SINR: Sparsity Driven Compressed Implicit Neural Representations.

Trac D. Tran Trac Duy Tran http://thanglong.ece.jhu.edu/ https://scholar.google.com/citations?user=RyRjA0cAAAAJ https://mathscinet.ams.org/mathscinet/MRAuthorID/672936 https://orcid.org/0000-0002-0421-8416 Johns Hopkins University, Baltimore, Department of Electrical and Computer Engineering Dhananjaya Jayasundara Sudarshan Rajagopalan Yasiru Ranasinghe Trac D. Tran Vishal M. Patel SINR: Sparsity Driven Compressed Implicit Neural Representations. 3061-3070 2025 CVPR https://openaccess.thecvf.com/content/CVPR2025/html/Jayasundara_SINR_Sparsity_Driven_Compressed_Implicit_Neural_Representations_CVPR_2025_paper.html https://doi.org/10.1109/CVPR52734.2025.00291 conf/cvpr/2025 db/conf/cvpr/cvpr2025.html#JayasundaraRRTP25

Dhananjaya Jayasundara Sudarshan Rajagopalan Yasiru Ranasinghe Trac D. Tran Vishal M. Patel SINR: Sparsity Driven Compressed Implicit Neural Representations. 2025 March abs/2503.19576 CoRR https://doi.org/10.48550/arXiv.2503.19576 db/journals/corr/corr2503.html#abs-2503-19576 streams/journals/corr

Fengsheng Lin Shengyi Yan Trac Duy Tran Semi-Unified Sparse Dictionary Learning with Learnable Top-K LISTA and FISTA Encoders. 2025 November abs/2511.10575 CoRR https://doi.org/10.48550/arXiv.2511.10575 db/journals/corr/corr2511.html#abs-2511-10575 streams/journals/corr

Ariel Lubonja Sebastian Kazmarek Præsius Trac Duy Tran Efficient Batched CPU/GPU Implementation of Orthogonal Matching Pursuit for Python. 2024 abs/2407.06434 CoRR https://doi.org/10.48550/arXiv.2407.06434 db/journals/corr/corr2407.html#abs-2407-06434 streams/journals/corr

Minh N. Bui Dung N. Tran Kazuhito Koishida Trac D. Tran Peter Chin 0001 Improving Low-Latency Mono-Channel Speech Enhancement by Compensation Windows in STFT Analysis. 363-373 2023 COMPLEX NETWORKS (1) https://doi.org/10.1007/978-3-031-53468-3_31 conf/complexnetworks/2023-1 db/conf/complexnetworks/complexnetworks2023-1.html#BuiTKT023

Shuai Huang Deqiang Qiu Trac D. Tran Approximate Message Passing With Parameter Estimation for Heavily Quantized Measurements. 2062-2077 2022 70 IEEE Trans. Signal Process. https://doi.org/10.1109/TSP.2022.3167516 db/journals/tsp/tsp70.html#HuangQT22

Samuel W. Remedios Shuo Han 0001 Yuan Xue 0002 Aaron Carass Trac D. Tran Dzung L. Pham Jerry L. Prince Deep Filter Bank Regression for Super-Resolution of Anisotropic MR Brain Images. 613-622 2022 MICCAI (6) https://doi.org/10.1007/978-3-031-16446-0_58 conf/miccai/2022-6 db/conf/miccai/miccai2022-6.html#RemediosHXCTPP22

Shuai Huang Deqiang Qiu Trac D. Tran Approximate Message Passing with Parameter Estimation for Heavily Quantized Measurements. 2022 abs/2205.10448 CoRR https://doi.org/10.48550/arXiv.2205.10448 db/journals/corr/corr2205.html#abs-2205-10448

Samuel W. Remedios Shuo Han 0001 Yuan Xue 0002 Aaron Carass Trac D. Tran Dzung L. Pham Jerry L. Prince Deep filter bank regression for super-resolution of anisotropic MR brain images. 2022 abs/2209.02611 CoRR https://doi.org/10.48550/arXiv.2209.02611 db/journals/corr/corr2209.html#abs-2209-02611

Sonia Joy Lam H. Nguyen Trac D. Tran Joint Down-Range and Cross-Range RFI Suppression in Ultra-Wideband SAR. 3136-3149 2021 59 IEEE Trans. Geosci. Remote. Sens. 4 https://doi.org/10.1109/TGRS.2020.3017485 db/journals/tgrs/tgrs59.html#JoyNT21

Yang Jiao Trac D. Tran Guangming Shi EffiScene: Efficient Per-Pixel Rigidity Inference for Unsupervised Joint Learning of Optical Flow, Depth, Camera Pose and Motion Segmentation. 5538-5547 2021 CVPR https://openaccess.thecvf.com/content/CVPR2021/html/Jiao_EffiScene_Efficient_Per-Pixel_Rigidity_Inference_for_Unsupervised_Joint_Learning_of_CVPR_2021_paper.html https://doi.org/10.1109/CVPR46437.2021.00549 conf/cvpr/2021 db/conf/cvpr/cvpr2021.html#JiaoTS21 Akshay Rangamani Nam H. Nguyen Abhishek Kumar Dzung T. Phan Sang (Peter) Chin Trac D. Tran A Scale Invariant Measure of Flatness for Deep Network Minima. 1680-1684 2021 ICASSP https://doi.org/10.1109/ICASSP39728.2021.9413771 conf/icassp/2021 db/conf/icassp/icassp2021.html#RangamaniNKPCT21 Shuai Huang Deqiang Qiu Trac D. Tran Bayesian Massive MIMO Channel Estimation with Parameter Estimation Using Low-Resolution ADCs. 4830-4834 2021 ICASSP https://doi.org/10.1109/ICASSP39728.2021.9413477 conf/icassp/2021 db/conf/icassp/icassp2021.html#HuangQT21 Yang Jiao Guangming Shi Trac D. Tran Optical Flow Estimation Via Motion Feature Recovery. 2558-2562 2021 ICIP https://doi.org/10.1109/ICIP42928.2021.9506523 conf/icip/2021 db/conf/icip/icip2021.html#JiaoST21

Yang Jiao Guangming Shi Trac D. Tran Optical Flow Estimation via Motion Feature Recovery. 2021 abs/2101.06333 CoRR https://arxiv.org/abs/2101.06333 db/journals/corr/corr2101.html#abs-2101-06333

Chiman Kwan David Gribben Akshay Rangamani Trac D. Tran Jack Zhang Ralph Etienne-Cummings Detection and Confirmation of Multiple Human Targets Using Pixel-Wise Code Aperture Measurements. 40 2020 6 J. Imaging 6 https://doi.org/10.3390/jimaging6060040 db/journals/jimaging/jimaging6.html#KwanGRTZE20

Chiman Kwan Jude Larkin Bence Budavari Trac D. Tran A short review of well-known image codecs and observations and root cause of some strange behaviors in image compression codecs. 583-591 2020 14 Signal Image Video Process. 3 https://doi.org/10.1007/s11760-019-01591-5 https://www.wikidata.org/entity/Q126868345 db/journals/sivp/sivp14.html#KwanLBT20

Xiaoxia Sun Nasser M. Nasrabadi Trac D. Tran Supervised Deep Sparse Coding Networks for Image Classification. 405-418 2020 29 IEEE Trans. Image Process. https://doi.org/10.1109/TIP.2019.2928121 https://www.wikidata.org/entity/Q92089833 db/journals/tip/tip29.html#SunNT20

Shuai Huang Trac D. Tran 1-Bit Compressive Sensing via Approximate Message Passing with Built-in Parameter Estimation. 2020 abs/2007.07679 CoRR https://arxiv.org/abs/2007.07679 db/journals/corr/corr2007.html#abs-2007-07679

Shuai Huang Trac D. Tran Probabilistic Massive MIMO Channel Estimation with Built-in Parameter Estimation. 2020 abs/2007.14564 CoRR https://arxiv.org/abs/2007.14564 db/journals/corr/corr2007.html#abs-2007-14564

Yang Jiao Guangming Shi Trac D. Tran EffiScene: Efficient Per-Pixel Rigidity Inference for Unsupervised Joint Learning of Optical Flow, Depth, Camera Pose and Motion Segmentation. 2020 abs/2011.08332 CoRR https://arxiv.org/abs/2011.08332 db/journals/corr/corr2011.html#abs-2011-08332

Yang Jiao Yi Niu Trac D. Tran Guangming Shi 2D+3D Facial Expression Recognition via Discriminative Dynamic Range Enhancement and Multi-Scale Learning. 2020 abs/2011.08333 CoRR https://arxiv.org/abs/2011.08333 db/journals/corr/corr2011.html#abs-2011-08333

Chiman Kwan Jude Larkin Bence Budavari Bryan Chou Eric Shang Trac D. Tran A Comparison of Compression Codecs for Maritime and Sonar Images in Bandwidth Constrained Applications. 32 2019 8 Comput. 2 https://doi.org/10.3390/computers8020032 https://www.wikidata.org/entity/Q127974691 db/journals/computers/computers8.html#KwanLBCST19

Chiman Kwan Bryan Chou Jonathan Yang Akshay Rangamani Trac D. Tran Jack Zhang Ralph Etienne-Cummings Deep Learning-Based Target Tracking and Classification for Low Quality Videos Using Coded Aperture Cameras. 3702 2019 19 Sensors 17 https://doi.org/10.3390/s19173702 https://www.wikidata.org/entity/Q92905926 db/journals/sensors/sensors19.html#KwanCYRTZE19

Chiman Kwan Bryan Chou Jonathan Yang Akshay Rangamani Trac D. Tran Jack Zhang Ralph Etienne-Cummings Target tracking and classification using compressive sensing camera for SWIR videos. 1629-1637 2019 13 Signal Image Video Process. 8 https://doi.org/10.1007/s11760-019-01506-4 db/journals/sivp/sivp13.html#KwanCYRTZE19

Shuai Huang Trac D. Tran Sparse Signal Recovery via Generalized Entropy Functions Minimization. 1322-1337 2019 67 IEEE Trans. Signal Process. 5 https://doi.org/10.1109/TSP.2018.2889951 https://www.wikidata.org/entity/Q128564116 db/journals/tsp/tsp67.html#HuangT19

Lam H. Nguyen Trac D. Tran Deep CNN for Extraction of Sidelobes from SAR Imagery in Spectrally Restricted Environment. 2044-2047 2019 ACSSC https://doi.org/10.1109/IEEECONF44664.2019.9048784 conf/acssc/2019 db/conf/acssc/acssc2019.html#NguyenT19 Luoluo Liu Sang Peter Chin Trac D. Tran Reducing Sampling Ratios and Increasing Number of Estimates Improve Bagging in Sparse Regression. 1-5 2019 CISS https://doi.org/10.1109/CISS.2019.8692865 conf/ciss/2019 db/conf/ciss/ciss2019.html#LiuCT19 Arun Asokan Nair Trac D. Tran Austin Reiter Muyinatu A. Lediju Bell A Generative Adversarial Neural Network for Beamforming Ultrasound Images Invited Presentation. 1-6 2019 CISS https://doi.org/10.1109/CISS.2019.8692835 conf/ciss/2019 db/conf/ciss/ciss2019.html#NairTRB19 Luoluo Liu Sang Peter Chin Trac D. Tran JOBS: Joint-Sparse Optimization from Bootstrap Samples. 2689-2693 2019 ISIT https://doi.org/10.1109/ISIT.2019.8849654 conf/isit/2019 db/conf/isit/isit2019.html#LiuCT19 Chiman Kwan David Gribben Trac D. Tran Multiple Human Objects Tracking and Classification Directly in Compressive Measurement Domain for Long Range Infrared Videos. 469-475 2019 UEMCON https://doi.org/10.1109/UEMCON47517.2019.8992976 conf/uemcom/2019 db/conf/uemcom/uemcom2019.html#KwanGT19 Chiman Kwan David Gribben Trac D. Tran Tracking and Classification of Multiple Human Objects Directly in Compressive Measurement Domain for Low Quality Optical Videos. 488-494 2019 UEMCON https://doi.org/10.1109/UEMCON47517.2019.8993029 conf/uemcom/2019 db/conf/uemcom/uemcom2019.html#KwanGT19a

