-rate systems, and transforms
  • Signal representation, decomposition and analysis
  • Signal representation, signal decomposition, and time-frequency signal analysis
Awards
  • 2012:  Best Student Paper Award - IEEE Mikio Takagi Student Prize (First Prize) 2012. U. Srinivas - Y. Chen - V. Monga - N. M. Nasrabadi - and T. D. Tran - "Discriminative graphical models for sparsity based hyperspectral target detection"
  • 2011:  IEEE Senior Member 2008
  • 2010:  Best Paper Award. Y. Chen - N. M. Nasrabadi - and T. D. Tran - 'Joint sparsity model for target detection in hyperspectral imagery' - Proc. of 27th Army Science Conference - Orlando - Nov. 2010.
  • 2009:  Capers and Marion McDonald Award for Excellence in Mentoring and Advising 2009
  • 2007:  William H. Huggins Excellence in Teaching Award 2007
  • 2004:  JHU Alumni Association Excellence in Teaching Award Finalist
  • 2002:  ASEE/ONR Summer Faculty Research Fellow
  • 2001:  NSF CAREER Award

Publications

Journal Articles
  • Nair AA, Tran TD, Reiter A, Lediju Bell MA (2018).  A Deep Learning Based Alternative to Beamforming Ultrasound Images.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.  2018-April.
  • Chin SP, Tran TD, Tran D, Rangamani A (2018).  A greedy pursuit algorithm for separating signals from nonlinear compressive observations.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.  2018-April.
  • Rangamani A, Mukherjee A, Basu A, Arora A, Ganapathi T, Chin S, Tran TD (2018).  Sparse Coding and Autoencoders.  IEEE International Symposium on Information Theory - Proceedings.  2018-June.
  • Alemohammad M, Shin J, Tran DN, Stroud JR, Chin SP, Tran TD, Foster MA (2018).  Widefield compressive multiphoton microscopy.  Optics Letters.  43(12).
  • Tran DN, Tran TD, Nguyen L (2018).  Generative adversarial networks for recovering missing spectral information.  2018 IEEE Radar Conference, RadarConf 2018.
  • Nguyen LH, Tran TD (2018).  Separation of radio-frequency interference from SAR signals via dictionary learning.  2018 IEEE Radar Conference, RadarConf 2018.
  • Xiong T, Zhang J, Martinez-Rubio C, Thakur CS, Eskandar EN, Chin SP, Etienne-Cummings R, Tran TD (2018).  An unsupervised compressed sensing algorithm for multi-channel neural recording and spike sorting.  IEEE Transactions on Neural Systems and Rehabilitation Engineering.  26(6).
  • Zhu W, Xiang X, Tran TD, Hager GD, Xie X (2018).  Adversarial deep structured nets for mass segmentation from mammograms.  Proceedings - International Symposium on Biomedical Imaging.  2018-April.
  • Nair AA, Tran TD, Bell MAL (2018).  Robust Short-Lag Spatial Coherence Imaging.  IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control.  65(3).
  • Wang F, Xiang X, Liu C, Tran TD, Reiter A, Hager GD, Quon H, Cheng J, Yuille AL (2018).  Regularizing face verification nets for pain intensity regression.  Proceedings - International Conference on Image Processing, ICIP.  2017-September.
  • Zhu H, Wang F, Xiang X, Tran TD (2018).  Supervised hashing with jointly learning embedding and quantization.  Proceedings - International Conference on Image Processing, ICIP.  2017-September.
  • Zhou J, Ayhan B, Kwan C, Tran T (2018).  ATR performance improvement using images with corrupted or missing pixels.  Proceedings of SPIE - The International Society for Optical Engineering.  10649.
  • Xiang X, Tran TD (2017).  Linear Disentangled Representation Learning For Facial Actions.  IEEE Transactions on Circuits and Systems for Video Technology.
  • Qu Q, Sun X, Nasrabadi N, Tran TD (2017).  Low rank representation for bilinear abundance estimation problem.  Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing.  2013-June.
  • Xiong T, Rattray J, Zhang J, Thakur CS, Chin SP, Tran TD, Etienne-Cummings R (2017).  Spatiotemporal compressed sensing for video compression.  Midwest Symposium on Circuits and Systems.  2017-August.
  • Xiong T, Zhang J, Thakur CS, Rattray J, Chin SP, Tran TD, Etienne-Cummings R (2017).  Live demonstration: A compact all-CMOS spatiotemporal compressed sensing video camera.  Proceedings - IEEE International Symposium on Circuits and Systems.
  • Huang S, Tran TD (2017).  Sparse signal recovery using generalized approximate message passing with built-in parameter estimation.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.
  • Nguyen LH, Tran TD (2017).  A comprehensive performance comparison of RFI mitigation techniques for UWB radar signals.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.
  • Tran DN, Chin SP, Tran TD (2017).  A provable nonconvex model for factoring nonnegative matrices.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.
  • Nguyen LH, Tran TD (2017).  Interference separation for UWB radar signals from entropy-driven robust PCA.  2017 IEEE Radar Conference, RadarConf 2017.
  • Dao M, Kwan C, Ayhan B, Tran TD (2017).  Bum scar detection using cloudy MODIS images via low-rank and sparsity-based models.  2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings.
  • Tran DN, Liu L, Tran TD, Chin SP, Korn J, Hoke ET (2017).  Compressive coding via random replicate mirror.  2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings.
  • Sun X, Nasrabadi NM, Tran TD (2017).  Invariant hierarchical sparse coding for object recognition via bags of atoms.  2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings.
  • Yang D, Xiong T, Xu D, Huang Q, Liu D, Zhou SK, Xu Z, Park JH, Chen M, Tran TD, Chin SP, Metaxas D, Comaniciu D (2017).  Automatic vertebra labeling in large-scale 3D CT using deep image-to-image network with message passing and sparsity regularization.  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).  10265 LNCS.
  • Yang D, Xiong T, Xu D, Zhou SK, Xu Z, Chen M, Park JH, Grbic S, Tran TD, Chin SP, Metaxas D, Comaniciu D (2017).  Deep image-to-image recurrent network with shape basis learning for automatic vertebra labeling in large-scale 3D CT volumes.  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).  10435 LNCS.
