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Trac Duy Tran
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- affiliation: Johns Hopkins University, Baltimore, Department of Electrical and Computer Engineering
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Journal Articles
- 2022
[j62]Shuai Huang
, Deqiang Qiu, Trac D. Tran:
Approximate Message Passing With Parameter Estimation for Heavily Quantized Measurements. IEEE Trans. Signal Process. 70: 2062-2077 (2022)- 2021
- [j61]Sonia Joy, Lam H. Nguyen, Trac D. Tran:
Joint Down-Range and Cross-Range RFI Suppression in Ultra-Wideband SAR. IEEE Trans. Geosci. Remote. Sens. 59(4): 3136-3149 (2021) - 2020
- [j60]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. J. Imaging 6(6): 40 (2020) - [j59]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. Signal Image Video Process. 14(3): 583-591 (2020) - [j58]Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran:
Supervised Deep Sparse Coding Networks for Image Classification. IEEE Trans. Image Process. 29: 405-418 (2020) - 2019
- [j57]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. Comput. 8(2): 32 (2019) - [j56]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. Sensors 19(17): 3702 (2019) - [j55]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. Signal Image Video Process. 13(8): 1629-1637 (2019) - [j54]Shuai Huang, Trac D. Tran:
Sparse Signal Recovery via Generalized Entropy Functions Minimization. IEEE Trans. Signal Process. 67(5): 1322-1337 (2019) - 2018
- [j53]Xiang Xiang, Trac D. Tran:
Linear Disentangled Representation Learning for Facial Actions. IEEE Trans. Circuits Syst. Video Technol. 28(12): 3539-3544 (2018) - 2016
- [j52]Chiman Kwan, Hairong Qi, Trac D. Tran:
Recent Advances in Remote Spectral Sensing. J. Sensors 2016: 6125729:1-6125729:2 (2016) - [j51]Lam H. Nguyen, Trac D. Tran:
Efficient and Robust RFI Extraction Via Sparse Recovery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(6): 2104-2117 (2016) - [j50]Xilin Liu, Milin Zhang, 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. IEEE Trans. Biomed. Circuits Syst. 10(4): 874-883 (2016) - [j49]Hongjie Zhu, Milin Zhang, Yuanming Suo, Trac D. Tran, Jan Van der Spiegel:
Design of a Digital Address-Event Triggered Compressive Acquisition Image Sensor. IEEE Trans. Circuits Syst. I Regul. Pap. 63-I(2): 191-199 (2016) - [j48]Jie Zhang, 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. IEEE Trans. Circuits Syst. I Regul. Pap. 63-I(5): 599-608 (2016) - [j47]Minh Dao, Nam H. Nguyen, Nasser M. Nasrabadi, Trac D. Tran:
Collaborative Multi-Sensor Classification Via Sparsity-Based Representation. IEEE Trans. Signal Process. 64(9): 2400-2415 (2016) - 2015
- [j46]Qing Qu, Nasser M. Nasrabadi, Trac D. Tran:
Subspace Vertex Pursuit: A Fast and Robust Near-Separable Nonnegative Matrix Factorization Method for Hyperspectral Unmixing. IEEE J. Sel. Top. Signal Process. 9(6): 1142-1155 (2015) - [j45]Hojjat Seyed Mousavi, Vishal Monga, Trac D. Tran:
Iterative Convex Refinement for Sparse Recovery. IEEE Signal Process. Lett. 22(11): 1903-1907 (2015) - [j44]Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran:
Task-Driven Dictionary Learning for Hyperspectral Image Classification With Structured Sparsity Constraints. IEEE Trans. Geosci. Remote. Sens. 53(8): 4457-4471 (2015) - [j43]Umamahesh Srinivas, Yuanming Suo, Minh Dao, Vishal Monga, Trac D. Tran:
Structured Sparse Priors for Image Classification. IEEE Trans. Image Process. 24(6): 1763-1776 (2015) - 2014
- [j42]Xiaoxia Sun, Qing Qu, Nasser M. Nasrabadi, Trac D. Tran:
Structured Priors for Sparse-Representation-Based Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 11(7): 1235-1239 (2014) - [j41]Lam H. Nguyen, Trac D. Tran, Thong T. Do:
Sparse models and sparse recovery for ultra-wideband SAR applications. IEEE Trans. Aerosp. Electron. Syst. 50(2): 940-958 (2014) - [j40]Jie Zhang, 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. IEEE Trans. Biomed. Circuits Syst. 8(4): 485-496 (2014) - [j39]Yuanming Suo, Jie Zhang, Tao Xiong, Sang Peter Chin, Ralph Etienne-Cummings, Trac D. Tran:
Energy-Efficient Multi-Mode Compressed Sensing System for Implantable Neural Recordings. IEEE Trans. Biomed. Circuits Syst. 8(5): 648-659 (2014) - [j38]Qing Qu, Nasser M. Nasrabadi, Trac D. Tran:
Abundance Estimation for Bilinear Mixture Models via Joint Sparse and Low-Rank Representation. IEEE Trans. Geosci. Remote. Sens. 52(7): 4404-4423 (2014) - [j37]Peter G. Vouras, Trac D. Tran:
Robust Transmit Nulling in Wideband Arrays. IEEE Trans. Signal Process. 62(14): 3706-3719 (2014) - 2013
- [j36]Umamahesh Srinivas, Yi Chen, Vishal Monga, Nasser M. Nasrabadi, Trac D. Tran:
Exploiting Sparsity in Hyperspectral Image Classification via Graphical Models. IEEE Geosci. Remote. Sens. Lett. 10(3): 505-509 (2013) - [j35]Yi Chen, Nasser M. Nasrabadi, Trac D. Tran:
Hyperspectral Image Classification via Kernel Sparse Representation. IEEE Trans. Geosci. Remote. Sens. 51(1): 217-231 (2013) - [j34]Nam H. Nguyen, Trac D. Tran:
Exact Recoverability From Dense Corrupted Observations via ℓ1-Minimization. IEEE Trans. Inf. Theory 59(4): 2017-2035 (2013) - [j33]Nam H. Nguyen, Trac D. Tran:
Robust Lasso With Missing and Grossly Corrupted Observations. IEEE Trans. Inf. Theory 59(4): 2036-2058 (2013) - 2012
- [j32]Garrick Orchard, Jie Zhang, Yuanming Suo, Minh Dao, Dzung T. Nguyen, Sang Chin, Christoph Posch, Trac D. Tran, Ralph Etienne-Cummings:
Real Time Compressive Sensing Video Reconstruction in Hardware. IEEE J. Emerg. Sel. Topics Circuits Syst. 2(3): 604-615 (2012) - [j31]Thong T. Do, Lu Gan, Nam H. Nguyen, Trac D. Tran:
Fast and Efficient Compressive Sensing Using Structurally Random Matrices. IEEE Trans. Signal Process. 60(1): 139-154 (2012) - 2011
- [j30]Yi Chen, Nasser M. Nasrabadi, Trac D. Tran:
Sparse Representation for Target Detection in Hyperspectral Imagery. IEEE J. Sel. Top. Signal Process. 5(3): 629-640 (2011) - [j29]Yi Chen, Nasser M. Nasrabadi, Trac D. Tran:
Simultaneous Joint Sparsity Model for Target Detection in Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 8(4): 676-680 (2011) - [j28]Balakrishnan Varadarajan, Sanjeev Khudanpur, Trac D. Tran:
Stepwise Optimal Subspace Pursuit for Improving Sparse Recovery. IEEE Signal Process. Lett. 18(1): 27-30 (2011) - [j27]Yi Chen, Nasser M. Nasrabadi, Trac D. Tran:
Hyperspectral Image Classification Using Dictionary-Based Sparse Representation. IEEE Trans. Geosci. Remote. Sens. 49(10): 3973-3985 (2011) - 2009
- [j26]Guoqian Sun, Upul Samarawickrama, Jie Liang, Chao Tian, Chengjie Tu, Trac D. Tran:
Multiple Description Coding With Prediction Compensation. IEEE Trans. Image Process. 18(5): 1037-1047 (2009) - 2008
- [j25]Adeel Abbas, Trac D. Tran:
Rational Coefficient Dual-Tree Complex Wavelet Transform: Design andImplementation. IEEE Trans. Signal Process. 56(8-1): 3523-3534 (2008) - 2007
- [j24]Carlos Salazar-Lazaro, Trac D. Tran:
A Complexity Scalable Universal DCT Domain Image Resizing Algorithm. IEEE Trans. Circuits Syst. Video Technol. 17(4): 495-499 (2007) - [j23]Lu Gan, Chengjie Tu, Jie Liang, Trac D. Tran, Kai-Kuang Ma:
Undersampled Boundary Pre-/Postfilters for Low Bit-Rate DCT-Based Block Coders. IEEE Trans. Image Process. 16(2): 428-441 (2007) - [j22]Jie Liang, Chengjie Tu, Lu Gan, Trac D. Tran, Kai-Kuang Ma:
Wiener Filter-Based Error Resilient Time-Domain Lapped Transform. IEEE Trans. Image Process. 16(2): 491-502 (2007) - 2006
- [j21]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. EURASIP J. Adv. Signal Process. 2006 (2006) - [j20]Chengjie Tu, Trac D. Tran, Jie Liang:
Error resilient pre/post-filtering for DCT-based block coding systems. IEEE Trans. Image Process. 15(1): 30-39 (2006) - 2005
- [j19]Jie Liang, Chengjie Tu, Trac D. Tran:
Optimal block boundary pre/postfiltering for wavelet-based image and video compression. IEEE Trans. Image Process. 14(12): 2151-2158 (2005) - 2003
- [j18]Chengjie Tu, Jie Liang, Trac D. Tran:
Adaptive runlength coding. IEEE Signal Process. Lett. 10(3): 61-64 (2003) - [j17]Trac D. Tran, Jie Liang, Chengjie Tu:
Lapped transform via time-domain pre- and post-filtering. IEEE Trans. Signal Process. 51(6): 1557-1571 (2003) - [j16]Jie Liang, Trac D. Tran, Ricardo L. de Queiroz:
DCT-based general structure for linear-phase paraunitary filterbanks. IEEE Trans. Signal Process. 51(6): 1572-1580 (2003) - [j15]Wei Dai, Trac D. Tran:
Regularity-constrained pre- and post-filtering for block DCT-based systems. IEEE Trans. Signal Process. 51(10): 2568-2581 (2003) - [j14]Soontorn Oraintara, Trac D. Tran, Truong Q. Nguyen:
A class of regular biorthogonal linear-phase filterbanks: theory, structure, and application in image coding. IEEE Trans. Signal Process. 51(12): 3220-3235 (2003) - 2002
- [j13]Lu Gan, 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. IEEE Signal Process. Lett. 9(4): 133-136 (2002) - [j12]Ying-Jui Chen, Soontorn Oraintara, Trac D. Tran, Kevin Amaratunga, Truong Q. Nguyen:
Multiplierless approximation of transforms with adder constraint. IEEE Signal Process. Lett. 9(11): 344-347 (2002) - [j11]Chengjie Tu, Trac D. Tran:
Context-based entropy coding of block transform coefficients for image compression. IEEE Trans. Image Process. 11(11): 1271-1283 (2002) - [j10]Masaaki Ikehara, Trac D. Tran, Truong Q. Nguyen:
A family of lapped regular transforms with integer coefficients. IEEE Trans. Signal Process. 50(4): 834-841 (2002) - 2001
- [j9]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. IEEE Trans. Signal Process. 49(11): 2659-2672 (2001) - [j8]Jie Liang, Trac D. Tran:
Fast multiplierless approximations of the DCT with the lifting scheme. IEEE Trans. Signal Process. 49(12): 3032-3044 (2001) - 2000
- [j7]Trac D. Tran:
The binDCT: fast multiplierless approximation of the DCT. IEEE Signal Process. Lett. 7(6): 141-144 (2000) - [j6]Trac D. Tran:
The LiftLT: fast-lapped transforms via lifting steps. IEEE Signal Process. Lett. 7(6): 145-148 (2000) - [j5]Ricardo L. de Queiroz, Zhigang Fan, Trac D. Tran:
Optimizing block-thresholding segmentation for multilayer compression of compound images. IEEE Trans. Image Process. 9(9): 1461-1471 (2000) - [j4]Trac D. Tran, Ricardo L. de Queiroz, Truong Q. Nguyen:
Linear-phase perfect reconstruction filter bank: lattice structure, design, and application in image coding. IEEE Trans. Signal Process. 48(1): 133-147 (2000) - 1999
- [j3]Trac D. Tran, Truong Q. Nguyen:
A progressive transmission image coder using linear phase uniform filterbanks as block transforms. IEEE Trans. Image Process. 8(11): 1493-1507 (1999) - [j2]Trac D. Tran, Masaaki Ikehara, Truong Q. Nguyen:
Linear phase paraunitary filter bank with filters of different lengths and its application in image compression. IEEE Trans. Signal Process. 47(10): 2730-2744 (1999) - 1997
- [j1]Trac Duy Tran, Truong Q. Nguyen:
On M-channel linear phase FIR filter banks and application in image compression. IEEE Trans. Signal Process. 45(9): 2175-2187 (1997)
Conference and Workshop Papers
- 2023
- [c154]Minh N. Bui, Dung N. Tran, Kazuhito Koishida, Trac D. Tran, Peter Chin:
Improving Low-Latency Mono-Channel Speech Enhancement by Compensation Windows in STFT Analysis. COMPLEX NETWORKS (1) 2023: 363-373 - 2022
- [c153]Samuel W. Remedios, Shuo Han, Yuan Xue, Aaron Carass, Trac D. Tran, Dzung L. Pham, Jerry L. Prince:
Deep Filter Bank Regression for Super-Resolution of Anisotropic MR Brain Images. MICCAI (6) 2022: 613-622 - 2021
- [c152]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. CVPR 2021: 5538-5547 - [c151]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. ICASSP 2021: 1680-1684 - [c150]Shuai Huang, Deqiang Qiu, Trac D. Tran:
Bayesian Massive MIMO Channel Estimation with Parameter Estimation Using Low-Resolution ADCs. ICASSP 2021: 4830-4834 - [c149]Yang Jiao, Guangming Shi, Trac D. Tran:
Optical Flow Estimation Via Motion Feature Recovery. ICIP 2021: 2558-2562 - 2019
- [c148]Lam H. Nguyen, Trac D. Tran:
Deep CNN for Extraction of Sidelobes from SAR Imagery in Spectrally Restricted Environment. ACSSC 2019: 2044-2047 - [c147]Luoluo Liu, Sang Peter Chin, Trac D. Tran:
Reducing Sampling Ratios and Increasing Number of Estimates Improve Bagging in Sparse Regression. CISS 2019: 1-5 - [c146]Arun Asokan Nair, Trac D. Tran, Austin Reiter, Muyinatu A. Lediju Bell:
A Generative Adversarial Neural Network for Beamforming Ultrasound Images Invited Presentation. CISS 2019: 1-6 - [c145]Luoluo Liu, Sang Peter Chin, Trac D. Tran:
JOBS: Joint-Sparse Optimization from Bootstrap Samples. ISIT 2019: 2689-2693 - [c144]Chiman Kwan, David Gribben, Trac D. Tran:
Multiple Human Objects Tracking and Classification Directly in Compressive Measurement Domain for Long Range Infrared Videos. UEMCON 2019: 469-475 - [c143]Chiman Kwan, David Gribben, Trac D. Tran:
Tracking and Classification of Multiple Human Objects Directly in Compressive Measurement Domain for Low Quality Optical Videos. UEMCON 2019: 488-494 - 2018
- [c142]Arun Asokan Nair, Luoluo Liu, Akshay Rangamani, Peter Chin, Muyinatu A. Lediju Bell, Trac D. Tran:
Reconstruction-Free Deep Convolutional Neural Networks for Partially Observed Images. GlobalSIP 2018: 400-404 - [c141]Sang (Peter) Chin, Trac D. Tran, Dung N. Tran, Akshay Rangamani:
A Greedy Pursuit Algorithm for Separating Signals from Nonlinear Compressive Observations. ICASSP 2018: 2171-2175 - [c140]Arun Asokan Nair, Trac D. Tran, Austin Reiter, Muyinatu A. Lediju Bell:
A Deep Learning Based Alternative to Beamforming Ultrasound Images. ICASSP 2018: 3359-3363 - [c139]Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran:
Supervised Deep Sparse Coding Networks. ICIP 2018: 346-350 - [c138]Xiang Xiang, Ye Tian, Austin Reiter, Gregory D. Hager, Trac D. Tran:
S3D: Stacking Segmental P3D for Action Quality Assessment. ICIP 2018: 928-932 - [c137]Lam H. Nguyen, Trac D. Tran:
Recovery of UWB Radar Signals in Spectrally Restricted Environments. ICIP 2018: 1098-1102 - [c136]Chiman Kwan, Eric Shang, Trac D. Tran:
Perceptually Lossless Image Compression with Error Recovery. ICVISP 2018: 16:1-16:5 - [c135]Chiman Kwan, Eric Shang, Trac D. Tran:
Perceptually Lossless Video Compression with Error Concealment. ICVISP 2018: 19:1-19:5 - [c134]Wentao Zhu, Xiang Xiang, Trac D. Tran, Gregory D. Hager, Xiaohui Xie:
Adversarial deep structured nets for mass segmentation from mammograms. ISBI 2018: 847-850 - [c133]Xiao Wang, Jie Zhang, Tao Xiong, Trac Duy Tran, Sang Peter Chin, Ralph Etienne-Cummings:
Using Deep Learning to Extract Scenery Information in Real Time Spatiotemporal Compressed Sensing. ISCAS 2018: 1-4 - [c132]Akshay Rangamani, Anirbit Mukherjee, Amitabh Basu, Ashish Arora, Tejaswini Ganapathi, Sang (Peter) Chin, Trac D. Tran:
Sparse Coding and Autoencoders. ISIT 2018: 36-40 - [c131]Chiman Kwan, Bryan Chou, Adam Echavarren, Bence Budavari, Jiang Li, Trac D. Tran:
Compressive Vehicle Tracking Using Deep Learning. UEMCON 2018: 51-56 - 2017
- [c130]Xiang Xiang, Dung N. Tran, Trac D. Tran:
Sparse Unsupervised Clustering with Mixture Observations for Video Summarization. AIPR 2017: 1-2 - [c129]Dung N. Tran, Sang Peter Chin, Trac D. Tran:
A provable nonconvex model for factoring nonnegative matrices. ICASSP 2017: 2262-2266 - [c128]Lam H. Nguyen, Trac D. Tran:
A comprehensive performance comparison of RFI mitigation techniques for UWB radar signals. ICASSP 2017: 3086-3090 - [c127]Shuai Huang, Trac D. Tran:
Sparse signal recovery using generalized approximate message passing with built-in parameter estimation. ICASSP 2017: 4321-4325 - [c126]Feng Wang, Xiang Xiang, Chang Liu, Trac D. Tran, Austin Reiter, Gregory D. Hager, Harry Quon, Jian Cheng, Alan L. Yuille:
Regularizing face verification nets for pain intensity regression. ICIP 2017: 1087-1091 - [c125]Hao Zhu, Feng Wang, Xiang Xiang, Trac D. Tran:
Supervised hashing with jointly learning embedding and quantization. ICIP 2017: 3715-3719 - [c124]Dong Yang, Tao Xiong, Daguang Xu, Qiangui Huang, David Liu, 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. IPMI 2017: 633-644 - [c123]Tao Xiong, Jie Zhang, 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. ISCAS 2017: 1 - [c122]Dong Yang, 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. MICCAI (3) 2017: 498-506 - [c121]Tao Xiong, John M. Rattray, Jie Zhang, Chetan Singh Thakur, Sang Peter Chin, Trac D. Tran, Ralph Etienne-Cummings:
Spatiotemporal compressed sensing for video compression. MWSCAS 2017: 289-292 - 2016
- [c120]Dung N. Tran, Luoluo Liu, Trac D. Tran, Sang (Peter) Chin, Jeffrey Korn, Eric T. Hoke:
Compressive coding via random replicate mirror. GlobalSIP 2016: 148-152 - [c119]Minh Dao, Chiman Kwan, Bulent Ayhan, Trac D. Tran:
Bum scar detection using cloudy MODIS images via low-rank and sparsity-based models. GlobalSIP 2016: 177-181 - [c118]Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran:
Invariant hierarchical sparse coding for object recognition via bags of atoms. GlobalSIP 2016: 212-216 - [c117]Luoluo Liu, Trac D. Tran, Sang (Peter) Chin:
Partial face recognition: A sparse representation-based approach. ICASSP 2016: 2389-2393 - [c116]Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran:
Sparse coding with fast image alignment via large displacement optical flow. ICASSP 2016: 2404-2408 - [c115]Dung N. Tran, Shuai Huang, Sang Peter Chin, Trac D. Tran:
Low-rank matrices recovery via entropy function. ICASSP 2016: 4064-4068 - [c114]Shuai Huang, Trac D. Tran:
Dimensionality reduction for image classification via mutual information maximization. ICIP 2016: 509-513 - [c113]Shuai Huang, Dung N. Tran, Trac D. Tran:
Sparse signal recovery based on nonconvex entropy minimization. ICIP 2016: 3867-3871 - [c112]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. Medical Imaging: Image Processing 2016: 97843H - [c111]Xiang Xiang, Trac D. Tran:
Recursively Measured Action Units. MPRSS 2016: 153-159 - [c110]Xiang Xiang, Trac D. Tran:
Pose-Selective Max Pooling for Measuring Similarity. VAAM/FFER@ICPR 2016: 113-126 - 2015
- [c109]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. ASONAM 2015: 349-356 - [c108]Tao Xiong, Jie Zhang, Sang Chin, Trac D. Tran, Ralph Etienne-Cummings:
Compressed sensing block-wise exposure control algorithm using optical flow estimation. BioCAS 2015: 1-4 - [c107]Jie Zhang, Yuanming Suo, Chen Zhao, Trac D. Tran, Ralph Etienne-Cummings:
CMOS implementation of pixel-wise coded exposure imaging for insect-based sensor node. BioCAS 2015: 1-4 - [c106]Bryan T. Bosworth, Jasper R. Stroud, Dung N. Tran, Trac D. Tran, Sang Chin, Mark A. Foster:
High-speed compressed sensing measurement using spectrally-encoded ultrafast laser pulses. CISS 2015: 1-4 - [c105]Dung N. Tran, Tao Xiong, Sang Peter Chin, Trac D. Tran:
Nonnegative matrix factorization with gradient vertex pursuit. ICASSP 2015: 2125-2129 - [c104]Minh Dao, Nasser M. Nasrabadi, Trac D. Tran:
Multi-sensor classification via sparsity-based representation with low-rank interference. ICASSP 2015: 2409-2413 - [c103]Xiang Xiang, Minh Dao, Gregory D. Hager, Trac D. Tran:
Hierarchical Sparse and Collaborative Low-Rank representation for emotion recognition. ICASSP 2015: 3811-3815 - [c102]Dung N. Tran, Duyet N. Tran, Sang Peter Chin, Trac D. Tran:
Local sensing with global recovery. ICIP 2015: 4313-4316 - [c101]Lam H. Nguyen, Trac D. Tran:
Estimation and extraction of radio-frequency interference from ultra-wideband radar signals. IGARSS 2015: 2848-2851 - [c100]Tao Xiong, Jie Zhang, Yuanming Suo, Dung N. Tran, Ralph Etienne-Cummings, Sang Chin, Trac D. Tran:
An unsupervised dictionary learning algorithm for neural recordings. ISCAS 2015: 1010-1013 - [c99]Gunnar A. Sigurdsson, Zhen Yang, Trac D. Tran, Jerry L. Prince:
Interpretable exemplar-based shape classification using constrained sparse linear models. Medical Imaging: Image Processing 2015: 94130R - 2014
- [c98]Minh Dao, Yuanming Suo, Sang (Peter) Chin, Trac D. Tran:
Structured sparse representation with low-rank interference. ACSSC 2014: 106-110 - [c97]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. ACSSC 2014: 864-868 - [c96]Tao Xiong, Yuanming Suo, Jie Zhang, Siwei Liu, Ralph Etienne-Cummings, Sang Chin, Trac D. Tran:
A dictionary learning algorithm for multi-channel neural recordings. BioCAS 2014: 9-12 - [c95]Jie Zhang, 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. BioCAS 2014: 170 - [c94]Qing Qu, Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran:
Subspace vertex pursuit for separable non-negative matrix factorization in hyperspectral unmixing. ICASSP 2014: 8115-8119 - [c93]Sonia Joy, Lam H. Nguyen, Trac D. Tran:
Robust joint down- and cross-range sparse recovery of raw ultra-wideband SAR data. ICIP 2014: 101-105 - [c92]Lam H. Nguyen, Minh D. Dao, Trac D. Tran:
Radio-frequency interference separation and suppression from ultrawideband radar data via low-rank modeling. ICIP 2014: 116-120 - [c91]Yuanming Suo, Minh Dao, Trac D. Tran, Hojjat Seyed Mousavi, Umamahesh Srinivas, Vishal Monga:
Group structured dirty dictionary learning for classification. ICIP 2014: 150-154 - [c90]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. ICIP 2014: 4236-4240 - [c89]Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran:
Task-driven dictionary learning for hyperspectral image classification with structured sparsity priors. ICIP 2014: 5262-5266 - 2013
- [c88]Vishal Monga, Trac D. Tran:
Discriminative sparse representations with applications. ACC 2013: 2280-2282 - [c87]Yuanming Suo, Jie Zhang, Ralph Etienne-Cummings, Trac D. Tran, Sang Chin:
Energy-efficient two-stage Compressed Sensing method for implantable neural recordings. BioCAS 2013: 150-153 - [c86]Minh Dao, Yuanming Suo, Sang Chin, Trac D. Tran:
Video frame interpolation via weighted robust principal component analysis. ICASSP 2013: 1404-1408 - [c85]Qing Qu, Nasser M. Nasrabadi, Trac D. Tran:
Hyperspectral abundance estimation for the generalized bilinear model with joint sparsity constraint. ICASSP 2013: 2129-2133 - [c84]Yuanming Suo, Minh Dao, Trac D. Tran, Umamahesh Srinivas, Vishal Monga:
Hierarchical sparse modeling using Spike and Slab priors. ICASSP 2013: 3103-3107 - [c83]Minh Dao, Lam H. Nguyen, Trac D. Tran:
Temporal rate up-conversion of synthetic aperture radar via low-rank matrix recovery. ICIP 2013: 2358-2362 - [c82]Umamahesh Srinivas, Yuanming Suo, Minh Dao, Vishal Monga, Trac D. Tran:
Structured sparse priors for image classification. ICIP 2013: 3211-3215 - [c81]Jie Zhang, 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. ISCAS 2013: 1520-1523 - [c80]Qing Qu, Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran:
Low rank representation for bilinear abundance estimation problem. WHISPERS 2013: 1-4 - 2012
- [c79]Nam H. Nguyen, Nasser M. Nasrabadi, Trac D. Tran:
Multi-sensor joint kernel sparse representation for personnel detection. EUSIPCO 2012: 739-743 - [c78]Umamahesh Srinivas, Yi Chen, Vishal Monga, Nasser M. Nasrabadi, Trac D. Tran:
Discriminative graphical models for sparsity-based hyperspectral target detection. IGARSS 2012: 1489-1492 - [c77]Lam H. Nguyen, Trac D. Tran:
Robust and adaptive extraction of RFI signals from ultra-wideband radar data. IGARSS 2012: 7137-7140 - [c76]Yi Chen, Nasser M. Nasrabadi, Trac D. Tran:
Kernel sparse representation for hyperspectral target detection. IGARSS 2012: 7484-7487 - [c75]Minh Dao, Dzung T. Nguyen, Trac D. Tran, Sang Chin:
Chemical plume detection in hyperspectral imagery via joint sparse representation. MILCOM 2012: 1-5 - [c74]Yi Chen, Nasser M. Nasrabadi, Trac D. Tran:
Discriminative dictionary design using LVQ for hyperspectral image classification. WHISPERS 2012: 1-4 - 2011
- [c73]Umamahesh Srinivas, Vishal Monga, Yi Chen, Trac D. Tran:
Sparsity-based face recognition using discriminative graphical models. ACSCC 2011: 1204-1208 - [c72]Nam H. Nguyen, Nasser M. Nasrabadi, Trac D. Tran:
Robust multi-sensor classification via joint sparse representation. FUSION 2011: 1-8 - [c71]Dzung T. Nguyen, Minh Dao, Trac D. Tran:
Video error concealment using sparse recovery and local dictionaries. ICASSP 2011: 1125-1128 - [c70]Yi Chen, Nasser M. Nasrabadi, Trac D. Tran:
Hyperspectral image classification via kernel sparse representation. ICIP 2011: 1233-1236 - [c69]Dzung T. Nguyen, Minh Dao, Trac D. Tran:
Error concealment via 3-mode tensor approximation. ICIP 2011: 2081-2084 - [c68]Lam H. Nguyen, Trac D. Tran:
Robust recovery of synthetic aperture radar data from uniformly under-sampled measurements. IGARSS 2011: 3554-3557 - [c67]Nam H. Nguyen, Nasser M. Nasrabadi, Trac D. Tran:
Robust Lasso with missing and grossly corrupted observations. NIPS 2011: 1881-1889 - [c66]Yi Chen, Nasser M. Nasrabadi, Trac D. Tran:
Random projection as dimensionality reduction and its effect on classical target recognition and anomaly detection techniques. WHISPERS 2011: 1-4 - 2010
- [c65]Lam H. Nguyen, Trac D. Tran:
A sparsity-driven joint image registration and change detection technique for SAR imagery. ICASSP 2010: 2798-2801 - [c64]Garimella S. V. S. Sivaram, Sridhar Krishna Nemala, Mounya Elhilali, Trac D. Tran, Hynek Hermansky:
Sparse coding for speech recognition. ICASSP 2010: 4346-4349 - [c63]Yi Chen, Thong T. Do, Trac D. Tran:
Robust face recognition using locally adaptive sparse representation. ICIP 2010: 1657-1660 - [c62]Lu Gan, Thong T. Do, Trac D. Tran:
Fast dimension reduction through random permutation. ICIP 2010: 3353-3356 - [c61]Yi Chen, Nasser M. Nasrabadi, Trac D. Tran:
Sparsity-based classification of hyperspectral imagery. IGARSS 2010: 2796-2799 - [c60]Yi Chen, Nasser M. Nasrabadi, Trac D. Tran:
Classification for hyperspectral imagery based on sparse representation. WHISPERS 2010: 1-4 - 2009
- [c59]Thong T. Do, Yi Chen, Dzung T. Nguyen, Nam P. Nguyen, Lu Gan, Trac D. Tran:
Distributed Compressed Video Sensing. CISS 2009: 1-2 - [c58]Peter G. Vouras, Trac D. Tran:
Design of pointwise-in-frequency paraunitary filter banks. CISS 2009: 358-362 - [c57]Thong T. Do, Lu Gan, Yi Chen, Nam P. Nguyen, Trac D. Tran:
Fast and efficient dimensionality reduction using Structurally Random Matrices. ICASSP 2009: 1821-1824 - [c56]Peter G. Vouras, Trac D. Tran, Michael Ching:
Rational canonical form of polyphase matrices with applications to designing paraunitary filter banks. ICASSP 2009: 3221-3224 - [c55]Thong T. Do, Yi Chen, Nam H. Nguyen, Lu Gan, Trac D. Tran:
A fast and efficient heuristic nuclear-norm algorithm for affine rank minimization. ICASSP 2009: 3393-3396 - [c54]Nam P. Nguyen, Thong T. Do, Yi Chen, Trac D. Tran:
A fast and efficient algorithm for low rank matrix recovery from incomplete observations. ICASSP 2009: 3405-3408 - [c53]Thong T. Do, Yi Chen, Dzung T. Nguyen, Nam P. Nguyen, Lu Gan, Trac D. Tran:
Distributed compressed video sensing. ICIP 2009: 1393-1396 - [c52]Iman A. El-Shehaby, Trac D. Tran:
Implementation and application of local computation of wavelet coefficients in the dual-tree complex wavelets. ICIP 2009: 3885-3888 - [c51]Thong T. Do, Yi Chen, Dzung T. Nguyen, Nam P. Nguyen, Lu Gan, Trac D. Tran:
Robust video transmission using Layered Compressed Sensing. MMSP 2009: 1-4 - [c50]Nam H. Nguyen, Thong T. Do, Trac D. Tran:
A fast and efficient algorithm for low-rank approximation of a matrix. STOC 2009: 215-224 - 2008
- [c49]Thong T. Do, Lu Gan, Nam H. Nguyen, Trac D. Tran:
Sparsity adaptive matching pursuit algorithm for practical compressed sensing. ACSCC 2008: 581-587 - [c48]Peter G. Vouras, Trac D. Tran:
Factorization of paraunitary polyphase matrices using subspace projections. ACSCC 2008: 602-605 - [c47]Lu Gan, Thong T. Do, Trac D. Tran:
Fast compressive imaging using scrambled block Hadamard ensemble. EUSIPCO 2008: 1-5 - [c46]Thong T. Do, Trac D. Tran, Lu Gan:
Fast compressive sampling with structurally random matrices. ICASSP 2008: 3369-3372 - [c45]Lijie Liu, Lu Gan, Trac D. Tran:
Lifting-based Laplacian Pyramid reconstruction schemes. ICIP 2008: 2812-2815 - [c44]Iman A. El-Shehaby, Trac D. Tran:
Local computation and estimation of wavelet coefficients in the dual-tree complex wavelet transform. ISCAS 2008: 2877-2880 - 2007
- [c43]Lijie Liu, Lu Gan, Trac D. Tran:
General Reconstruction of Laplacian Pyramid and its Dual Frame Solutions. CISS 2007: 514-517 - [c42]Lijie Liu, Trac D. Tran:
Rate-Distortion Analysis of Multiplierless Lifting-based IDCT Approximations. CISS 2007: 720-725 - [c41]Peter G. Vouras, Trac D. Tran:
Discrete-Time Dithering Technique for Designing Time-Varying Signal Adapted Filter Banks. CISS 2007: 838-843 - [c40]Yu M. Chi, Trac D. Tran, Ralph Etienne-Cummings:
Optical Flow Approximation of Sub-Pixel Accurate Block Matching for Video Coding. ICASSP (1) 2007: 1017-1020 - [c39]Lijie Liu, Trac D. Tran:
An 8×8 IEEE-Compliant Lifting-Based Multiplierless IDCT Structure and Algorithm. ICASSP (1) 2007: 1113-1116 - [c38]Peter G. Vouras, Trac D. Tran:
Paraunitary Filter Bank Design using Derivative Constraints. ICASSP (3) 2007: 1453-1456 - [c37]Guoqian Sun, Upul Samarawickrama, Jie Liang, Chengjie Tu, Trac D. Tran:
Multiple Description Image Codingwith Prediction Compensation. ICIP (6) 2007: 513-516 - 2006
- [c36]Peter G. Vouras, Trac D. Tran:
Design of FIR Paraunitary Approximations to Principal Component Filter Banks. CISS 2006: 1372-1377 - [c35]Jie Liang, Xin Li, Guoqian Sun, Trac D. Tran:
Two-Dimensional Wiener Filters for Error Resilient Time Domain Lapped Transform. ICASSP (3) 2006: 241-244 - [c34]Carlos Salazar-Lazaro, Trac D. Tran:
A More Efficient and Video Friendly Spatial Resizing Algorithm. ICIP 2006: 877-880 - [c33]Adeel Abbas, Trac D. Tran:
Multiplierless Design of Biorthogonal Dual-Tree Complex Wavelet Transform using Lifting Scheme. ICIP 2006: 1605-1608 - [c32]Lijie Liu, Wei Dai, Trac D. Tran:
JPEG-compliant image coding with adaptive pre-/post-filtering. ISCAS 2006 - 2005
- [c31]Wei Dai, Lijie Liu, Trac D. Tran:
Adaptive Block-Based Image Coding with Pre-/Post-Filtering. DCC 2005: 73-82 - [c30]Jie Liang, Chengjie Tu, Trac D. Tran, Lu Gan:
Wiener Filtering for Generalized Error Resilient Time Domain Lapped Transform. ICASSP (2) 2005: 181-184 - [c29]Adeel Abbas, Trac D. Tran:
Fast approximations of the orthogonal dual-tree wavelet bases. ICASSP (4) 2005: 605-608 - [c28]Carlos Salazar-Lazaro, Trac D. Tran:
Flexible resizing algorithms for video transcoding. ISCAS (2) 2005: 916-919 - 2004
- [c27]Jie Liang, Chengjie Tu, Trac D. Tran:
Optimal block boundary pre/post-filtering for wavelet-based image and video compression. ICIP 2004: 303-306 - [c26]Chengjie Tu, Trac D. Tran, Jie Liang:
Over-sampled and under-sampled Pre/post-filters for block DCT coders. ICIP 2004: 1277-1280 - [c25]Carlos Salazar-Lazaro, Trac D. Tran:
On resizing images in the dct domain. ICIP 2004: 2797-2800 - 2003
- [c24]Chengjie Tu, Trac D. Tran, Jie Liang:
Error resilient pre-/post-filtering for DCT-based block coding systems. ICASSP (3) 2003: 273-276 - [c23]Jie Liang, Lu Gan, Chengjie Tu, Trac D. Tran, Kai-Kuang Ma:
On efficient implementation of oversampled linear phase perfect reconstruction filter banks. ICASSP (6) 2003: 501-504 - [c22]Chengjie Tu, Trac D. Tran, Jie Liang:
Error resilient pre-/post-filtering for DCT-based block coding systems. ICME 2003: 153-156 - [c21]Jie Liang, Lu Gan, Chengjie Tu, Trac D. Tran, Kai-Kuang Ma:
On efficient implementation of oversampled linear phase perfect reconstruction filter banks. ICME 2003: 865-868 - 2002
- [c20]Jie Liang, Trac D. Tran:
DCT-based general structure for linear phase paraunitary filter banks. ICASSP 2002: 1169-1172 - [c19]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. ICASSP 2002: 3136-3139 - [c18]Sachin Gangaputra, Trac D. Tran:
Adaptive pre- and post-filtering for block based systems. ICASSP 2002: 3297-3300 - [c17]Chengjie Tu, Trac D. Tran, Jie Bang:
Adaptive runlength coding. ICIP (2) 2002: 665-668 - [c16]Chengjie Tu, Trac D. Tran:
On context-based entropy coding of block transform coefficients. ICIP (2) 2002: 669-672 - [c15]Jie Liang, Trac D. Tran:
Further results on DCT-based linear phase paraunitary filter banks. ICIP (2) 2002: 681-684 - [c14]Wei Dai, Trac D. Tran, Soontorn Oraintara, Truong Q. Nguyen:
Integer- and rational-coefficient M-band wavelet. ISCAS (3) 2002: 425-428 - [c13]Xiaodong Fan, Guobin Shen, Shipeng Li, Trac D. Tran, Ya-Qin Zhang:
Rate-distortion optimization of macroblock-based progressive fine granularity scalable video codec. ISCAS (4) 2002: 540-543 - 2000
- [c12]Laurent C. Duval, Van Bui-Tran, Truong Q. Nguyen, Trac D. Tran:
Seismic Data Compression Using GENLOT: Towards "Optimality"? Data Compression Conference 2000: 552 - [c11]Laurent C. Duval, Van Bui-Tran, Truong Q. Nguyen, Trac D. Tran:
GenLOT optimization techniques for seismic data compression. ICASSP 2000: 2111-2114 - [c10]Ricardo L. de Queiroz, Zhigang Fan, Trac D. Tran:
Optimizing Block-Threshold Segmentation for MRC Compression. ICIP 2000: 597-600 - [c9]Vikrant Kasarabada, Erdogan Simsek, Trac D. Tran:
Wavelet-based image retrieval algorithm via mutual information. Storage and Retrieval for Media Databases 2000: 450-460 - 1999
- [c8]Trac D. Tran:
Local Zerotree Coding. ICIP (2) 1999: 280-282 - [c7]Trac D. Tran:
The LIFTLT: Fast Lapped Transform Via Lifting Steps. ICIP (2) 1999: 745-748 - [c6]Trac D. Tran:
A Fast Multiplierless Block Transform for Image and Video Compression. ICIP (3) 1999: 836-840 - 1998
- [c5]Trac D. Tran, Ricardo L. de Queiroz, Truong Q. Nguyen:
The generalized lapped biorthogonal transform. ICASSP 1998: 1441-1444 - [c4]Mika Helsingius, Trac D. Tran, Truong Q. Nguyen:
A GenLOT-based Progressive Image Coder for Low Resolution Images. ICIP (2) 1998: 312-316 - [c3]Trac D. Tran, Ricardo L. de Queiroz, Truong Q. Nguyen:
The Variable-Length Generalized Lapped Biorthogonal Transform. ICIP (3) 1998: 697-701 - [c2]Masaaki Ikehara, Trac D. Tran, Truong Q. Nguyen:
Generalized Lapped Biorthogonal Transforms with Integer Coefficients. ICIP (3) 1998: 886-890 - 1996
- [c1]Trac D. Tran, Robert J. Safranek:
A locally adaptive perceptual masking threshold model for image coding. ICASSP 1996: 1882-1885
Informal and Other Publications
- 2022
- [i33]Shuai Huang, Deqiang Qiu, Trac D. Tran:
Approximate Message Passing with Parameter Estimation for Heavily Quantized Measurements. CoRR abs/2205.10448 (2022) - [i32]Samuel W. Remedios, Shuo Han, Yuan Xue, Aaron Carass, Trac D. Tran, Dzung L. Pham, Jerry L. Prince:
Deep filter bank regression for super-resolution of anisotropic MR brain images. CoRR abs/2209.02611 (2022) - 2021
- [i31]Yang Jiao, Guangming Shi, Trac D. Tran:
Optical Flow Estimation via Motion Feature Recovery. CoRR abs/2101.06333 (2021) - 2020
- [i30]Shuai Huang, Trac D. Tran:
1-Bit Compressive Sensing via Approximate Message Passing with Built-in Parameter Estimation. CoRR abs/2007.07679 (2020) - [i29]Shuai Huang, Trac D. Tran:
Probabilistic Massive MIMO Channel Estimation with Built-in Parameter Estimation. CoRR abs/2007.14564 (2020) - [i28]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. CoRR abs/2011.08332 (2020) - [i27]Yang Jiao, Yi Niu, Trac D. Tran, Guangming Shi:
2D+3D Facial Expression Recognition via Discriminative Dynamic Range Enhancement and Multi-Scale Learning. CoRR abs/2011.08333 (2020) - 2019
- [i26]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. CoRR abs/1902.02434 (2019) - 2018
- [i25]Luoluo Liu, Sang (Peter) Chin, Trac D. Tran:
JOBS: Joint-Sparse Optimization from Bootstrap Samples. CoRR abs/1810.03743 (2018) - [i24]Dung N. Tran, Trac D. Tran, Lam H. Nguyen:
Generative Adversarial Networks for Recovering Missing Spectral Information. CoRR abs/1812.04744 (2018) - [i23]Luoluo Liu, Sang (Peter) Chin, Trac D. Tran:
Reducing Sampling Ratios and Increasing Number of Estimates Improve Bagging in Sparse Regression. CoRR abs/1812.08808 (2018) - 2017
- [i22]Xiang Xiang, Trac D. Tran:
Linear Disentangled Representation Learning for Facial Actions. CoRR abs/1701.03102 (2017) - [i21]Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran:
Supervised Multilayer Sparse Coding Networks for Image Classification. CoRR abs/1701.08349 (2017) - [i20]Feng Wang, Xiang Xiang, Chang Liu, Trac D. Tran, Austin Reiter, Gregory D. Hager, Harry Quon, Jian Cheng, Alan L. Yuille:
Transferring Face Verification Nets To Pain and Expression Regression. CoRR abs/1702.06925 (2017) - [i19]Shuai Huang, Trac D. Tran:
Sparse Signal Recovery via Generalized Entropy Functions Minimization. CoRR abs/1703.10556 (2017) - [i18]Dong Yang, Tao Xiong, Daguang Xu, Qiangui Huang, David Liu, 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. CoRR abs/1705.05998 (2017) - [i17]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. CoRR abs/1708.03735 (2017) - [i16]Wentao Zhu, Xiang Xiang, Trac D. Tran, Gregory D. Hager, Xiaohui Xie:
Adversarial Deep Structured Nets for Mass Segmentation from Mammograms. CoRR abs/1710.09288 (2017) - 2016
- [i15]Shuai Huang, Trac D. Tran:
Approximate Message Passing with Built-in Parameter Estimation for Sparse Signal Recovery. CoRR abs/1606.00901 (2016) - [i14]Xiang Xiang, Trac D. Tran:
Pose-Selective Max Pooling for Measuring Similarity. CoRR abs/1609.07042 (2016) - 2015
- [i13]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. CoRR abs/1501.07867 (2015) - [i12]Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran:
Task-Driven Dictionary Learning for Hyperspectral Image Classification with Structured Sparsity Constraints. CoRR abs/1502.00836 (2015) - [i11]Hojjat Seyed Mousavi, Vishal Monga, Trac D. Tran:
ICR: Iterative Convex Refinement for Sparse Signal Recovery Using Spike and Slab Priors. CoRR abs/1502.04726 (2015) - [i10]Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran:
Sparse Coding with Fast Image Alignment via Large Displacement Optical Flow. CoRR abs/1512.06709 (2015) - 2014
- [i9]Xiaoxia Sun, Qing Qu, Nasser M. Nasrabadi, Trac D. Tran:
Structured Priors for Sparse-Representation-Based Hyperspectral Image Classification. CoRR abs/1401.3818 (2014) - [i8]Yuanming Suo, Minh Dao, Umamahesh Srinivas, Vishal Monga, Trac D. Tran:
Structured Dictionary Learning for Classification. CoRR abs/1406.1943 (2014) - [i7]Xiang Xiang, Minh Dao, Gregory D. Hager, Trac D. Tran:
Hierarchical Sparse and Collaborative Low-Rank Representation for Emotion Recognition. CoRR abs/1410.1606 (2014) - [i6]Minh Dao, Nam H. Nguyen, Nasser M. Nasrabadi, Trac D. Tran:
Collaborative Multi-sensor Classification via Sparsity-based Representation. CoRR abs/1410.7876 (2014) - 2011
- [i5]Nam H. Nguyen, Trac D. Tran:
Exact recoverability from dense corrupted observations via L1 minimization. CoRR abs/1102.1227 (2011) - [i4]Thong T. Do, Lu Gan, Nam H. Nguyen, Trac D. Tran:
Fast and Efficient Compressive Sensing using Structurally Random Matrices. CoRR abs/1106.5037 (2011) - [i3]Yi Chen, Umamahesh Srinivas, Thong T. Do, Vishal Monga, Trac D. Tran:
Discriminative Local Sparse Representations for Robust Face Recognition. CoRR abs/1111.1947 (2011) - [i2]Nam H. Nguyen, Trac D. Tran:
Robust Lasso with missing and grossly corrupted observations. CoRR abs/1112.0391 (2011) - 2010
- [i1]Nam H. Nguyen, Petros Drineas, Trac D. Tran:
Tensor sparsification via a bound on the spectral norm of random tensors. CoRR abs/1005.4732 (2010)
Coauthor Index
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