Akshay Rangamani Nam H. Nguyen Abhishek Kumar Dzung T. Phan Sang H. Chin Trac D. Tran A Scale Invariant Flatness Measure for Deep Network Minima. 2019 abs/1902.02434 CoRR http://arxiv.org/abs/1902.02434 db/journals/corr/corr1902.html#abs-1902-02434

Xiang Xiang 0001 Trac D. Tran Linear Disentangled Representation Learning for Facial Actions. 3539-3544 2018 28 IEEE Trans. Circuits Syst. Video Technol. 12 https://doi.org/10.1109/TCSVT.2017.2771150 db/journals/tcsv/tcsv28.html#XiangT18

Arun Asokan Nair Luoluo Liu Akshay Rangamani Peter Chin 0001 Muyinatu A. Lediju Bell Trac D. Tran Reconstruction-Free Deep Convolutional Neural Networks for Partially Observed Images. 400-404 2018 GlobalSIP https://doi.org/10.1109/GlobalSIP.2018.8646498 conf/globalsip/2018 db/conf/globalsip/globalsip2018.html#NairLRCBT18 Sang (Peter) Chin Trac D. Tran Dung N. Tran Akshay Rangamani A Greedy Pursuit Algorithm for Separating Signals from Nonlinear Compressive Observations. 2171-2175 2018 ICASSP https://doi.org/10.1109/ICASSP.2018.8462387 conf/icassp/2018 db/conf/icassp/icassp2018.html#ChinTTR18 Arun Asokan Nair Trac D. Tran Austin Reiter Muyinatu A. Lediju Bell A Deep Learning Based Alternative to Beamforming Ultrasound Images. 3359-3363 2018 ICASSP https://doi.org/10.1109/ICASSP.2018.8461575 https://www.wikidata.org/entity/Q59759783 conf/icassp/2018 db/conf/icassp/icassp2018.html#NairTRB18 Xiaoxia Sun Nasser M. Nasrabadi Trac D. Tran Supervised Deep Sparse Coding Networks. 346-350 2018 ICIP https://doi.org/10.1109/ICIP.2018.8451701 conf/icip/2018 db/conf/icip/icip2018.html#SunNT18 Xiang Xiang 0001 Ye Tian Austin Reiter Gregory D. Hager Trac D. Tran S3D: Stacking Segmental P3D for Action Quality Assessment. 928-932 2018 ICIP https://doi.org/10.1109/ICIP.2018.8451364 conf/icip/2018 db/conf/icip/icip2018.html#XiangTRHT18 Lam H. Nguyen Trac D. Tran Recovery of UWB Radar Signals in Spectrally Restricted Environments. 1098-1102 2018 ICIP https://doi.org/10.1109/ICIP.2018.8451480 conf/icip/2018 db/conf/icip/icip2018.html#NguyenT18 Chiman Kwan Eric Shang Trac D. Tran Perceptually Lossless Image Compression with Error Recovery. 16:1-16:5 2018 ICVISP https://doi.org/10.1145/3271553.3271602 https://www.wikidata.org/entity/Q130962877 conf/icvisp/2018 db/conf/icvisp/icvisp2018.html#KwanST18 Chiman Kwan Eric Shang Trac D. Tran Perceptually Lossless Video Compression with Error Concealment. 19:1-19:5 2018 ICVISP https://doi.org/10.1145/3271553.3271622 https://www.wikidata.org/entity/Q130962895 conf/icvisp/2018 db/conf/icvisp/icvisp2018.html#KwanST18a Wentao Zhu 0001 Xiang Xiang 0001 Trac D. Tran Gregory D. Hager Xiaohui Xie Adversarial deep structured nets for mass segmentation from mammograms. 847-850 2018 ISBI https://doi.org/10.1109/ISBI.2018.8363704 conf/isbi/2018 db/conf/isbi/isbi2018.html#ZhuXTHX18 Xiao Wang 0028 Jie Zhang 0063 Tao Xiong Trac Duy Tran Sang Peter Chin Ralph Etienne-Cummings Using Deep Learning to Extract Scenery Information in Real Time Spatiotemporal Compressed Sensing. 1-4 2018 ISCAS https://doi.org/10.1109/ISCAS.2018.8351736 conf/iscas/2018 db/conf/iscas/iscas2018.html#WangZXTCE18 Akshay Rangamani Anirbit Mukherjee Amitabh Basu Ashish Arora Tejaswini Ganapathi Sang (Peter) Chin Trac D. Tran Sparse Coding and Autoencoders. 36-40 2018 ISIT https://doi.org/10.1109/ISIT.2018.8437533 conf/isit/2018 db/conf/isit/isit2018.html#RangamaniMBAGCT18 Chiman Kwan Bryan Chou Adam Echavarren Bence Budavari Jiang Li 0001 Trac D. Tran Compressive Vehicle Tracking Using Deep Learning. 51-56 2018 UEMCON https://doi.org/10.1109/UEMCON.2018.8796778 conf/uemcom/2018 db/conf/uemcom/uemcom2018.html#KwanCEBLT18

Luoluo Liu Sang (Peter) Chin Trac D. Tran JOBS: Joint-Sparse Optimization from Bootstrap Samples. 2018 abs/1810.03743 CoRR http://arxiv.org/abs/1810.03743 db/journals/corr/corr1810.html#abs-1810-03743

Dung N. Tran Trac D. Tran Lam H. Nguyen Generative Adversarial Networks for Recovering Missing Spectral Information. 2018 abs/1812.04744 CoRR http://arxiv.org/abs/1812.04744 db/journals/corr/corr1812.html#abs-1812-04744

Luoluo Liu Sang (Peter) Chin Trac D. Tran Reducing Sampling Ratios and Increasing Number of Estimates Improve Bagging in Sparse Regression. 2018 abs/1812.08808 CoRR http://arxiv.org/abs/1812.08808 db/journals/corr/corr1812.html#abs-1812-08808

Xiang Xiang 0001 Dung N. Tran Trac D. Tran Sparse Unsupervised Clustering with Mixture Observations for Video Summarization. 1-2 2017 AIPR https://doi.org/10.1109/AIPR.2017.8457955 https://doi.ieeecomputersociety.org/10.1109/AIPR.2017.8457955 conf/aipr/2017 db/conf/aipr/aipr2017.html#XiangTT17 Dung N. Tran Sang Peter Chin Trac D. Tran A provable nonconvex model for factoring nonnegative matrices. 2262-2266 2017 ICASSP https://doi.org/10.1109/ICASSP.2017.7952559 conf/icassp/2017 db/conf/icassp/icassp2017.html#TranCT17 Lam H. Nguyen Trac D. Tran A comprehensive performance comparison of RFI mitigation techniques for UWB radar signals. 3086-3090 2017 ICASSP https://doi.org/10.1109/ICASSP.2017.7952724 conf/icassp/2017 db/conf/icassp/icassp2017.html#NguyenT17 Shuai Huang Trac D. Tran Sparse signal recovery using generalized approximate message passing with built-in parameter estimation. 4321-4325 2017 ICASSP https://doi.org/10.1109/ICASSP.2017.7952972 conf/icassp/2017 db/conf/icassp/icassp2017.html#HuangT17 Feng Wang 0015 Xiang Xiang 0001 Chang Liu Trac D. Tran Austin Reiter Gregory D. Hager Harry Quon Jian Cheng 0003 Alan L. Yuille Regularizing face verification nets for pain intensity regression. 1087-1091 2017 ICIP https://doi.org/10.1109/ICIP.2017.8296449 conf/icip/2017 db/conf/icip/icip2017.html#WangXLTRHQCY17 Hao Zhu Feng Wang 0015 Xiang Xiang 0001 Trac D. Tran Supervised hashing with jointly learning embedding and quantization. 3715-3719 2017 ICIP https://doi.org/10.1109/ICIP.2017.8296976 conf/icip/2017 db/conf/icip/icip2017.html#ZhuWXT17 Dong Yang 0005 Tao Xiong Daguang Xu Qiangui Huang David Liu 0001 Shaohua Kevin Zhou Zhoubing Xu Jin Hyeong Park Mingqing Chen Trac D. Tran Sang Peter Chin Dimitris N. Metaxas Dorin Comaniciu Automatic Vertebra Labeling in Large-Scale 3D CT Using Deep Image-to-Image Network with Message Passing and Sparsity Regularization. 633-644 2017 IPMI https://doi.org/10.1007/978-3-319-59050-9_50 conf/ipmi/2017 db/conf/ipmi/ipmi2017.html#YangXXHLZXPCTCM17 Tao Xiong Jie Zhang 0063 Chetan Singh Thakur John M. Rattray Sang Peter Chin Trac D. Tran Ralph Etienne-Cummings Live demonstration: A compact all-CMOS spatiotemporal compressed sensing video camera. 1 2017 ISCAS https://doi.org/10.1109/ISCAS.2017.8050405 conf/iscas/2017 db/conf/iscas/iscas2017.html#XiongZTRCTE17 Dong Yang 0005 Tao Xiong Daguang Xu Shaohua Kevin Zhou Zhoubing Xu Mingqing Chen Jin Hyeong Park Sasa Grbic Trac D. Tran Sang Peter Chin Dimitris N. Metaxas Dorin Comaniciu Deep Image-to-Image Recurrent Network with Shape Basis Learning for Automatic Vertebra Labeling in Large-Scale 3D CT Volumes. 498-506 2017 MICCAI (3) https://doi.org/10.1007/978-3-319-66179-7_57 conf/miccai/2017-3 db/conf/miccai/miccai2017-3.html#YangXXZXCPGTCMC17 Tao Xiong John M. Rattray Jie Zhang 0063 Chetan Singh Thakur Sang Peter Chin Trac D. Tran Ralph Etienne-Cummings Spatiotemporal compressed sensing for video compression. 289-292 2017 MWSCAS https://doi.org/10.1109/MWSCAS.2017.8052917 conf/mwscas/2017 db/conf/mwscas/mwscas2017.html#XiongRZTCTE17

Xiang Xiang 0001 Trac D. Tran Linear Disentangled Representation Learning for Facial Actions. 2017 abs/1701.03102 CoRR http://arxiv.org/abs/1701.03102 db/journals/corr/corr1701.html#XiangT17

Xiaoxia Sun Nasser M. Nasrabadi Trac D. Tran Supervised Multilayer Sparse Coding Networks for Image Classification. 2017 abs/1701.08349 CoRR http://arxiv.org/abs/1701.08349 db/journals/corr/corr1701.html#SunNT17