  • Xiang X, Tran TD (2017).  Recursively measured action units.  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).  10183 LNAI.
  • Xiang X, Tran TD (2017).  Pose-selective max pooling for measuring similarity.  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).  10165 LNCS.
  • Stroud JR, Bosworth BT, Tran DN, Tran TD, Chin S, Foster MA (2016).  72 MHz A-scan optical coherence tomography using continuous high-rate photonically-enabled compressed sensing (CHiRP-CS).  2016 Conference on Lasers and Electro-Optics, CLEO 2016.
  • Huang S, Tran TD (2016).  Dimensionality reduction for image classification via mutual information maximization.  Proceedings - International Conference on Image Processing, ICIP.  2016-August.
  • Huang S, Tran DN, Tran TD (2016).  Sparse signal recovery based on nonconvex entropy minimization.  Proceedings - International Conference on Image Processing, ICIP.  2016-August.
  • Liu X, Zhang M, Xiong T, Richardson AG, Lucas TH, Chin PS, Etienne-Cummings R, Tran TD, Van Der Spiegel J (2016).  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(4).
  • Joy S, Nguyen LH, Tran TD (2016).  Radio frequency interference suppression in ultra-wideband synthetic aperture radar using range-Azimuth sparse and low-rank model.  2016 IEEE Radar Conference, RadarConf 2016.
  • Nguyen LH, Tran TD (2016).  RFI-radar signal separation via simultaneous low-rank and sparse recovery.  2016 IEEE Radar Conference, RadarConf 2016.
  • Nguyen LH, Tran TD (2016).  Efficient and Robust RFI Extraction Via Sparse Recovery.  IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.  9(6).
  • Tran DN, Huang S, Chin SP, Tran TD (2016).  Low-rank matrices recovery via entropy function.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.  2016-May.
  • Sun X, Nasrabadi NM, Tran TD (2016).  Sparse coding with fast image alignment via large displacement optical flow.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.  2016-May.
  • Liu L, Tran TD, Chin SP (2016).  Partial face recognition: A sparse representation-based approach.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.  2016-May.
  • Dao M, Nguyen NH, Nasrabadi NM, Tran TD (2016).  Collaborative Multi-Sensor Classification Via Sparsity-Based Representation.  IEEE Transactions on Signal Processing.  64(9).
  • Zhang J, Duncan K, Suo Y, Xiong T, Mitra S, Tran TD, Etienne-Cummings R (2016).  Communication Channel Analysis and Real Time Compressed Sensing for High Density Neural Recording Devices.  IEEE Transactions on Circuits and Systems I: Regular Papers.  63(5).
  • Zhang J, Xiong T, Tran T, Chin S, Etienne-Cummings R (2016).  Compact all-CMOS spatiotemporal compressive sensing video camera with pixel-wise coded exposure.  Optics Express.  24(8).
  • Zhu H, Zhang M, Suo Y, Tran TD, Van Der Spiegel J (2016).  Design of a Digital Address-Event Triggered Compressive Acquisition Image Sensor.  IEEE Transactions on Circuits and Systems I: Regular Papers.  63(2).
  • Liu L, Glaister J, Sun X, Carass A, Tran TD, Prince JL (2016).  Segmentation of thalamus from MR images via task-driven dictionary learning.  Progress in Biomedical Optics and Imaging - Proceedings of SPIE.  9784.
  • Kwan C, Qi H, Tran T (2016).  Recent Advances in Remote Spectral Sensing.  Journal of Sensors.  2016.
  • Tran DN, Tran DN, Chin SP, Tran TD (2015).  Local sensing with global recovery.  Proceedings - International Conference on Image Processing, ICIP.  2015-December.
  • Zhang J, Suo Y, Zhao C, Tran TD, Etienne-Cummings R (2015).  CMOS implementation of pixel-wise coded exposure imaging for insect-based sensor node.  IEEE Biomedical Circuits and Systems Conference: Engineering for Healthy Minds and Able Bodies, BioCAS 2015 - Proceedings.
  • Xiong T, Zhang J, Chin S, Tran TD, Etienne-Cummings R (2015).  Compressed sensing block-wise exposure control algorithm using optical flow estimation.  IEEE Biomedical Circuits and Systems Conference: Engineering for Healthy Minds and Able Bodies, BioCAS 2015 - Proceedings.
  • Bosworth BT, Stroud JR, Tran DN, Tran TD, Chin S, Foster MA (2015).  Ultrawideband RF compressed sensing using spectrally-encoded ultrafast laser pulses.  2015 3rd International Workshop on Compressed Sensing Theory and its Applications to Radar, Sonar, and Remote Sensing, CoSeRa 2015.
  • Nguyen LH, Tran TD (2015).  Estimation and extraction of radio-frequency interference from ultra-wideband radar signals.  International Geoscience and Remote Sensing Symposium (IGARSS).  2015-November.
  • Mousavi HS, Monga V, Tran TD (2015).  Iterative convex refinement for sparse recovery.  IEEE Signal Processing Letters.  22(11).
  • Qu Q, Nasrabadi NM, Tran TD (2015).  Subspace vertex pursuit: A fast and robust near-separable nonnegative matrix factorization method for hyperspectral unmixing.  IEEE Journal on Selected Topics in Signal Processing.  9(6).
  • Dao MD, Rangamani A, Chin S, Nguyen NP, Tran TD (2015).  Targeted dot product representation for friend recommendation in online social networks.  Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015.
  • Stroud JR, Bosworth BT, Tran DN, McKenna TP, Clark TR, Tran TD, Chin S, Foster MA (2015).  Continuous 119.2-GSample/s photonic compressed sensing of sparse microwave signals.  Conference on Lasers and Electro-Optics Europe - Technical Digest.  2015-August.
  • Bosworth BT, Stroud JR, Tran DN, Tran TD, Chin S, Foster MA (2015).  Compressive 39.6-gigapixel/s continuous imaging using spectrally-structured ultrafast laser pulses.  Conference on Lasers and Electro-Optics Europe - Technical Digest.  2015-August.