Feng Wang 0015 Xiang Xiang 0001 Chang Liu Trac D. Tran Austin Reiter Gregory D. Hager Harry Quon Jian Cheng 0003 Alan L. Yuille Transferring Face Verification Nets To Pain and Expression Regression. 2017 abs/1702.06925 CoRR http://arxiv.org/abs/1702.06925 db/journals/corr/corr1702.html#WangXLTRHQCY17

Shuai Huang Trac D. Tran Sparse Signal Recovery via Generalized Entropy Functions Minimization. 2017 abs/1703.10556 CoRR http://arxiv.org/abs/1703.10556 db/journals/corr/corr1703.html#HuangT17a

Dong Yang 0005 Tao Xiong Daguang Xu Qiangui Huang David Liu 0001 Shaohua Kevin Zhou Zhoubing Xu Jin Hyeong Park Mingqing Chen Trac D. Tran Sang Peter Chin Dimitris N. Metaxas Dorin Comaniciu Automatic Vertebra Labeling in Large-Scale 3D CT using Deep Image-to-Image Network with Message Passing and Sparsity Regularization. 2017 abs/1705.05998 CoRR http://arxiv.org/abs/1705.05998 db/journals/corr/corr1705.html#YangXXHLZXPCTCM17

Akshay Rangamani Anirbit Mukherjee Ashish Arora Tejaswini Ganapathy Amitabh Basu Sang (Peter) Chin Trac D. Tran Critical Points Of An Autoencoder Can Provably Recover Sparsely Used Overcomplete Dictionaries. 2017 abs/1708.03735 CoRR http://arxiv.org/abs/1708.03735 db/journals/corr/corr1708.html#abs-1708-03735

Wentao Zhu 0001 Xiang Xiang 0001 Trac D. Tran Gregory D. Hager Xiaohui Xie Adversarial Deep Structured Nets for Mass Segmentation from Mammograms. 2017 abs/1710.09288 CoRR http://arxiv.org/abs/1710.09288 db/journals/corr/corr1710.html#abs-1710-09288

Chiman Kwan Hairong Qi 0001 Trac D. Tran Recent Advances in Remote Spectral Sensing. 6125729:1-6125729:2 2016 2016 J. Sensors https://doi.org/10.1155/2016/6125729 https://www.wikidata.org/entity/Q59129860 db/journals/js/js2016.html#KwanQT16

Lam H. Nguyen Trac D. Tran Efficient and Robust RFI Extraction Via Sparse Recovery. 2104-2117 2016 9 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 https://doi.org/10.1109/JSTARS.2016.2528884 db/journals/staeors/staeors9.html#NguyenT16

Xilin Liu 0004 Milin Zhang 0001 Tao Xiong Andrew G. Richardson Timothy H. Lucas Sang Peter Chin Ralph Etienne-Cummings Trac D. Tran Jan Van der Spiegel A Fully Integrated Wireless Compressed Sensing Neural Signal Acquisition System for Chronic Recording and Brain Machine Interface. 874-883 2016 10 IEEE Trans. Biomed. Circuits Syst. 4 https://doi.org/10.1109/TBCAS.2016.2574362 https://www.wikidata.org/entity/Q39569911 db/journals/tbcas/tbcas10.html#LiuZXRLCETS16

Hongjie Zhu Milin Zhang 0001 Yuanming Suo Trac D. Tran Jan Van der Spiegel Design of a Digital Address-Event Triggered Compressive Acquisition Image Sensor. 191-199 2016 63-I IEEE Trans. Circuits Syst. I Regul. Pap. 2 https://doi.org/10.1109/TCSI.2015.2512719 db/journals/tcas/tcasI63.html#ZhuZSTS16

Jie Zhang 0063 Kerron Duncan Yuanming Suo Tao Xiong Srinjoy Mitra Trac Duy Tran Ralph Etienne-Cummings Communication Channel Analysis and Real Time Compressed Sensing for High Density Neural Recording Devices. 599-608 2016 63-I IEEE Trans. Circuits Syst. I Regul. Pap. 5 https://doi.org/10.1109/TCSI.2016.2556123 db/journals/tcas/tcasI63.html#ZhangDSXMTE16

Minh Dao Nam H. Nguyen Nasser M. Nasrabadi Trac D. Tran Collaborative Multi-Sensor Classification Via Sparsity-Based Representation. 2400-2415 2016 64 IEEE Trans. Signal Process. 9 https://doi.org/10.1109/TSP.2016.2521605 db/journals/tsp/tsp64.html#DaoNNT16

Dung N. Tran Luoluo Liu Trac D. Tran Sang (Peter) Chin Jeffrey Korn Eric T. Hoke Compressive coding via random replicate mirror. 148-152 2016 GlobalSIP https://doi.org/10.1109/GlobalSIP.2016.7905821 conf/globalsip/2016 db/conf/globalsip/globalsip2016.html#TranLTCKH16 Minh Dao Chiman Kwan Bulent Ayhan Trac D. Tran Bum scar detection using cloudy MODIS images via low-rank and sparsity-based models. 177-181 2016 GlobalSIP https://doi.org/10.1109/GlobalSIP.2016.7905827 conf/globalsip/2016 db/conf/globalsip/globalsip2016.html#DaoKAT16 Xiaoxia Sun Nasser M. Nasrabadi Trac D. Tran Invariant hierarchical sparse coding for object recognition via bags of atoms. 212-216 2016 GlobalSIP https://doi.org/10.1109/GlobalSIP.2016.7905834 conf/globalsip/2016 db/conf/globalsip/globalsip2016.html#SunNT16 Luoluo Liu Trac D. Tran Sang (Peter) Chin Partial face recognition: A sparse representation-based approach. 2389-2393 2016 ICASSP https://doi.org/10.1109/ICASSP.2016.7472105 conf/icassp/2016 db/conf/icassp/icassp2016.html#LiuTC16 Xiaoxia Sun Nasser M. Nasrabadi Trac D. Tran Sparse coding with fast image alignment via large displacement optical flow. 2404-2408 2016 ICASSP https://doi.org/10.1109/ICASSP.2016.7472108 conf/icassp/2016 db/conf/icassp/icassp2016.html#SunNT16 Dung N. Tran Shuai Huang Sang Peter Chin Trac D. Tran Low-rank matrices recovery via entropy function. 4064-4068 2016 ICASSP https://doi.org/10.1109/ICASSP.2016.7472441 conf/icassp/2016 db/conf/icassp/icassp2016.html#TranHCT16 Shuai Huang Trac D. Tran Dimensionality reduction for image classification via mutual information maximization. 509-513 2016 ICIP https://doi.org/10.1109/ICIP.2016.7532409 conf/icip/2016 db/conf/icip/icip2016.html#HuangT16 Shuai Huang Dung N. Tran Trac D. Tran Sparse signal recovery based on nonconvex entropy minimization. 3867-3871 2016 ICIP https://doi.org/10.1109/ICIP.2016.7533084 conf/icip/2016 db/conf/icip/icip2016.html#HuangTT16 Luoluo Liu Jeffrey Glaister Xiaoxia Sun Aaron Carass Trac D. Tran Jerry L. Prince Segmentation of thalamus from MR images via task-driven dictionary learning. 97843H 2016 Image Processing https://doi.org/10.1117/12.2214206 https://www.wikidata.org/entity/Q39415856 conf/miip/2016 db/conf/miip/miip2016.html#LiuGSCTP16 Xiang Xiang 0001 Trac D. Tran Recursively Measured Action Units. 153-159 2016 MPRSS https://doi.org/10.1007/978-3-319-59259-6_13 conf/mprss/2016 db/conf/mprss/mprss2016.html#XiangT16 Xiang Xiang 0001 Trac D. Tran Pose-Selective Max Pooling for Measuring Similarity. 113-126 2016 VAAM/FFER@ICPR https://doi.org/10.1007/978-3-319-56687-0_10 conf/vaam/2016 db/conf/vaam/vaam2016.html#XiangT16

Shuai Huang Trac D. Tran Approximate Message Passing with Built-in Parameter Estimation for Sparse Signal Recovery. 2016 abs/1606.00901 CoRR http://arxiv.org/abs/1606.00901 db/journals/corr/corr1606.html#HuangT16

Xiang Xiang 0001 Trac D. Tran Pose-Selective Max Pooling for Measuring Similarity. 2016 abs/1609.07042 CoRR http://arxiv.org/abs/1609.07042 db/journals/corr/corr1609.html#Xiang16

Qing Qu 0001 Nasser M. Nasrabadi Trac D. Tran Subspace Vertex Pursuit: A Fast and Robust Near-Separable Nonnegative Matrix Factorization Method for Hyperspectral Unmixing. 1142-1155 2015 9 IEEE J. Sel. Top. Signal Process. 6 https://doi.org/10.1109/JSTSP.2015.2419184 db/journals/jstsp/jstsp9.html#QuNT15

Hojjat Seyed Mousavi Vishal Monga Trac D. Tran Iterative Convex Refinement for Sparse Recovery. 1903-1907 2015 22 IEEE Signal Process. Lett. 11 https://doi.org/10.1109/LSP.2015.2438255 https://www.wikidata.org/entity/Q47519600 db/journals/spl/spl22.html#MousaviMT15

Xiaoxia Sun Nasser M. Nasrabadi Trac D. Tran Task-Driven Dictionary Learning for Hyperspectral Image Classification With Structured Sparsity Constraints. 4457-4471 2015 53 IEEE Trans. Geosci. Remote. Sens. 8 https://doi.org/10.1109/TGRS.2015.2399978 db/journals/tgrs/tgrs53.html#SunNT15

Umamahesh Srinivas Yuanming Suo Minh Dao Vishal Monga Trac D. Tran Structured Sparse Priors for Image Classification. 1763-1776 2015 24 IEEE Trans. Image Process. 6 https://doi.org/10.1109/TIP.2015.2409572 https://www.wikidata.org/entity/Q41227852 db/journals/tip/tip24.html#SrinivasSDMT15

Minh D. Dao Akshay Rangamani Sang Peter Chin Nam P. Nguyen Trac D. Tran Targeted Dot Product Representation for Friend Recommendation in Online Social Networks. 349-356 2015 ASONAM https://doi.org/10.1145/2808797.2809414 conf/asunam/2015 db/conf/asunam/asonam2015.html#DaoRCNT15 Tao Xiong Jie Zhang 0063 Sang Chin 0001 Trac D. Tran Ralph Etienne-Cummings Compressed sensing block-wise exposure control algorithm using optical flow estimation. 1-4 2015 BioCAS https://doi.org/10.1109/BioCAS.2015.7348443 conf/biocas/2015 db/conf/biocas/biocas2015.html#XiongZCTE15 Jie Zhang 0063 Yuanming Suo Chen Zhao Trac D. Tran Ralph Etienne-Cummings CMOS implementation of pixel-wise coded exposure imaging for insect-based sensor node. 1-4 2015 BioCAS https://doi.org/10.1109/BioCAS.2015.7348419 conf/biocas/2015 db/conf/biocas/biocas2015.html#ZhangSZTE15 Bryan T. Bosworth Jasper R. Stroud Dung N. Tran Trac D. Tran Sang Chin 0001 Mark A. Foster High-speed compressed sensing measurement using spectrally-encoded ultrafast laser pulses. 1-4 2015 CISS https://doi.org/10.1109/CISS.2015.7086898 conf/ciss/2015 db/conf/ciss/ciss2015.html#BosworthSTTCF15 Dung N. Tran Tao Xiong Sang Peter Chin Trac D. Tran Nonnegative matrix factorization with gradient vertex pursuit. 2125-2129 2015 ICASSP https://doi.org/10.1109/ICASSP.2015.7178346 conf/icassp/2015 db/conf/icassp/icassp2015.html#TranXCT15 Minh Dao Nasser M. Nasrabadi Trac D. Tran Multi-sensor classification via sparsity-based representation with low-rank interference. 2409-2413 2015 ICASSP https://doi.org/10.1109/ICASSP.2015.7178403 conf/icassp/2015 db/conf/icassp/icassp2015.html#DaoNT15 Xiang Xiang 0001 Minh Dao Gregory D. Hager Trac D. Tran Hierarchical Sparse and Collaborative Low-Rank representation for emotion recognition. 3811-3815 2015 ICASSP https://doi.org/10.1109/ICASSP.2015.7178684 conf/icassp/2015 db/conf/icassp/icassp2015.html#XiangDHT15 Dung N. Tran Duyet N. Tran Sang Peter Chin Trac D. Tran Local sensing with global recovery. 4313-4316 2015 ICIP https://doi.org/10.1109/ICIP.2015.7351620 conf/icip/2015 db/conf/icip/icip2015.html#TranTCT15 Lam H. Nguyen Trac D. Tran Estimation and extraction of radio-frequency interference from ultra-wideband radar signals. 2848-2851 2015 IGARSS https://doi.org/10.1109/IGARSS.2015.7326408 conf/igarss/2015 db/conf/igarss/igarss2015.html#NguyenT15 Tao Xiong Jie Zhang 0063 Yuanming Suo Dung N. Tran Ralph Etienne-Cummings Sang Chin 0001 Trac D. Tran An unsupervised dictionary learning algorithm for neural recordings. 1010-1013 2015 ISCAS https://doi.org/10.1109/ISCAS.2015.7168807 conf/iscas/2015 db/conf/iscas/iscas2015.html#XiongZSTECT15 Gunnar A. Sigurdsson Zhen Yang 0002 Trac D. Tran Jerry L. Prince Interpretable exemplar-based shape classification using constrained sparse linear models. 94130R 2015 Image Processing https://doi.org/10.1117/12.2082141 https://www.wikidata.org/entity/Q47137871 conf/miip/2015 db/conf/miip/miip2015.html#SigurdssonYTP15

Hojjat Seyed Mousavi Umamahesh Srinivas Vishal Monga Yuanming Suo Minh Dao Trac D. Tran Multi-task Image Classification via Collaborative, Hierarchical Spike-and-Slab Priors. 2015 abs/1501.07867 CoRR http://arxiv.org/abs/1501.07867 db/journals/corr/corr1501.html#MousaviSMSDT15

Xiaoxia Sun Nasser M. Nasrabadi Trac D. Tran Task-Driven Dictionary Learning for Hyperspectral Image Classification with Structured Sparsity Constraints. 2015 abs/1502.00836 CoRR http://arxiv.org/abs/1502.00836 db/journals/corr/corr1502.html#SunNT15

Hojjat Seyed Mousavi Vishal Monga Trac D. Tran ICR: Iterative Convex Refinement for Sparse Signal Recovery Using Spike and Slab Priors. 2015 abs/1502.04726 CoRR http://arxiv.org/abs/1502.04726 db/journals/corr/corr1502.html#MousaviMT15

Xiaoxia Sun Nasser M. Nasrabadi Trac D. Tran Sparse Coding with Fast Image Alignment via Large Displacement Optical Flow. 2015 abs/1512.06709 CoRR http://arxiv.org/abs/1512.06709 db/journals/corr/corr1512.html#SunNT15a

Xiaoxia Sun Qing Qu 0001 Nasser M. Nasrabadi Trac D. Tran Structured Priors for Sparse-Representation-Based Hyperspectral Image Classification. 1235-1239 2014 11 IEEE Geosci. Remote. Sens. Lett. 7 https://doi.org/10.1109/LGRS.2013.2290531 db/journals/lgrs/lgrs11.html#SunQNT14

Lam H. Nguyen Trac D. Tran Thong T. Do Sparse models and sparse recovery for ultra-wideband SAR applications. 940-958 2014 50 IEEE Trans. Aerosp. Electron. Syst. 2 https://doi.org/10.1109/TAES.2014.120454 db/journals/taes/taes50.html#NguyenTD14

Jie Zhang 0063 Yuanming Suo Srinjoy Mitra Sang (Peter) Chin Steven Hsiao Refet Firat Yazicioglu Trac D. Tran Ralph Etienne-Cummings An Efficient and Compact Compressed Sensing Microsystem for Implantable Neural Recordings. 485-496 2014 8 IEEE Trans. Biomed. Circuits Syst. 4 https://doi.org/10.1109/TBCAS.2013.2284254 https://www.wikidata.org/entity/Q51511480 db/journals/tbcas/tbcas8.html#ZhangSMCHYTE14

Yuanming Suo Jie Zhang 0063 Tao Xiong Sang Peter Chin Ralph Etienne-Cummings Trac D. Tran Energy-Efficient Multi-Mode Compressed Sensing System for Implantable Neural Recordings. 648-659 2014 8 IEEE Trans. Biomed. Circuits Syst. 5 https://doi.org/10.1109/TBCAS.2014.2359180 https://www.wikidata.org/entity/Q43419562 db/journals/tbcas/tbcas8.html#SuoZXCET14

Qing Qu 0001 Nasser M. Nasrabadi Trac D. Tran Abundance Estimation for Bilinear Mixture Models via Joint Sparse and Low-Rank Representation. 4404-4423 2014 52 IEEE Trans. Geosci. Remote. Sens. 7 https://doi.org/10.1109/TGRS.2013.2281981 db/journals/tgrs/tgrs52.html#QuNT14

Peter G. Vouras Trac D. Tran Robust Transmit Nulling in Wideband Arrays. 3706-3719 2014 62 IEEE Trans. Signal Process. 14 https://doi.org/10.1109/TSP.2014.2329653 db/journals/tsp/tsp62.html#VourasT14

Minh Dao Yuanming Suo Sang (Peter) Chin Trac D. Tran Structured sparse representation with low-rank interference. 106-110 2014 ACSSC https://doi.org/10.1109/ACSSC.2014.7094407 conf/acssc/2014 db/conf/acssc/acssc2014.html#DaoSCT14 Lam H. Nguyen Minh D. Dao Trac D. Tran Joint sparse and low-rank model for radio-frequency interference suppression in ultra-wideband radar applications. 864-868 2014 ACSSC https://doi.org/10.1109/ACSSC.2014.7094574 conf/acssc/2014 db/conf/acssc/acssc2014.html#NguyenDT14 Tao Xiong Yuanming Suo Jie Zhang 0063 Siwei Liu 0004 Ralph Etienne-Cummings Sang Chin 0001 Trac D. Tran A dictionary learning algorithm for multi-channel neural recordings. 9-12 2014 BioCAS https://doi.org/10.1109/BioCAS.2014.6981632 conf/biocas/2014 db/conf/biocas/biocas2014.html#XiongSZLECT14 Jie Zhang 0063 Tao Xiong Srinjoy Mitra Yuanming Suo Trac D. Tran Refet Firat Yazicioglu Ralph Etienne-Cummings Live demonstration: A closed loop Compressive Sensing neural recording system. 170 2014 BioCAS https://doi.org/10.1109/BioCAS.2014.6981673 conf/biocas/2014 db/conf/biocas/biocas2014.html#ZhangXMSTYE14 Qing Qu 0001 Xiaoxia Sun Nasser M. Nasrabadi Trac D. Tran Subspace vertex pursuit for separable non-negative matrix factorization in hyperspectral unmixing. 8115-8119 2014 ICASSP https://doi.org/10.1109/ICASSP.2014.6855182 conf/icassp/2014 db/conf/icassp/icassp2014.html#QuSNT14 Sonia Joy Lam H. Nguyen Trac D. Tran Robust joint down- and cross-range sparse recovery of raw ultra-wideband SAR data. 101-105 2014 ICIP https://doi.org/10.1109/ICIP.2014.7025019 conf/icip/2014 db/conf/icip/icip2014.html#JoyNT14 Lam H. Nguyen Minh D. Dao Trac D. Tran Radio-frequency interference separation and suppression from ultrawideband radar data via low-rank modeling. 116-120 2014 ICIP https://doi.org/10.1109/ICIP.2014.7025022 conf/icip/2014 db/conf/icip/icip2014.html#NguyenDT14 Yuanming Suo Minh Dao Trac D. Tran Hojjat Seyed Mousavi Umamahesh Srinivas Vishal Monga Group structured dirty dictionary learning for classification. 150-154 2014 ICIP https://doi.org/10.1109/ICIP.2014.7025029 conf/icip/2014 db/conf/icip/icip2014.html#SuoDTMSM14 Hojjat Seyed Mousavi Umamahesh Srinivas Vishal Monga Yuanming Suo Minh Dao Trac D. Tran Multi-task image classification via collaborative, hierarchical spike-and-slab priors. 4236-4240 2014 ICIP https://doi.org/10.1109/ICIP.2014.7025860 conf/icip/2014 db/conf/icip/icip2014.html#MousaviSMSDT14 Xiaoxia Sun Nasser M. Nasrabadi Trac D. Tran Task-driven dictionary learning for hyperspectral image classification with structured sparsity priors. 5262-5266 2014 ICIP https://doi.org/10.1109/ICIP.2014.7026065 conf/icip/2014 db/conf/icip/icip2014.html#SunNT14

Xiaoxia Sun Qing Qu 0001 Nasser M. Nasrabadi Trac D. Tran Structured Priors for Sparse-Representation-Based Hyperspectral Image Classification. 2014 abs/1401.3818 CoRR http://arxiv.org/abs/1401.3818 db/journals/corr/corr1401.html#SunQNT14

Yuanming Suo Minh Dao Umamahesh Srinivas Vishal Monga Trac D. Tran Structured Dictionary Learning for Classification. 2014 abs/1406.1943 CoRR http://arxiv.org/abs/1406.1943 db/journals/corr/corr1406.html#SuoDSMT14

Xiang Xiang 0001 Minh Dao Gregory D. Hager Trac D. Tran Hierarchical Sparse and Collaborative Low-Rank Representation for Emotion Recognition. 2014 abs/1410.1606 CoRR http://arxiv.org/abs/1410.1606 db/journals/corr/corr1410.html#XiangDHT14

Minh Dao Nam H. Nguyen Nasser M. Nasrabadi Trac D. Tran Collaborative Multi-sensor Classification via Sparsity-based Representation. 2014 abs/1410.7876 CoRR http://arxiv.org/abs/1410.7876 db/journals/corr/corr1410.html#DaoNNT14

Umamahesh Srinivas Yi Chen 0014 Vishal Monga Nasser M. Nasrabadi Trac D. Tran Exploiting Sparsity in Hyperspectral Image Classification via Graphical Models. 505-509 2013 10 IEEE Geosci. Remote. Sens. Lett. 3 https://doi.org/10.1109/LGRS.2012.2211858 db/journals/lgrs/lgrs10.html#SrinivasCMNT13