  • Sun X, Nasrabadi NM, Tran TD (2015).  Task-driven dictionary learning for hyperspectral image classification with structured sparsity constraints.  IEEE Transactions on Geoscience and Remote Sensing.  53(8).
  • Zhang J, Mitra S, Suo Y, Cheng A, Xiong T, Michon F, Welkenhuysen M, Kloosterman F, Chin PS, Hsiao S, Tran TD, Yazicioglu F, Etienne-Cummings R (2015).  A closed-loop compressive-sensing-based neural recording system.  Journal of Neural Engineering.  12(3).
  • Srinivas U, Suo Y, Dao M, Monga V, Tran TD (2015).  Structured Sparse Priors for Image Classification.  IEEE Transactions on Image Processing.  24(6).
  • Stroud JR, Bosworth BT, Tran DN, McKenna TP, Clark TR, Tran TD, Chin S, Foster MA (2015).  Continuous 119.2-GSample/s photonic compressed sensing of sparse microwave signals.  CLEO: Science and Innovations, CLEO-SI 2015.
  • Bosworth BT, Stroud JR, Tran DN, Tran TD, Chin S, Foster MA (2015).  Compressive 39.6-gigapixel/s continuous imaging using spectrally-structured ultrafast laser pulse.  CLEO: Science and Innovations, CLEO-SI 2015.
  • Sigurdsson GA, Yang Z, Tran TD, Prince JL (2015).  Interpretable exemplar-based shape classification using constrained sparse linear models.  Progress in Biomedical Optics and Imaging - Proceedings of SPIE.  9413.
  • Dao M, Nasrabadi NM, Tran TD (2015).  Multi-sensor classification via sparsity-based representation with low-rank interference.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.  2015-August.
  • Bosworth BT, Stroud JR, Tran DN, Tran TD, Chin S, Foster MA (2015).  High-speed flow microscopy using compressed sensing with ultrafast laser pulses.  Optics Express.  23(8).
  • Bosworth BT, Stroud JR, Tran DN, Tran TD, Chin S, Foster MA (2015).  Compressive ultrahigh-speed continuous imaging using spectrally structured ultrafast laser pulses.  Proceedings of SPIE - The International Society for Optical Engineering.  9355.
  • Tran DN, Xiong T, Chin SP, Tran TD (2015).  Nonnegative matrix factorization with gradient vertex pursuit.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.  2015-August.
  • Xiang X, Dao M, Hager GD, Tran TD (2015).  Hierarchical Sparse and Collaborative Low-Rank representation for emotion recognition.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.  2015-August.
  • Bosworth BT, Stroud JR, Tran DN, Tran TD, Chin S, Foster MA (2015).  Ultrawideband compressed sensing of arbitrary multi-tone sparse radio frequencies using spectrally encoded ultrafast laser pulses.  Optics Letters.  40(13).
  • Bosworth BT, Stroud JR, Tran DN, Tran TD, Chin S, Foster MA (2015).  High-speed compressed sensing measurement using spectrally-encoded ultrafast laser pulses.  2015 49th Annual Conference on Information Sciences and Systems, CISS 2015.
  • Dao M, Suo Y, Chin SP, Tran TD (2015).  Structured sparse representation with low-rank interference.  Conference Record - Asilomar Conference on Signals, Systems and Computers.  2015-April.
  • Nguyen LH, Dao MD, Tran TD (2015).  Joint sparse and low-rank model for radio-frequency interference suppression in ultra-wideband radar applications.  Conference Record - Asilomar Conference on Signals, Systems and Computers.  2015-April.
  • Suo Y, Zhang J, Xiong T, Chin PS, Etienne-Cummings R, Tran TD (2014).  Energy-efficient multi-mode compressed sensing system for implantable neural recordings.  IEEE Transactions on Biomedical Circuits and Systems.  8(5).
  • Vouras PG, Tran TD (2014).  Robust transmit nulling in wideband arrays.  IEEE Transactions on Signal Processing.  62(14).
  • Sun X, Nasrabadi NM, Tran TD (2014).  Task-driven dictionary learning for hyperspectral image classification with structured sparsity priors.  2014 IEEE International Conference on Image Processing, ICIP 2014.
  • Mousavi HS, Srinivas U, Monga V, Suo Y, Dao M, Tran TD (2014).  Multi-task image classification via collaborative, hierarchical spike-and-slab priors.  2014 IEEE International Conference on Image Processing, ICIP 2014.
  • Nguyen LH, Dao MD, Tran TD (2014).  Radio-frequency interference separation and suppression from ultrawideband radar data via low-rank modeling.  2014 IEEE International Conference on Image Processing, ICIP 2014.
  • Suo Y, Dao M, Tran T, Mousavi H, Srinivas U, Monga V (2014).  Group structured dirty dictionary learning for classification.  2014 IEEE International Conference on Image Processing, ICIP 2014.
  • Joy S, Nguyen LH, Tran TD (2014).  Robust joint down- and cross-range sparse recovery of raw ultra-wideband SAR data.  2014 IEEE International Conference on Image Processing, ICIP 2014.
  • Xiong T, Suo Y, Zhang J, Liu S, Etienne-Cummings R, Chin S, Tran TD (2014).  A dictionary learning algorithm for multi-channel neural recordings.  IEEE 2014 Biomedical Circuits and Systems Conference, BioCAS 2014 - Proceedings.
  • Nguyen LH, Tran T, Do T (2014).  Sparse models and sparse recovery for ultra-wideband SAR applications.  IEEE Transactions on Aerospace and Electronic Systems.  50(2).
  • Zhang J, Suo Y, Mitra S, Chin SP, Hsiao S, Yazicioglu RF, Tran TD, Etienne-Cummings R (2014).  An efficient and compact compressed sensing microsystem for implantable neural recordings.  IEEE Transactions on Biomedical Circuits and Systems.  8(4).
  • Sun X, Qu Q, Nasrabadi NM, Tran TD (2014).  Structured priors for sparse-representation-based hyperspectral image classification.  IEEE Geoscience and Remote Sensing Letters.  11(7).
  • Qu Q, Sun X, Nasrabadi NM, Tran TD (2014).  Subspace vertex pursuit for separable non-negative matrix factorization in hyperspectral unmixing.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.
  • Qu Q, Nasrabadi NM, Tran TD (2014).  Abundance estimation for bilinear mixture models via joint sparse and low-rank representation.  IEEE Transactions on Geoscience and Remote Sensing.  52(7).
  • Zhang J, Xiong T, Mitra S, Suo Y, Tran TD, Firat Yazicioglu R, Etienne-Cummings R (2014).  Live demonstration: A closed loop Compressive Sensing neural recording system.  IEEE 2014 Biomedical Circuits and Systems Conference, BioCAS 2014 - Proceedings.
  • Suo Y, Zhang J, Etienne-Cummings R, Tran TD, Chin S (2013).  Energy-efficient two-stage compressed sensing method for implantable neural recordings.  2013 IEEE Biomedical Circuits and Systems Conference, BioCAS 2013.
  • Srinivas U, Suo Y, Dao M, Monga V, Tran TD (2013).  Structured sparse priors for image classification.  2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings.
  • Dao M, Nguyen L, Tran TD (2013).  Temporal rate up-conversion of synthetic aperture radar via low-rank matrix recovery.  2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings.
  • Suo Y, Dao M, Tran T, Srinivas U, Monga V (2013).  Hierarchical sparse modeling using Spike and Slab priors.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.
  • Qu Q, Nasrabadi NM, Tran TD (2013).  Hyperspectral abundance estimation for the generalized bilinear model with joint sparsity constraint.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.
  • Dao M, Suo Y, Chin S, Tran T (2013).  Video frame interpolation via weighted robust principal component analysis.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.
  • Monga V, Tran T (2013).  Discriminative sparse representations with applications.  Proceedings of the American Control Conference.
  • Zhang J, Suo Y, Mitra S, Chin SP, Tran TD, Yazicioglu F, Etienne-Cummings R (2013).  Reconstruction of neural action potentials using signal dependent sparse representations.  Proceedings - IEEE International Symposium on Circuits and Systems.
  • Nguyen NH, Tran TD (2013).  Exact recoverability from dense corrupted observations via l1-Minimization.  IEEE Transactions on Information Theory.  59(4).
  • Chen Y, Nasrabadi NM, Tran TD (2013).  Hyperspectral image classification via kernel sparse representation.  IEEE Transactions on Geoscience and Remote Sensing.  51(1).
  • Srinivas U, Chen Y, Monga V, Nasrabadi NM, Tran TD (2013).  Exploiting sparsity in hyperspectral image classification via graphical models.  IEEE Geoscience and Remote Sensing Letters.  10(3).
  • Nguyen NH, Tran TD (2013).  Robust lasso with missing and grossly corrupted observations.  IEEE Transactions on Information Theory.  59(4).
  • Srinivas U, Chen Y, Monga V, Nasrabadi NM, Tran TD (2012).  Discriminative graphical models for sparsity-based hyperspectral target detection.  International Geoscience and Remote Sensing Symposium (IGARSS).
  • Nguyen LH, Tran TD (2012).  Robust and adaptive extraction of RFI signals from ultra-wideband radar data.  International Geoscience and Remote Sensing Symposium (IGARSS).
  • Dao M, Nguyen D, Tran T, Chin S (2012).  Chemical plume detection in hyperspectral imagery via joint sparse representation.  Proceedings - IEEE Military Communications Conference MILCOM.
  • Chen Y, Nasrabadi NM, Tran TD (2012).  Kernel sparse representation for hyperspectral target detection.  International Geoscience and Remote Sensing Symposium (IGARSS).
  • Nguyen NH, Nasrabadi NM, Tran TD (2012).  Multi-sensor joint kernel sparse representation for personnel detection.  European Signal Processing Conference.
  • Orchard G, Zhang J, Suo Y, Dao M, Nguyen DT, Chin S, Posch C, Tran TD, Etienne-Cummings R (2012).  Real time compressive sensing video reconstruction in hardware.  IEEE Journal on Emerging and Selected Topics in Circuits and Systems.  2(3).
  • Chen Y, Nasrabadi NM, Tran TD (2012).  Kernel sparse representation for hyperspectral target detection.  Proceedings of SPIE - The International Society for Optical Engineering.  8390.
  • Do TT, Gan L, Nguyen NH, Tran TD (2012).  Fast and efficient compressive sensing using structurally random matrices.  IEEE Transactions on Signal Processing.  60(1).
  • Chen Y, Nasrabadi NM, Tran TD (2012).  Discriminative dictionary design using LVQ for hyperspectral image classification.  Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing.
  • Chen Y, Nasrabadi NM, Tran TD (2011).  Random projection as dimensionality reduction and its effect on classical target recognition and anomaly detection techniques.  Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing.
  • Srinivas U, Monga V, Chen Y, Tran TD (2011).  Sparsity-based face recognition using discriminative graphical models.  Conference Record - Asilomar Conference on Signals, Systems and Computers.
  • Chen Y, Nasrabadi NM, Tran TD (2011).  Effects of linear projections on the performance of target detection and classification in hyperspectral imagery.  Journal of Applied Remote Sensing.  5(1).
  • Nguyen NH, Nasrabadi NM, Tran TD (2011).  Robust Lasso with missing and grossly corrupted observations.  Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011.
  • Chen Y, Nasrabadi NM, Tran TD (2011).  Hyperspectral image classification via kernel sparse representation.  Proceedings - International Conference on Image Processing, ICIP.
  • Nguyen DT, Dao MD, Tran TD (2011).  Error concealment via 3-mode tensor approximation.  Proceedings - International Conference on Image Processing, ICIP.
  • Nguyen LH, Tran TD (2011).  Robust recovery of synthetic aperture radar data from uniformly under-sampled measurements.  International Geoscience and Remote Sensing Symposium (IGARSS).
  • Chen Y, Nasrabadi NM, Tran TD (2011).  Hyperspectral image classification using dictionary-based sparse representation.  IEEE Transactions on Geoscience and Remote Sensing.  49(10 PART 2).
  • Chen Y, Nasrabadi NM, Tran TD (2011).  Effects of random measurements on the performance of target detection in hyperspectral imagery.  Proceedings of SPIE - The International Society for Optical Engineering.  8048.