Yi Chen 0014 Nasser M. Nasrabadi Trac D. Tran Hyperspectral Image Classification via Kernel Sparse Representation. 217-231 2013 51 IEEE Trans. Geosci. Remote. Sens. 1 https://doi.org/10.1109/TGRS.2012.2201730 db/journals/tgrs/tgrs51.html#0001NT13

Nam H. Nguyen Trac D. Tran Exact Recoverability From Dense Corrupted Observations via ℓ<sub>1</sub>-Minimization. 2017-2035 2013 59 IEEE Trans. Inf. Theory 4 https://doi.org/10.1109/TIT.2013.2240435 db/journals/tit/tit59.html#NguyenT13

Nam H. Nguyen Trac D. Tran Robust Lasso With Missing and Grossly Corrupted Observations. 2036-2058 2013 59 IEEE Trans. Inf. Theory 4 https://doi.org/10.1109/TIT.2012.2232347 db/journals/tit/tit59.html#NguyenT13a

Vishal Monga Trac D. Tran Discriminative sparse representations with applications. 2280-2282 2013 ACC https://doi.org/10.1109/ACC.2013.6580173 conf/amcc/2013 db/conf/amcc/acc2013.html#MongaT13 Yuanming Suo Jie Zhang 0063 Ralph Etienne-Cummings Trac D. Tran Sang Chin 0001 Energy-efficient two-stage Compressed Sensing method for implantable neural recordings. 150-153 2013 BioCAS https://doi.org/10.1109/BioCAS.2013.6679661 conf/biocas/2013 db/conf/biocas/biocas2013.html#SuoZETC13 Minh Dao Yuanming Suo Sang Chin 0001 Trac D. Tran Video frame interpolation via weighted robust principal component analysis. 1404-1408 2013 ICASSP https://doi.org/10.1109/ICASSP.2013.6637882 conf/icassp/2013 db/conf/icassp/icassp2013.html#DaoSCT13 Qing Qu 0001 Nasser M. Nasrabadi Trac D. Tran Hyperspectral abundance estimation for the generalized bilinear model with joint sparsity constraint. 2129-2133 2013 ICASSP https://doi.org/10.1109/ICASSP.2013.6638030 conf/icassp/2013 db/conf/icassp/icassp2013.html#QuNT13 Yuanming Suo Minh Dao Trac D. Tran Umamahesh Srinivas Vishal Monga Hierarchical sparse modeling using Spike and Slab priors. 3103-3107 2013 ICASSP https://doi.org/10.1109/ICASSP.2013.6638229 conf/icassp/2013 db/conf/icassp/icassp2013.html#SuoDTSM13 Minh Dao Lam H. Nguyen Trac D. Tran Temporal rate up-conversion of synthetic aperture radar via low-rank matrix recovery. 2358-2362 2013 ICIP https://doi.org/10.1109/ICIP.2013.6738486 conf/icip/2013 db/conf/icip/icip2013.html#DaoNT13 Umamahesh Srinivas Yuanming Suo Minh Dao Vishal Monga Trac D. Tran Structured sparse priors for image classification. 3211-3215 2013 ICIP https://doi.org/10.1109/ICIP.2013.6738661 conf/icip/2013 db/conf/icip/icip2013.html#SrinivasSDMT13 Jie Zhang 0063 Yuanming Suo Srinjoy Mitra Sang (Peter) Chin Trac D. Tran Refet Firat Yazicioglu Ralph Etienne-Cummings Reconstruction of neural action potentials using signal dependent sparse representations. 1520-1523 2013 ISCAS https://doi.org/10.1109/ISCAS.2013.6572147 conf/iscas/2013 db/conf/iscas/iscas2013.html#ZhangSMCTYE13 Qing Qu 0001 Xiaoxia Sun Nasser M. Nasrabadi Trac D. Tran Low rank representation for bilinear abundance estimation problem. 1-4 2013 WHISPERS https://doi.org/10.1109/WHISPERS.2013.8080597 conf/whispers/2013 db/conf/whispers/whispers2013.html#QuSNT13

Garrick Orchard Jie Zhang 0063 Yuanming Suo Minh Dao Dzung T. Nguyen Sang Chin 0001 Christoph Posch Trac D. Tran Ralph Etienne-Cummings Real Time Compressive Sensing Video Reconstruction in Hardware. 604-615 2012 2 IEEE J. Emerg. Sel. Topics Circuits Syst. 3 https://doi.org/10.1109/JETCAS.2012.2214614 db/journals/esticas/esticas2.html#OrchardZSDNCPTE12

Thong T. Do Lu Gan 0002 Nam H. Nguyen Trac D. Tran Fast and Efficient Compressive Sensing Using Structurally Random Matrices. 139-154 2012 60 IEEE Trans. Signal Process. 1 https://doi.org/10.1109/TSP.2011.2170977 db/journals/tsp/tsp60.html#DoGNT12

Nam H. Nguyen Nasser M. Nasrabadi Trac D. Tran Multi-sensor joint kernel sparse representation for personnel detection. 739-743 2012 EUSIPCO https://ieeexplore.ieee.org/document/6333980/ conf/eusipco/2012 db/conf/eusipco/eusipco2012.html#NguyenNT12 Umamahesh Srinivas Yi Chen 0014 Vishal Monga Nasser M. Nasrabadi Trac D. Tran Discriminative graphical models for sparsity-based hyperspectral target detection. 1489-1492 2012 IGARSS https://doi.org/10.1109/IGARSS.2012.6350822 conf/igarss/2012 db/conf/igarss/igarss2012.html#SrinivasCMNT12 Lam H. Nguyen Trac D. Tran Robust and adaptive extraction of RFI signals from ultra-wideband radar data. 7137-7140 2012 IGARSS https://doi.org/10.1109/IGARSS.2012.6352017 conf/igarss/2012 db/conf/igarss/igarss2012.html#NguyenT12 Yi Chen 0014 Nasser M. Nasrabadi Trac D. Tran Kernel sparse representation for hyperspectral target detection. 7484-7487 2012 IGARSS https://doi.org/10.1109/IGARSS.2012.6351901 conf/igarss/2012 db/conf/igarss/igarss2012.html#ChenNT12 Minh Dao Dzung T. Nguyen Trac D. Tran Sang Chin 0001 Chemical plume detection in hyperspectral imagery via joint sparse representation. 1-5 2012 MILCOM https://doi.org/10.1109/MILCOM.2012.6415867 conf/milcom/2012 db/conf/milcom/milcom2012.html#DaoNTC12 Yi Chen 0014 Nasser M. Nasrabadi Trac D. Tran Discriminative dictionary design using LVQ for hyperspectral image classification. 1-4 2012 WHISPERS https://doi.org/10.1109/WHISPERS.2012.6874290 conf/whispers/2012 db/conf/whispers/whispers2012.html#0001NT12

Yi Chen 0014 Nasser M. Nasrabadi Trac D. Tran Sparse Representation for Target Detection in Hyperspectral Imagery. 629-640 2011 5 IEEE J. Sel. Top. Signal Process. 3 https://doi.org/10.1109/JSTSP.2011.2113170 db/journals/jstsp/jstsp5.html#ChenNT11

Yi Chen 0014 Nasser M. Nasrabadi Trac D. Tran Simultaneous Joint Sparsity Model for Target Detection in Hyperspectral Imagery. 676-680 2011 8 IEEE Geosci. Remote. Sens. Lett. 4 https://doi.org/10.1109/LGRS.2010.2099640 db/journals/lgrs/lgrs8.html#ChenNT11

Balakrishnan Varadarajan Sanjeev Khudanpur Trac D. Tran Stepwise Optimal Subspace Pursuit for Improving Sparse Recovery. 27-30 2011 18 IEEE Signal Process. Lett. 1 https://doi.org/10.1109/LSP.2010.2090143 db/journals/spl/spl18.html#VaradarajanKT11

Yi Chen 0014 Nasser M. Nasrabadi Trac D. Tran Hyperspectral Image Classification Using Dictionary-Based Sparse Representation. 3973-3985 2011 49 IEEE Trans. Geosci. Remote. Sens. 10 https://doi.org/10.1109/TGRS.2011.2129595 db/journals/tgrs/tgrs49.html#ChenNT11

Umamahesh Srinivas Vishal Monga Yi Chen 0014 Trac D. Tran Sparsity-based face recognition using discriminative graphical models. 1204-1208 2011 ACSCC https://doi.org/10.1109/ACSSC.2011.6190206 conf/acssc/2011 db/conf/acssc/acssc2011.html#SrinivasM0T11 Nam H. Nguyen Nasser M. Nasrabadi Trac D. Tran Robust multi-sensor classification via joint sparse representation. 1-8 2011 FUSION https://ieeexplore.ieee.org/document/5977676/ conf/fusion/2011 db/conf/fusion/fusion2011.html#NguyenNT11 Dzung T. Nguyen Minh Dao Trac D. Tran Video error concealment using sparse recovery and local dictionaries. 1125-1128 2011 ICASSP https://doi.org/10.1109/ICASSP.2011.5946606 conf/icassp/2011 db/conf/icassp/icassp2011.html#NguyenDT11 Yi Chen 0014 Nasser M. Nasrabadi Trac D. Tran Hyperspectral image classification via kernel sparse representation. 1233-1236 2011 ICIP https://doi.org/10.1109/ICIP.2011.6115655 conf/icip/2011 db/conf/icip/icip2011.html#ChenNT11 Dzung T. Nguyen Minh Dao Trac D. Tran Error concealment via 3-mode tensor approximation. 2081-2084 2011 ICIP https://doi.org/10.1109/ICIP.2011.6115891 conf/icip/2011 db/conf/icip/icip2011.html#NguyenDT11 Lam H. Nguyen Trac D. Tran Robust recovery of synthetic aperture radar data from uniformly under-sampled measurements. 3554-3557 2011 IGARSS https://doi.org/10.1109/IGARSS.2011.6049989 conf/igarss/2011 db/conf/igarss/igarss2011.html#NguyenT11 Nam H. Nguyen Nasser M. Nasrabadi Trac D. Tran Robust Lasso with missing and grossly corrupted observations. 1881-1889 2011 NIPS https://proceedings.neurips.cc/paper/2011/hash/a2137a2ae8e39b5002a3f8909ecb88fe-Abstract.html http://papers.nips.cc/paper/4386-robust-lasso-with-missing-and-grossly-corrupted-observations conf/nips/2011 db/conf/nips/nips2011.html#NguyenNT11 Yi Chen 0014 Nasser M. Nasrabadi Trac D. Tran Random projection as dimensionality reduction and its effect on classical target recognition and anomaly detection techniques. 1-4 2011 WHISPERS https://doi.org/10.1109/WHISPERS.2011.6080904 conf/whispers/2011 db/conf/whispers/whispers2011.html#0001NT11

Nam H. Nguyen Trac D. Tran Exact recoverability from dense corrupted observations via L<sub>1</sub> minimization http://arxiv.org/abs/1102.1227 2011 CoRR abs/1102.1227 db/journals/corr/corr1102.html#abs-1102-1227

Thong T. Do Lu Gan 0002 Nam H. Nguyen Trac D. Tran Fast and Efficient Compressive Sensing using Structurally Random Matrices http://arxiv.org/abs/1106.5037 2011 CoRR abs/1106.5037 db/journals/corr/corr1106.html#abs-1106-5037

Yi Chen 0014 Umamahesh Srinivas Thong T. Do Vishal Monga Trac D. Tran Discriminative Local Sparse Representations for Robust Face Recognition http://arxiv.org/abs/1111.1947 2011 CoRR abs/1111.1947 db/journals/corr/corr1111.html#abs-1111-1947

Nam H. Nguyen Trac D. Tran Robust Lasso with missing and grossly corrupted observations http://arxiv.org/abs/1112.0391 2011 CoRR abs/1112.0391 db/journals/corr/corr1112.html#abs-1112-0391

Lam H. Nguyen Trac D. Tran A sparsity-driven joint image registration and change detection technique for SAR imagery. 2798-2801 2010 ICASSP https://doi.org/10.1109/ICASSP.2010.5496197 conf/icassp/2010 db/conf/icassp/icassp2010.html#NguyenT10 Garimella S. V. S. Sivaram Sridhar Krishna Nemala Mounya Elhilali Trac D. Tran Hynek Hermansky Sparse coding for speech recognition. 4346-4349 2010 ICASSP https://doi.org/10.1109/ICASSP.2010.5495649 conf/icassp/2010 db/conf/icassp/icassp2010.html#SivaramNETH10 Yi Chen 0014 Thong T. Do Trac D. Tran Robust face recognition using locally adaptive sparse representation. 1657-1660 2010 ICIP https://doi.org/10.1109/ICIP.2010.5652203 conf/icip/2010 db/conf/icip/icip2010.html#ChenDT10 Lu Gan 0002 Thong T. Do Trac D. Tran Fast dimension reduction through random permutation. 3353-3356 2010 ICIP https://doi.org/10.1109/ICIP.2010.5652780 conf/icip/2010 db/conf/icip/icip2010.html#GanDT10 Yi Chen 0014 Nasser M. Nasrabadi Trac D. Tran Sparsity-based classification of hyperspectral imagery. 2796-2799 2010 conf/igarss/2010 IGARSS https://doi.org/10.1109/IGARSS.2010.5649357 db/conf/igarss/igarss2010.html#ChenNT10 Yi Chen 0014 Nasser M. Nasrabadi Trac D. Tran Classification for hyperspectral imagery based on sparse representation. 1-4 2010 WHISPERS https://doi.org/10.1109/WHISPERS.2010.5594882 conf/whispers/2010 db/conf/whispers/whispers2010.html#0001NT10

Nam H. Nguyen Petros Drineas Trac D. Tran Tensor sparsification via a bound on the spectral norm of random tensors http://arxiv.org/abs/1005.4732 2010 CoRR abs/1005.4732 db/journals/corr/corr1005.html#abs-1005-4732

Guoqian Sun Upul Samarawickrama Jie Liang 0001 Chao Tian 0002 Chengjie Tu Trac D. Tran Multiple Description Coding With Prediction Compensation. 1037-1047 2009 18 IEEE Trans. Image Process. 5 https://doi.org/10.1109/TIP.2009.2013068 https://www.wikidata.org/entity/Q83591123 db/journals/tip/tip18.html#SunSLTTT09

Thong T. Do Yi Chen 0014 Dzung T. Nguyen Nam P. Nguyen Lu Gan 0002 Trac D. Tran Distributed Compressed Video Sensing. 1-2 2009 CISS https://doi.org/10.1109/CISS.2009.5054678 conf/ciss/2009 db/conf/ciss/ciss2009.html#DoCNNGT09 Peter G. Vouras Trac D. Tran Design of pointwise-in-frequency paraunitary filter banks. 358-362 2009 CISS https://doi.org/10.1109/CISS.2009.5054745 conf/ciss/2009 db/conf/ciss/ciss2009.html#VourasT09 Thong T. Do Lu Gan 0002 Yi Chen 0014 Nam P. Nguyen Trac D. Tran Fast and efficient dimensionality reduction using Structurally Random Matrices. 1821-1824 2009 ICASSP https://doi.org/10.1109/ICASSP.2009.4959960 https://doi.ieeecomputersociety.org/10.1109/ICASSP.2009.4959960 conf/icassp/2009 db/conf/icassp/icassp2009.html#DoGCNT09 Peter G. Vouras Trac D. Tran Michael Ching Rational canonical form of polyphase matrices with applications to designing paraunitary filter banks. 3221-3224 2009 ICASSP https://doi.org/10.1109/ICASSP.2009.4960310 https://doi.ieeecomputersociety.org/10.1109/ICASSP.2009.4960310 conf/icassp/2009 db/conf/icassp/icassp2009.html#VourasTC09 Thong T. Do Yi Chen 0014 Nam H. Nguyen Lu Gan 0002 Trac D. Tran A fast and efficient heuristic nuclear-norm algorithm for affine rank minimization. 3393-3396 2009 ICASSP https://doi.org/10.1109/ICASSP.2009.4960353 https://doi.ieeecomputersociety.org/10.1109/ICASSP.2009.4960353 conf/icassp/2009 db/conf/icassp/icassp2009.html#DoCNGT09 Nam P. Nguyen Thong T. Do Yi Chen 0014 Trac D. Tran A fast and efficient algorithm for low rank matrix recovery from incomplete observations. 3405-3408 2009 ICASSP https://doi.org/10.1109/ICASSP.2009.4960356 https://doi.ieeecomputersociety.org/10.1109/ICASSP.2009.4960356 conf/icassp/2009 db/conf/icassp/icassp2009.html#NguyenDCT09 Thong T. Do Yi Chen 0014 Dzung T. Nguyen Nam P. Nguyen Lu Gan 0002 Trac D. Tran Distributed compressed video sensing. 1393-1396 2009 ICIP https://doi.org/10.1109/ICIP.2009.5414631 conf/icip/2009 db/conf/icip/icip2009.html#DoCNNGT09 Iman A. El-Shehaby Trac D. Tran Implementation and application of local computation of wavelet coefficients in the dual-tree complex wavelets. 3885-3888 2009 ICIP https://doi.org/10.1109/ICIP.2009.5414018 conf/icip/2009 db/conf/icip/icip2009.html#El-ShehabyT09 Thong T. Do Yi Chen 0014 Dzung T. Nguyen Nam P. Nguyen Lu Gan 0002 Trac D. Tran Robust video transmission using Layered Compressed Sensing. 1-4 2009 MMSP https://doi.org/10.1109/MMSP.2009.5293312 conf/mmsp/2009 db/conf/mmsp/mmsp2009.html#DoCNNGT09 Nam H. Nguyen Thong T. Do Trac D. Tran A fast and efficient algorithm for low-rank approximation of a matrix. 215-224 2009 STOC https://doi.org/10.1145/1536414.1536446 conf/stoc/2009 db/conf/stoc/stoc2009.html#NguyenDT09

Adeel Abbas Trac D. Tran Rational Coefficient Dual-Tree Complex Wavelet Transform: Design andImplementation. 3523-3534 2008 56 IEEE Trans. Signal Process. 8-1 https://doi.org/10.1109/TSP.2008.925898 db/journals/tsp/tsp56.html#AbbasT08

Thong T. Do Lu Gan 0002 Nam H. Nguyen Trac D. Tran Sparsity adaptive matching pursuit algorithm for practical compressed sensing. 581-587 2008 ACSCC https://doi.org/10.1109/ACSSC.2008.5074472 conf/acssc/2008 db/conf/acssc/acssc2008.html#Do0NT08 Peter G. Vouras Trac D. Tran Factorization of paraunitary polyphase matrices using subspace projections. 602-605 2008 ACSCC https://doi.org/10.1109/ACSSC.2008.5074476 conf/acssc/2008 db/conf/acssc/acssc2008.html#VourasT08 Lu Gan 0002 Thong T. Do Trac D. Tran Fast compressive imaging using scrambled block Hadamard ensemble. 1-5 2008 EUSIPCO https://ieeexplore.ieee.org/document/7080566/ conf/eusipco/2008 db/conf/eusipco/eusipco2008.html#GanDT08 Thong T. Do Trac D. Tran Lu Gan 0002 Fast compressive sampling with structurally random matrices. 3369-3372 2008 ICASSP https://doi.org/10.1109/ICASSP.2008.4518373 conf/icassp/2008 db/conf/icassp/icassp2008.html#DoTG08 Lijie Liu Lu Gan 0002 Trac D. Tran Lifting-based Laplacian Pyramid reconstruction schemes. 2812-2815 2008 ICIP https://doi.org/10.1109/ICIP.2008.4712379 conf/icip/2008 db/conf/icip/icip2008.html#LiuGT08 Iman A. El-Shehaby Trac D. Tran Local computation and estimation of wavelet coefficients in the dual-tree complex wavelet transform. 2877-2880 2008 ISCAS https://doi.org/10.1109/ISCAS.2008.4542058 conf/iscas/2008 db/conf/iscas/iscas2008.html#El-shehabyT08

Carlos Salazar-Lazaro Trac D. Tran A Complexity Scalable Universal DCT Domain Image Resizing Algorithm. 495-499 2007 17 IEEE Trans. Circuits Syst. Video Technol. 4 https://doi.org/10.1109/TCSVT.2007.893836 db/journals/tcsv/tcsv17.html#SalazarT07

Lu Gan 0002 Chengjie Tu Jie Liang 0001 Trac D. Tran Kai-Kuang Ma Undersampled Boundary Pre-/Postfilters for Low Bit-Rate DCT-Based Block Coders. 428-441 2007 16 IEEE Trans. Image Process. 2 https://doi.org/10.1109/TIP.2006.888344 https://www.wikidata.org/entity/Q51075780 db/journals/tip/tip16.html#GanTLTM07

Jie Liang 0001 Chengjie Tu Lu Gan 0002 Trac D. Tran Kai-Kuang Ma Wiener Filter-Based Error Resilient Time-Domain Lapped Transform. 491-502 2007 16 IEEE Trans. Image Process. 2 https://doi.org/10.1109/TIP.2006.888332 https://www.wikidata.org/entity/Q51075772 db/journals/tip/tip16.html#LiangTGTM07

Lijie Liu Lu Gan 0002 Trac D. Tran General Reconstruction of Laplacian Pyramid and its Dual Frame Solutions. 514-517 2007 conf/ciss/2007 CISS https://doi.org/10.1109/CISS.2007.4298360 db/conf/ciss/ciss2007.html#LiuGT07 Lijie Liu Trac D. Tran Rate-Distortion Analysis of Multiplierless Lifting-based IDCT Approximations. 720-725 2007 conf/ciss/2007 CISS https://doi.org/10.1109/CISS.2007.4298399 db/conf/ciss/ciss2007.html#LiuT07 Peter G. Vouras Trac D. Tran Discrete-Time Dithering Technique for Designing Time-Varying Signal Adapted Filter Banks. 838-843 2007 conf/ciss/2007 CISS https://doi.org/10.1109/CISS.2007.4298425 db/conf/ciss/ciss2007.html#VourasT07 Yu M. Chi Trac D. Tran Ralph Etienne-Cummings Optical Flow Approximation of Sub-Pixel Accurate Block Matching for Video Coding. 1017-1020 2007 ICASSP (1) https://doi.org/10.1109/ICASSP.2007.366083 conf/icassp/2007 db/conf/icassp/icassp2007.html#ChiTE07 Lijie Liu Trac D. Tran An 8×8 IEEE-Compliant Lifting-Based Multiplierless IDCT Structure and Algorithm. 1113-1116 2007 ICASSP (1) https://doi.org/10.1109/ICASSP.2007.366107 conf/icassp/2007 db/conf/icassp/icassp2007.html#LiuT07 Peter G. Vouras Trac D. Tran Paraunitary Filter Bank Design using Derivative Constraints. 1453-1456 2007 ICASSP (3) https://doi.org/10.1109/ICASSP.2007.367121 conf/icassp/2007 db/conf/icassp/icassp2007.html#VourasT07 Guoqian Sun Upul Samarawickrama Jie Liang 0001 Chengjie Tu Trac D. Tran Multiple Description Image Codingwith Prediction Compensation. 513-516 2007 ICIP (6) https://doi.org/10.1109/ICIP.2007.4379634 conf/icip/2007 db/conf/icip/icip2007-6.html#SunSLTT07