  • Chen Y, Nasrabadi NM, Tran TD (2011).  Joint sparsity for target detection.  Proceedings of SPIE - The International Society for Optical Engineering.  8048.
  • Nguyen DT, Chen Y, Tran TD, Chin SP (2011).  Simultaneous sparse recovery for unsupervised hyperspectral unmixing.  Proceedings of SPIE - The International Society for Optical Engineering.  8048.
  • Nguyen NH, Nasrabadi NM, Tran TD (2011).  Robust multi-sensor classification via joint sparse representation.  Fusion 2011 - 14th International Conference on Information Fusion.
  • Nguyen D, Dao M, Tran T (2011).  Video error concealment using sparse recovery and local dictionaries.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.
  • Chen Y, Nasrabadi NM, Tran TD (2011).  Simultaneous joint sparsity model for target detection in hyperspectral imagery.  IEEE Geoscience and Remote Sensing Letters.  8(4).
  • Chen Y, Nasrabadi NM, Tran TD (2011).  Sparse representation for target detection in hyperspectral imagery.  IEEE Journal on Selected Topics in Signal Processing.  5(3).
  • Varadarajan B, Khudanpur S, Tran TD (2011).  Stepwise optimal subspace pursuit for improving sparse recovery.  IEEE Signal Processing Letters.  18(1).
  • Nguyen L, Tran TD (2010).  Model-based sub-nyquist sampling and reconstruction technique for ultra-wideband (UWB) radar.  Proceedings of SPIE - The International Society for Optical Engineering.  7669.
  • Dao MD, Nguyen DT, Cao Y, Tran TD (2010).  Video concealment via matrix completion at high missing rates.  Conference Record - Asilomar Conference on Signals, Systems and Computers.
  • Chen Y, Nasrabadi NM, Tran TD (2010).  Sparsity-based classification of hyperspectral imagery.  International Geoscience and Remote Sensing Symposium (IGARSS).
  • Chen Y, Do TT, Tran TD (2010).  Robust face recognition using locally adaptive sparse representation.  Proceedings - International Conference on Image Processing, ICIP.
  • Gan L, Do TT, Tran TD (2010).  Fast dimension reduction through random permutation.  Proceedings - International Conference on Image Processing, ICIP.
  • Chen Y, Nasrabadi NM, Tran TD (2010).  Classification for hyperspectral imagery based on sparse representation.  2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2010 - Workshop Program.
  • Sivaram GSVS, Nemala SK, Elhilali M, Tran TD, Hermansky H (2010).  Sparse coding for speech recognition.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.
  • Nguyen LH, Tran TD (2010).  A sparsity-driven joint image registration and change detection technique for SAR imagery.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.
  • Chen Y, Nasrabadi NM, Tran TD (2010).  Sparse subspace target detection for hyperspectral imagery.  Proceedings of SPIE - The International Society for Optical Engineering.  7695.
  • Nguyen D, Tran T, Kwan C, Ayhan B (2010).  Endmember extraction in hyperspectral images using 1-1 minimization and linear complementary programming.  Proceedings of SPIE - The International Society for Optical Engineering.  7695.
  • Do TT, Chen Y, Nguyen DT, Nguyen N, Gan L, Tran TD (2009).  Robust video transmission using Layered Compressed Sensing.  2009 IEEE International Workshop on Multimedia Signal Processing, MMSP '09.
  • Nguyen NH, Do TT, Tran TD (2009).  A fast and efficient algorithm for low-rank approximation of a matrix.  Proceedings of the Annual ACM Symposium on Theory of Computing.
  • Liu L, Tran T, Topiwala P (2009).  A new resampling approach for optimal reconstruction.  Proceedings of SPIE - The International Society for Optical Engineering.  7443.
  • Vouras PG, Tran TD (2009).  Design of pointwise-in-frequency paraunitary filter banks.  Proceedings - 43rd Annual Conference on Information Sciences and Systems, CISS 2009.
  • Do TT, Gan L, Chen Y, Nguyen N, Tran TD (2009).  Fast and efficient dimensionality reduction using structurally random matrices.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.
  • Nguyen N, Do TT, Chen Y, Tran TD (2009).  A fast and efficient algorithm for low rank matrix recovery from incomplete observations.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.
  • Do TT, Chen Y, Nguyen N, Gan L, Tran TD (2009).  A fast and efficient heuristic nuclear-norm algorithm for affine rank minimization.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.
  • Vouras P, Tran T, Ching M (2009).  Rational canonical form of polyphase matrices with applications to designing paraunitary filter banks.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.
  • Vouras PG, Tran TD (2009).  Near real-time adaptive radar processing using analog dithers.  IEEE National Radar Conference - Proceedings.
  • Sun G, Samarawickrama U, Liang J, Tian C, Tu C, Tran TD (2009).  Multiple description coding with prediction compensation.  IEEE Transactions on Image Processing.  18(5).
  • El-Shehaby IA, Tran TD (2009).  Implementation and application of local computation of wavelet coefficients in the dual-tree complexwavelets.  Proceedings - International Conference on Image Processing, ICIP.
  • Do TT, Chen Y, Nguyen DT, Nguyen N, Gan L, Tran TD (2009).  Distributed compressed video sensing.  Proceedings - International Conference on Image Processing, ICIP.
  • Vouras PG, Tran TD (2008).  Factorization of paraunitary polyphase matrices using subspace projections.  Conference Record - Asilomar Conference on Signals, Systems and Computers.
  • Gan L, Do TT, Tran TD (2008).  Fast compressive imaging using scrambled block hadamard ensemble.  European Signal Processing Conference.
  • Do TT, Gan L, Nguyen N, Tran TD (2008).  Sparsity adaptive matching pursuit algorithm for practical compressed sensing.  Conference Record - Asilomar Conference on Signals, Systems and Computers.
  • Liu L, Gan L, Tran TD (2008).  Lifting-based laplacian pyramid reconstruction schemes.  Proceedings - International Conference on Image Processing, ICIP.
  • Tran TD, Topiwala PN (2008).  Modern transform design for advanced image/video coding applications.  Proceedings of SPIE - The International Society for Optical Engineering.  7073.
  • El-shehaby IA, Tran TD (2008).  Local computation and estimation of wavelet coefficients in the dual-tree complex wavelet transform.  Proceedings - IEEE International Symposium on Circuits and Systems.
  • Do TT, Tran TD, Gan L (2008).  Fast compressive sampling with structurally random matrices.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.
  • Abbas A, Tran TD (2008).  Rational coefficient dual-tree complex wavelet transform: Design and implementation.  IEEE Transactions on Signal Processing.  56(8 I).
  • Liu L, Tran TD (2007).  Rate-distortion analysis of multiplierless lifting-based IDCT approximations.  Forty-first Annual Conference on Information Sciences and Systems, CISS 2007 - Proceedings.
  • Liu L, Gan L, Tran TD (2007).  General reconstruction of laplacian pyramid and its dual frame solutions.  Forty-first Annual Conference on Information Sciences and Systems, CISS 2007 - Proceedings.
  • Vouras PG, Tran TD (2007).  Discrete-time dithering technique for designing time-varying signal adapted filter banks.  Forty-first Annual Conference on Information Sciences and Systems, CISS 2007 - Proceedings.
  • Liu L, Tran TD, Topiwala P (2007).  From 16-bit to high-accuracy IDCT approximation: Fruits of single architecture affiliation.  Proceedings of SPIE - The International Society for Optical Engineering.  6696.
  • Vouras P, Tran TD (2007).  Design of FIR paraunitary approximations to principal component filter banks.  2006 IEEE Conference on Information Sciences and Systems, CISS 2006 - Proceedings.
  • Tran TD, Liu L, Topiwala P (2007).  Performance Comparison of leading image codecs: H.264/AVC Intra, JPEG2000, and Microsoft HD Photo.  Proceedings of SPIE - The International Society for Optical Engineering.  6696.
  • Vouras PG, Tran TD (2007).  Signal adapted Filter Bank design using Markov parameters.  Conference Record - Asilomar Conference on Signals, Systems and Computers.
  • Chi YM, Tran TD, Etienne-Cummings R (2007).  Optical flow approximation of sub-pixel accurate block matching for video coding.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.  1.
  • Liu L, Tran TD (2007).  An 8×8 IEEE-compliant lifting-based multiplierlessidct structure and algorithm.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.  1.
  • Vouras PG, Tran TD (2007).  Paraunitary filter bank design using derivative constraints.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.  3.
  • Salazar C, Tran TD (2007).  A complexity scalable universal DCT domain image resizing algorithm.  IEEE Transactions on Circuits and Systems for Video Technology.  17(4).
  • Liang J, Tu C, Gan L, Tran TD, Ma KK (2007).  Wiener filter-based error resilient time-domain lapped transform.  IEEE Transactions on Image Processing.  16(2).
  • Gan L, Tu C, Liang J, Tran TD, Ma KK (2007).  Undersampled boundary pre-/postfilters for low bit-rate DCT-based block coders.  IEEE Transactions on Image Processing.  16(2).
  • Sun G, Samarawickrama U, Liang J, Tu C, Tran TD (2006).  Multiple description image coding with prediction compensation.  Proceedings - International Conference on Image Processing, ICIP.  6.
  • El-Shehaby IA, Tran TD (2006).  On local computation of wavelet coefficients in the dual-tree CWT.  Conference Record - Asilomar Conference on Signals, Systems and Computers.
  • Liu L, Dai W, Tran TD (2006).  JPEG-compliant image coding with adaptive pre-/post-filtering.  Proceedings - IEEE International Symposium on Circuits and Systems.
  • Liang J, Li X, Sun G, Tran TD (2006).  Two-dimensional wiener filters for error resilient time domain lapped transform.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.  3.
  • Abbas A, Tran TD (2006).  Multiplierless design of biorthogonal dual-tree complex wavelet transform using lifting scheme.  Proceedings - International Conference on Image Processing, ICIP.
  • Vouras PG, Tran TD (2006).  Wideband adaptive beamforming using linear phase filterbanks.  Conference Record - Asilomar Conference on Signals, Systems and Computers.
  • Liu L, Tran TD, Topiwala P (2006).  Fast 16-bit fixed-point 8×8 IDCT approximations.  Conference Record - Asilomar Conference on Signals, Systems and Computers.
  • Salazar C, Tran TD (2006).  A more efficient and video friendly spatial resizing algorithm.  Proceedings - International Conference on Image Processing, ICIP.
  • Topiwala P, Tran T, Dai W (2006).  Performance comparison of JPEG2000 and H.264/AVC high profile intra-frame coding on HD video sequences.  Proceedings of SPIE - The International Society for Optical Engineering.  6312.
  • Kwan C, Li B, Xu R, Li X, Tran T, Nguyen T (2006).  A complete image compression scheme based on overlapped block transform with post-processing.  Eurasip Journal on Applied Signal Processing.  2006.
  • Tu C, Tran TD, Liang J (2006).  Error resilient pre/post-filtering for DCT-based block coding systems.  IEEE Transactions on Image Processing.  15(1).
  • Liang J, Tu C, Tran TD, Gan L (2005).  Wiener filtering for generalized error resilient time domain lapped transform.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.  II.
  • Salazar C, Tran TD (2005).  Flexible resizing algorithms for video transcoding.  Proceedings - IEEE International Symposium on Circuits and Systems.
  • Stralka JP, Tran TD (2005).  Modulated lapped transform generalized sidelobe canceller.  IEEE CAMSAP 2005 - First International Workshop on Computational Advances in Multi-Sensor Adaptive Processing.  2005.
  • Liang J, Tu C, Tran TD (2005).  Optimal block boundary pre/postfiltering for wavelet-based image and video compression.  IEEE Transactions on Image Processing.  14(12).
  • Liang J, Tu C, Tran TD, Gan L (2005).  Error resilient DOT image coding with pre/post-filtering and wiener filtering.  Proceedings of SPIE - The International Society for Optical Engineering.  5960(3).
  • Dai W, Liu L, Tran TD (2005).  Adaptive block-based image coding with pre-/post-filtering.  Data Compression Conference Proceedings.
  • Dang PP, Chau PM, Nguyen TQ, Tran TD (2005).  BinDCT and its efficient VLSI architectures for real-time embedded applications.  Journal of Imaging Science and Technology.  49(2).