Chiman Kwan Baoxin Li Roger Xu X. Li Trac D. Tran T. Nguyen A Complete Image Compression Scheme Based on Overlapped Block Transform with Post-Processing. 2006 2006 EURASIP J. Adv. Signal Process. https://doi.org/10.1155/ASP/2006/10968 db/journals/ejasp/ejasp2006.html#KwanLXLTN06

Chengjie Tu Trac D. Tran Jie Liang 0001 Error resilient pre/post-filtering for DCT-based block coding systems. 30-39 2006 15 IEEE Trans. Image Process. 1 https://doi.org/10.1109/TIP.2005.860350 https://www.wikidata.org/entity/Q39743328 db/journals/tip/tip15.html#TuTL06

Peter G. Vouras Trac D. Tran Design of FIR Paraunitary Approximations to Principal Component Filter Banks. 1372-1377 2006 CISS https://doi.org/10.1109/CISS.2006.286679 conf/ciss/2006 db/conf/ciss/ciss2006.html#VourasT06 Jie Liang 0001 Xin Li 0005 Guoqian Sun Trac D. Tran Two-Dimensional Wiener Filters for Error Resilient Time Domain Lapped Transform. 241-244 2006 ICASSP (3) https://doi.org/10.1109/ICASSP.2006.1660635 conf/icassp/2006 db/conf/icassp/icassp2006.html#LiangLST06 Carlos Salazar-Lazaro Trac D. Tran A More Efficient and Video Friendly Spatial Resizing Algorithm. 877-880 2006 conf/icip/2006 ICIP https://doi.org/10.1109/ICIP.2006.312508 db/conf/icip/icip2006.html#Salazar-LazaroT06 Adeel Abbas Trac D. Tran Multiplierless Design of Biorthogonal Dual-Tree Complex Wavelet Transform using Lifting Scheme. 1605-1608 2006 conf/icip/2006 ICIP https://doi.org/10.1109/ICIP.2006.312616 db/conf/icip/icip2006.html#AbbasT06 Lijie Liu Wei Dai Trac D. Tran JPEG-compliant image coding with adaptive pre-/post-filtering. 2006 conf/iscas/2006 ISCAS https://doi.org/10.1109/ISCAS.2006.1692959 db/conf/iscas/iscas2006.html#LiuDT06

Jie Liang 0001 Chengjie Tu Trac D. Tran Optimal block boundary pre/postfiltering for wavelet-based image and video compression. 2151-2158 2005 14 IEEE Trans. Image Process. 12 https://doi.org/10.1109/TIP.2005.857244 https://www.wikidata.org/entity/Q51300573 db/journals/tip/tip14.html#LiangTT05

Wei Dai Lijie Liu Trac D. Tran Adaptive Block-Based Image Coding with Pre-/Post-Filtering. 73-82 2005 conf/dcc/2005 DCC https://doi.org/10.1109/DCC.2005.11 https://doi.ieeecomputersociety.org/10.1109/DCC.2005.11 db/conf/dcc/dcc2005.html#DaiLT05 Jie Liang 0001 Chengjie Tu Trac D. Tran Lu Gan 0002 Wiener Filtering for Generalized Error Resilient Time Domain Lapped Transform. 181-184 2005 ICASSP (2) https://doi.org/10.1109/ICASSP.2005.1415371 conf/icassp/2005 db/conf/icassp/icassp2005.html#LiangTTG05 Adeel Abbas Trac D. Tran Fast approximations of the orthogonal dual-tree wavelet bases. 605-608 2005 ICASSP (4) https://doi.org/10.1109/ICASSP.2005.1416081 conf/icassp/2005 db/conf/icassp/icassp2005.html#AbbasT05 Carlos Salazar-Lazaro Trac D. Tran Flexible resizing algorithms for video transcoding. 916-919 2005 conf/iscas/2005 ISCAS (2) https://doi.org/10.1109/ISCAS.2005.1464738 db/conf/iscas/iscas2005-2.html#Salazar-LazaroT05 Jie Liang 0001 Chengjie Tu Trac D. Tran Optimal block boundary pre/post-filtering for wavelet-based image and video compression. 303-306 2004 conf/icip/2004 ICIP https://doi.org/10.1109/ICIP.2004.1418750 db/conf/icip/icip2004-1.html#LiangTT04 Chengjie Tu Trac D. Tran Jie Liang 0001 Over-sampled and under-sampled Pre/post-filters for block DCT coders. 1277-1280 2004 conf/icip/2004 ICIP https://doi.org/10.1109/ICIP.2004.1419731 db/conf/icip/icip2004-2.html#TuTL04 Carlos Salazar-Lazaro Trac D. Tran On resizing images in the dct domain. 2797-2800 2004 conf/icip/2004 ICIP db/conf/icip/icip2004-4.html#Salazar-LazaroT04

Chengjie Tu Jie Liang 0001 Trac D. Tran Adaptive runlength coding. 61-64 2003 10 IEEE Signal Process. Lett. 3 https://doi.org/10.1109/LSP.2002.807873 db/journals/spl/spl10.html#TuLT03

Trac D. Tran Jie Liang 0001 Chengjie Tu Lapped transform via time-domain pre- and post-filtering. 1557-1571 2003 51 IEEE Trans. Signal Process. 6 https://doi.org/10.1109/TSP.2003.811222 https://www.wikidata.org/entity/Q57277122 db/journals/tsp/tsp51.html#TranLT03

Jie Liang 0001 Trac D. Tran Ricardo L. de Queiroz DCT-based general structure for linear-phase paraunitary filterbanks. 1572-1580 2003 51 IEEE Trans. Signal Process. 6 https://doi.org/10.1109/TSP.2003.811224 db/journals/tsp/tsp51.html#LiangTQ03

Wei Dai Trac D. Tran Regularity-constrained pre- and post-filtering for block DCT-based systems. 2568-2581 2003 51 IEEE Trans. Signal Process. 10 https://doi.org/10.1109/TSP.2003.816769 db/journals/tsp/tsp51.html#DaiT03

Soontorn Oraintara Trac D. Tran Truong Q. Nguyen A class of regular biorthogonal linear-phase filterbanks: theory, structure, and application in image coding. 3220-3235 2003 51 IEEE Trans. Signal Process. 12 https://doi.org/10.1109/TSP.2003.818909 db/journals/tsp/tsp51.html#OraintaraTN03

Chengjie Tu Trac D. Tran Jie Liang 0001 Error resilient pre-/post-filtering for DCT-based block coding systems. 273-276 2003 ICASSP (3) https://doi.org/10.1109/ICASSP.2003.1199225 conf/icassp/2003 db/conf/icassp/icassp2003.html#TuTL03 Jie Liang 0001 Lu Gan 0002 Chengjie Tu Trac D. Tran Kai-Kuang Ma On efficient implementation of oversampled linear phase perfect reconstruction filter banks. 501-504 2003 ICASSP (6) https://doi.org/10.1109/ICASSP.2003.1201728 conf/icassp/2003 db/conf/icassp/icassp2003.html#LiangGTTM03 Chengjie Tu Trac D. Tran Jie Liang 0001 Error resilient pre-/post-filtering for DCT-based block coding systems. 153-156 2003 ICME https://doi.org/10.1109/ICME.2003.1221271 https://doi.ieeecomputersociety.org/10.1109/ICME.2003.1221271 conf/icmcs/2003 db/conf/icmcs/icme2003.html#TuTL03 Jie Liang 0001 Lu Gan 0002 Chengjie Tu Trac D. Tran Kai-Kuang Ma On efficient implementation of oversampled linear phase perfect reconstruction filter banks. 865-868 2003 ICME https://doi.org/10.1109/ICME.2003.1221055 https://doi.ieeecomputersociety.org/10.1109/ICME.2003.1221055 conf/icmcs/2003 db/conf/icmcs/icme2003.html#LiangGTTM03

Lu Gan 0002 Kai-Kuang Ma Truong Q. Nguyen Trac D. Tran Ricardo L. de Queiroz On the completeness of the lattice factorization for linear-phase perfect reconstruction filter banks. 133-136 2002 9 IEEE Signal Process. Lett. 4 https://doi.org/10.1109/LSP.2002.1001651 db/journals/spl/spl9.html#GanMNTQ02

Ying-Jui Chen Soontorn Oraintara Trac D. Tran Kevin Amaratunga Truong Q. Nguyen Multiplierless approximation of transforms with adder constraint. 344-347 2002 9 IEEE Signal Process. Lett. 11 https://doi.org/10.1109/LSP.2002.804419 db/journals/spl/spl9.html#ChenOTAN02

Chengjie Tu Trac D. Tran Context-based entropy coding of block transform coefficients for image compression. 1271-1283 2002 11 IEEE Trans. Image Process. 11 https://doi.org/10.1109/TIP.2002.804279 https://www.wikidata.org/entity/Q47935565 db/journals/tip/tip11.html#TuT02

Masaaki Ikehara Trac D. Tran Truong Q. Nguyen A family of lapped regular transforms with integer coefficients. 834-841 2002 50 IEEE Trans. Signal Process. 4 https://doi.org/10.1109/78.992129 db/journals/tsp/tsp50.html#IkeharaTN02

Jie Liang 0001 Trac D. Tran DCT-based general structure for linear phase paraunitary filter banks. 1169-1172 2002 ICASSP https://doi.org/10.1109/ICASSP.2002.5744008 conf/icassp/2002 db/conf/icassp/icassp2002.html#LiangT02 Ying-Jui Chen Soontorn Oraintara Trac D. Tran Kevin Amaratunga Truong Q. Nguyen Multiplierless approximation of transforms using lifting scheme and coordinate descent with adder constraint. 3136-3139 2002 ICASSP https://doi.org/10.1109/ICASSP.2002.5745314 conf/icassp/2002 db/conf/icassp/icassp2002.html#ChenOTAN02 Sachin Gangaputra Trac D. Tran Adaptive pre- and post-filtering for block based systems. 3297-3300 2002 ICASSP https://doi.org/10.1109/ICASSP.2002.5745358 conf/icassp/2002 db/conf/icassp/icassp2002.html#GangaputraT02 Chengjie Tu Trac D. Tran Jie Bang Adaptive runlength coding. 665-668 2002 conf/icip/2002 ICIP (2) db/conf/icip/icip2002-2.html#TuTB02 https://doi.org/10.1109/ICIP.2002.1040038 Chengjie Tu Trac D. Tran On context-based entropy coding of block transform coefficients. 669-672 2002 conf/icip/2002 ICIP (2) db/conf/icip/icip2002-2.html#TuT02 https://doi.org/10.1109/ICIP.2002.1040039 Jie Liang 0001 Trac D. Tran Further results on DCT-based linear phase paraunitary filter banks. 681-684 2002 conf/icip/2002 ICIP (2) db/conf/icip/icip2002-2.html#LiangT02 https://doi.org/10.1109/ICIP.2002.1040042 Wei Dai Trac D. Tran Soontorn Oraintara Truong Q. Nguyen Integer- and rational-coefficient M-band wavelet. 425-428 2002 conf/iscas/2002 ISCAS (3) https://doi.org/10.1109/ISCAS.2002.1010251 db/conf/iscas/iscas2002-3.html#DaiTON02 Xiaodong Fan Guobin Shen Shipeng Li 0001 Trac D. Tran Ya-Qin Zhang Rate-distortion optimization of macroblock-based progressive fine granularity scalable video codec. 540-543 2002 conf/iscas/2002 ISCAS (4) https://doi.org/10.1109/ISCAS.2002.1010512 db/conf/iscas/iscas2002-4.html#FanSLTZ02