  • Abbas A, Tran TD (2005).  Fast approximations of the orthogonal dual-tree wavelet bases.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.  IV.
  • Vouras PG, Tran TD (2005).  Principal component filter bank for band partitioned sidelobe cancellation.  IEEE National Radar Conference - Proceedings.  2005-January(January).
  • Salazar CL, Tran TD (2004).  On resizing images in the DCT domain.  Proceedings - International Conference on Image Processing, ICIP.  4.
  • Tu C, Tran TD, Liang J (2004).  Over-sampled and under-sampled pre-/post-filters for block DCT coders.  Proceedings - International Conference on Image Processing, ICIP.  5.
  • Dang PP, Nguyen TQ, Tran TD (2004).  High performance low power BinDCT coprocessor for wireless video applications.  Proceedings of SPIE - The International Society for Optical Engineering.  5297.
  • Liang J, Tu C, Tran TD (2004).  Optimal block boundary pre/post-filtering for wavelet-based image and video compression.  Proceedings - International Conference on Image Processing, ICIP.  1.
  • Oraintara S, Tran TD, Nguyen TQ (2003).  A Class of Regular Biorthogonal Linear-Phase Filterbanks: Theory, Structure, and Application in Image Coding.  IEEE Transactions on Signal Processing.  51(12).
  • Dai W, Tran TD (2003).  Regularity-constrained pre- and post-filtering for block DCT-based systems.  IEEE Transactions on Signal Processing.  51(10).
  • Tu C, Tran TD, Liang J (2003).  Error resilient pre-/post-filtering for DCT-based block coding systems.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.  3.
  • Liang J, Gan L, Tu C, Tran TD, Ma KK (2003).  On efficient implementation of oversampled linear phase perfect reconstruction filter banks.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.  6.
  • Liang J, Tran TD, De Queiroz RL (2003).  DCT-based general structure for linear-phase paraunitary filterbanks.  IEEE Transactions on Signal Processing.  51(6).
  • Tran TD, Liang J, Tu C (2003).  Lapped transform via time-domain pre- and post-filtering.  IEEE Transactions on Signal Processing.  51(6).
  • Tu C, Liang J, Tran TD (2003).  Adaptive runlength coding.  IEEE Signal Processing Letters.  10(3).
  • Liang J, Gan L, Tu C, Tran TD, Ma KK (2003).  On efficient implementation of oversampled linear phase perfect reconstruction filter banks.  Proceedings - IEEE International Conference on Multimedia and Expo.  1.
  • Liang J, Tran TD (2002).  A partial-DFT-based OFDM system resistant to channel NULLs.  Conference Record of the Asilomar Conference on Signals, Systems and Computers.  1.
  • Chen YJ, Oraintara S, Tran TD, Amaratunga K, Nguyen TQ (2002).  Multiplierless approximation of transforms with adder constraint.  IEEE Signal Processing Letters.  9(11).
  • Tu C, Tran TD (2002).  Context-based entropy coding of block transform coefficients for image compression.  IEEE Transactions on Image Processing.  11(11).
  • Gangaputra S, Tran TD (2002).  Adaptive pre- and post-filtering for block based systems.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.  4.
  • Liang J, Tran TD (2002).  DCT-based general structure for linear phase paraunitary filter banks.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.  2.
  • Tran TD (2002).  M-channel linear phase perfect reconstruction filter bank with rational coefficients.  IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications.  49(7).
  • Gan L, Ma KK, Nguyen TQ, Tran TD, De Queiroz RL (2002).  On the completeness of the lattice factorization for linear-phase perfect reconstruction filter banks.  IEEE Signal Processing Letters.  9(4).
  • Ikehara M, Tran TD, Nguyen TQ (2002).  A family of lapped regular transforms with integer coefficients.  IEEE Transactions on Signal Processing.  50(4).
  • Liang J, Tran TD (2002).  Further results on DCT-based linear phase paraunitary filter banks.  IEEE International Conference on Image Processing.  2.
  • Tu C, Liang J, Tran TD (2002).  Adaptive runlength coding.  IEEE International Conference on Image Processing.  2.
  • Tu C, Tran TD (2002).  On context-based entropy coding of block transform coefficients.  IEEE International Conference on Image Processing.  2.
  • Dai W, Tran TD, Oraintara S, Nguyen TQ (2002).  Integer- and rational-coefficient M-band wavelet.  Proceedings - IEEE International Symposium on Circuits and Systems.  3.
  • Fan X, Shen G, Li S, Tran TD, Zhang YQ (2002).  Rate-distortion optimization of macroblock-based progressive fine granularity scalable video codec.  Proceedings - IEEE International Symposium on Circuits and Systems.  4.
  • Chen YJ, Oraintara S, Tran TD, Amaratunga K, Nguyen TQ (2002).  Multiplierless approximation of transforms using lifting scheme and coordinate descent with adder constraint.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.  3.
  • Tran TD, Tu C (2001).  Lapped transform based video coding.  Proceedings of SPIE - The International Society for Optical Engineering.  4472.
  • Liang J, Tran TD (2001).  Fast multiplierless approximations of the DCT with the lifting scheme.  IEEE Transactions on Signal Processing.  49(12).
  • Tu C, Tran TD (2001).  Context based entropy coding of block transform coefficients for image compression.  Proceedings of SPIE - The International Society for Optical Engineering.  4472.
  • Oraintara S, Tran TD, Heller PN, Nguyen TQ (2001).  Lattice structure for regular paraunitary linear-phase filterbanks and M-band orthogonal symmetric wavelets.  IEEE Transactions on Signal Processing.  49(11).
  • Kwan C, Li B, Xu R, Tran T, Nguyen T (2001).  SAR image compression using wavelets.  Proceedings of SPIE - The International Society for Optical Engineering.  4391.
  • Kwan C, Li B, Xu R, Tran T, Nguyen T (2001).  Very low bit-rate video compression using wavelets.  Proceedings of SPIE - The International Society for Optical Engineering.  4391.
  • De Queiroz RL, Fan Z, Tran TD (2000).  Optimizing block-threshold segmentation for MRC compression.  IEEE International Conference on Image Processing.  2.