Soontorn Oraintara Trac D. Tran Peter N. Heller Truong Q. Nguyen Lattice structure for regular paraunitary linear-phase filterbanks and M-band orthogonal symmetric wavelets. 2659-2672 2001 49 IEEE Trans. Signal Process. 11 https://doi.org/10.1109/78.960413 db/journals/tsp/tsp49.html#OraintaraTHN01

Jie Liang 0001 Trac D. Tran Fast multiplierless approximations of the DCT with the lifting scheme. 3032-3044 2001 49 IEEE Trans. Signal Process. 12 https://doi.org/10.1109/78.969511 https://www.wikidata.org/entity/Q59445431 db/journals/tsp/tsp49.html#LiangT01

Trac D. Tran The binDCT: fast multiplierless approximation of the DCT. 141-144 2000 7 IEEE Signal Process. Lett. 6 https://doi.org/10.1109/97.844633 db/journals/spl/spl7.html#Tran00

Trac D. Tran The LiftLT: fast-lapped transforms via lifting steps. 145-148 2000 7 IEEE Signal Process. Lett. 6 https://doi.org/10.1109/97.844634 db/journals/spl/spl7.html#Tran00a

Ricardo L. de Queiroz Zhigang Fan 0001 Trac D. Tran Optimizing block-thresholding segmentation for multilayer compression of compound images. 1461-1471 2000 9 IEEE Trans. Image Process. 9 https://doi.org/10.1109/83.862619 https://www.wikidata.org/entity/Q51893590 db/journals/tip/tip9.html#QueirozFT00

Trac D. Tran Ricardo L. de Queiroz Truong Q. Nguyen Linear-phase perfect reconstruction filter bank: lattice structure, design, and application in image coding. 133-147 2000 48 IEEE Trans. Signal Process. 1 https://doi.org/10.1109/78.815484 db/journals/tsp/tsp48.html#TranQN00

Laurent C. Duval Van Bui-Tran Truong Q. Nguyen Trac D. Tran Seismic Data Compression Using GENLOT: Towards "Optimality"? 552 2000 conf/dcc/2000 Data Compression Conference https://doi.org/10.1109/DCC.2000.838199 https://doi.ieeecomputersociety.org/10.1109/DCC.2000.838199 db/conf/dcc/dcc2000.html#DuvalBNT00 Laurent C. Duval Van Bui-Tran Truong Q. Nguyen Trac D. Tran GenLOT optimization techniques for seismic data compression. 2111-2114 2000 ICASSP https://doi.org/10.1109/ICASSP.2000.859252 https://doi.ieeecomputersociety.org/10.1109/ICASSP.2000.859252 conf/icassp/2000 db/conf/icassp/icassp2000.html#DuvalBNT00 Ricardo L. de Queiroz Zhigang Fan 0001 Trac D. Tran Optimizing Block-Threshold Segmentation for MRC Compression. 2000 conf/icip/2000 ICIP db/conf/icip/icip2000.html#QueirozFT00 https://doi.org/10.1109/ICIP.2000.899503 597-600 Vikrant Kasarabada Erdogan Simsek Trac D. Tran Wavelet-based image retrieval algorithm via mutual information. 450-460 2000 Storage and Retrieval for Media Databases https://doi.org/10.1117/12.373577 conf/spieSR/2000 db/conf/spieSR/spieSR2000.html#KasarabadaST00

Trac D. Tran Truong Q. Nguyen A progressive transmission image coder using linear phase uniform filterbanks as block transforms. 1493-1507 1999 8 IEEE Trans. Image Process. 11 https://doi.org/10.1109/83.799878 https://www.wikidata.org/entity/Q51893323 db/journals/tip/tip8.html#TranN99

Trac D. Tran Masaaki Ikehara Truong Q. Nguyen Linear phase paraunitary filter bank with filters of different lengths and its application in image compression. 2730-2744 1999 47 IEEE Trans. Signal Process. 10 https://doi.org/10.1109/78.790655 db/journals/tsp/tsp47.html#TranIN99

Trac D. Tran Local Zerotree Coding. 280-282 1999 conf/icip/1999 ICIP (2) db/conf/icip/icip1999-2.html#Tran99 https://doi.org/10.1109/ICIP.1999.822900 Trac D. Tran The LIFTLT: Fast Lapped Transform Via Lifting Steps. 745-748 1999 conf/icip/1999 ICIP (2) db/conf/icip/icip1999-2.html#Tran99a https://doi.org/10.1109/ICIP.1999.822995 Trac D. Tran A Fast Multiplierless Block Transform for Image and Video Compression. 836-840 1999 conf/icip/1999 ICIP (3) db/conf/icip/icip1999-3.html#Tran99b https://doi.org/10.1109/ICIP.1999.817241 Trac D. Tran Ricardo L. de Queiroz Truong Q. Nguyen The generalized lapped biorthogonal transform. 1441-1444 1998 ICASSP https://doi.org/10.1109/ICASSP.1998.681719 conf/icassp/1998 db/conf/icassp/icassp1998.html#TranQN98 Mika Helsingius Trac D. Tran Truong Q. Nguyen A GenLOT-based Progressive Image Coder for Low Resolution Images. 312-316 1998 conf/icip/1998 ICIP (2) db/conf/icip/icip1998-2.html#HelsingiusTN98 https://doi.org/10.1109/ICIP.1998.723371 https://doi.ieeecomputersociety.org/10.1109/ICIP.1998.723371 Trac D. Tran Ricardo L. de Queiroz Truong Q. Nguyen The Variable-Length Generalized Lapped Biorthogonal Transform. 697-701 1998 conf/icip/1998 ICIP (3) db/conf/icip/icip1998-3.html#TranQN98 Masaaki Ikehara Trac D. Tran Truong Q. Nguyen Generalized Lapped Biorthogonal Transforms with Integer Coefficients. 886-890 1998 conf/icip/1998 ICIP (3) db/conf/icip/icip1998-3.html#IkeharaTN98

Trac Duy Tran Truong Q. Nguyen On M-channel linear phase FIR filter banks and application in image compression. 2175-2187 1997 45 IEEE Trans. Signal Process. 9 https://doi.org/10.1109/78.622942 db/journals/tsp/tsp45.html#TranN97

Trac D. Tran Robert J. Safranek A locally adaptive perceptual masking threshold model for image coding. 1882-1885 1996 ICASSP https://doi.org/10.1109/ICASSP.1996.544817 https://doi.ieeecomputersociety.org/10.1109/ICASSP.1996.544817 conf/icassp/1996 db/conf/icassp/icassp1996.html#TranS96 Adeel Abbas Kevin Amaratunga Ashish Arora Bulent Ayhan Jie Bang Amitabh Basu Muyinatu A. Lediju Bell Bryan T. Bosworth Bence Budavari Minh N. Bui Van Bui-Tran Aaron Carass Mingqing Chen Yi Chen 0014 Ying-Jui Chen Jian Cheng 0003 Yu M. Chi Sang H. Chin Sang (Peter) ChinSang Peter ChinSang Chin 0001Peter Chin 0001 Michael Ching Bryan Chou Dorin Comaniciu Wei Dai Minh DaoMinh D. Dao Thong T. Do Petros Drineas Kerron Duncan Laurent DuvalLaurent C. Duval Adam Echavarren Iman A. El-Shehaby Mounya Elhilali Ralph Etienne-Cummings Xiaodong Fan Zhigang Fan 0001 Mark A. Foster Lu Gan 0002 Tejaswini GanapathiTejaswini Ganapathy Sachin Gangaputra Jeffrey Glaister Sasa Grbic David Gribben Gregory D. Hager Shuo Han 0001 Peter N. Heller Mika Helsingius Hynek Hermansky Eric T. Hoke Steven Hsiao Qiangui Huang Shuai Huang Masaaki Ikehara Dhananjaya Jayasundara Yang Jiao Sonia Joy Vikrant Kasarabada Sanjeev Khudanpur Kazuhito Koishida Jeffrey Korn Abhishek Kumar Chiman Kwan Jude Larkin Baoxin Li Jiang Li 0001 Shipeng Li 0001 X. Li Xin Li 0005 Jie Liang 0001 Fengsheng Lin Chang Liu David Liu 0001 Lijie Liu Luoluo Liu Siwei Liu 0004 Xilin Liu 0004 Ariel Lubonja Timothy H. Lucas Kai-Kuang Ma Dimitris N. Metaxas Srinjoy Mitra Vishal Monga Hojjat Seyed Mousavi Anirbit Mukherjee Arun Asokan Nair Nasser M. Nasrabadi Sridhar Krishna Nemala Dzung T. Nguyen Lam H. Nguyen Nam H. Nguyen Nam P. Nguyen T. Nguyen Truong Q. Nguyen Yi Niu Soontorn Oraintara Garrick Orchard Jin Hyeong Park Vishal M. Patel Dzung L. Pham Dzung T. Phan Christoph Posch Sebastian Kazmarek Præsius Jerry L. Prince Hairong Qi 0001 Deqiang Qiu Qing Qu 0001 Ricardo L. de Queiroz Harry Quon Sudarshan Rajagopalan Yasiru Ranasinghe Akshay Rangamani John M. Rattray Austin Reiter Samuel RemediosSamuel W. Remedios Andrew G. Richardson Robert J. Safranek Carlos Salazar-Lazaro Upul Samarawickrama Eric Shang Guobin Shen Guangming Shi Gunnar A. Sigurdsson Erdogan Simsek Garimella S. V. S. Sivaram Jan Van der Spiegel Umamahesh Srinivas Jasper R. Stroud Guoqian Sun Xiaoxia Sun Yuanming Suo Chetan Singh Thakur Chao Tian 0002 Ye Tian Dung N. Tran Duyet N. Tran Chengjie Tu Balakrishnan Varadarajan Peter G. Vouras Feng Wang 0015 Xiao Wang 0028 Xiang Xiang 0001 Xiaohui Xie Tao Xiong Daguang Xu Roger Xu Zhoubing Xu Yuan Xue 0002 Shengyi Yan Dong Yang 0005 Jonathan Yang Zhen Yang 0002 Refet Firat Yazicioglu Alan L. Yuille Jack Zhang Jie Zhang 0063 Milin Zhang 0001 Ya-Qin Zhang Chen Zhao Shaohua Kevin Zhou Hao Zhu Hongjie Zhu Wentao Zhu 0001