  • Chakrabartty S, Stanacevic M, Tran TD (2000).  Adaptive image database using wavelets.  Conference Record of the Asilomar Conference on Signals, Systems and Computers.  2.
  • Liang J, Tran TD (2000).  Approximating the DCT with the lifting scheme: Systematic design and applications.  Conference Record of the Asilomar Conference on Signals, Systems and Computers.  1.
  • Liang J, Tran TD (2000).  Fast multiplierless approximation of the DCT with the lifting scheme.  Proceedings of SPIE - The International Society for Optical Engineering.  4115.
  • Tran TD (2000).  BinDCT: Fast multiplierless approximation of the DCT.  IEEE Signal Processing Letters.  7(6).
  • Tran TD (2000).  LiftLT: Fast-lapped transforms via lifting steps.  IEEE Signal Processing Letters.  7(6).
  • Duval LC, Van Bui T, Nguyen TQ, Tran TD (2000).  GenLOT optimization techniques for seismic data compression.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.  4.
  • Tran TD, De Queiroz RL, Nguyen TQ (2000).  Linear-phase perfect reconstruction filter bank: lattice structure, design, and application in image coding.  IEEE Transactions on Signal Processing.  48(1).
  • Tu C, Tran TD, Prince JL, Topiwala P (2000).  Fast block-based motion estimation via DC matching.  Conference Record of the Asilomar Conference on Signals, Systems and Computers.  2.
  • Duval LC, Bui-Tran V, Nguyen TQ, Tran TD (2000).  Seismic data compression using GenLOT: towards 'optimality'?.  Data Compression Conference Proceedings.
  • Kasarabada V, Simsek E, Tran TD (2000).  Wavelet based image retrieval algorithm via mutual information.  Proceedings of SPIE - The International Society for Optical Engineering.  3972.
  • Tu C, Tran TD, Prince JL, Topiwala P (2000).  Projection-based block matching motion estimation.  Proceedings of SPIE-The International Society for Optical Engineering.  4115.
  • De Queiroz RL, Fan Z, Tran TD (2000).  Optimizing block-thresholding segmentation for multilayer compression of compound images.  IEEE Transactions on Image Processing.  9(9).
  • de Queiroz RL, Tran TD (2000).  Fast lapped transform for image coding.  Proceedings of SPIE - The International Society for Optical Engineering.  3974.
  • Tran TD (1999).  Fast multiplierless block transform for image and video compression.  IEEE International Conference on Image Processing.  3.
  • Tran TD, Ikehara M, Nguyen TQ (1999).  Linear phase paraunitary filter bank with filters of different lengths and its application in image compression.  IEEE Transactions on Signal Processing.  47(10).
  • Tran TD (1999).  LiftLT: Fast lapped transforms via lifting steps.  IEEE International Conference on Image Processing.  2.
  • Topiwala PN, Tran TD (1999).  Local zerotree coding.  IEEE International Conference on Image Processing.  2.
  • Tran TD, Nguyen TQ (1999).  A progressive transmission image coder using linear phase uniform filterbanks as block transforms.  IEEE Transactions on Image Processing.  8(11).
  • Tran TD (1999).  M-channel linear phase perfect reconstruction filter bank with integer coefficients.  Proceedings of SPIE - The International Society for Optical Engineering.  3813.
  • Tran TD, De Queiroz R, Nguyen TQ (1998).  The generalized lapped biorthogonal transform.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.  3.
  • Tran TD, Nguyen TQ (1998).  Lapped transforms of arbitrary block size.  Conference Record of the Asilomar Conference on Signals, Systems and Computers.  2.
  • Tran TD, Ikehara M, Nguyen TQ (1998).  Linear phase paraunitary filter bank with filters of different lengths and its application in image compression.  IEEE Transactions on Signal Processing.  46(5).
  • Helsingius M, Tran T, Nguyen T (1998).  GenLOT-based progressive image coder for low resolution images.  IEEE International Conference on Image Processing.  2.
  • Ikehara M, Tran TD, Nguyen TQ (1998).  Generalized lapped biorthogonal transforms with integer coefficients.  IEEE International Conference on Image Processing.  3.
  • Tran TD, de Queiroz RL, Nguyen TQ (1998).  Variable-length generalized lapped biorthogonal transform.  IEEE International Conference on Image Processing.  3.
  • Tran TD (1998).  Linear-Phase Perfect Reconstruction Filter Bank: Lattice Structure, Design, and Application in Image Coding.  IEEE Transactions on Signal Processing.  46(9).
  • Tran TD, Nguyen TQ, Hu YH (1998).  Perceptually-tuned block-transform-based progressive transmission image coder.  Conference Record of the Asilomar Conference on Signals, Systems and Computers.  2.
  • Tran TD, Nguyen TQ (1998).  Progressive transmission image coder using linear phase paraunitary filter banks.  Conference Record of the Asilomar Conference on Signals, Systems and Computers.  1.
  • Tran TD, Nguyen TQ (1998).  Lapped transform progressive image coder.  Proceedings - IEEE International Symposium on Circuits and Systems.  4.
  • Ikehara M, Tran TD, Nguyen TQ (1997).  Linear phase paraunitary filter banks with unequal-length filters.  IEEE International Conference on Image Processing.  2.
  • Tran TD, Nguyen TQ (1997).  On Mchannel linear phase FIR filter banks and application in image compression.  IEEE Transactions on Signal Processing.  45(9).
  • Tran TD, Nguyen TQ (1997).  On M-channel linear phase FIR filter banks and application in image compression.  IEEE Transactions on Signal Processing.  45(9).
  • Tran TD, Nguyen TQ (1997).  Generalized lapped orthogonal transform with unequal-length basis functions.  Proceedings - IEEE International Symposium on Circuits and Systems.  2.
Conference Proceedings
  • G. S. V. S. Sivaram , Nemala SK, Elhilali M, Tran T, Hermansky H (2010).  Sparse coding for speech recognition.  Proceedings of the Acoustics Speech and Signal Processing (ICASSP).  4346-4349.
Patents
  • Bosworth B, Chin S, Foster M, Stroud J, Tran D, Tran T  "Compressive Imaging Systems and Methods", 2016.
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