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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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2020 – today
- 2024
[i34]Ariel Lubonja, Sebastian Kazmarek Præsius, Trac Duy Tran:
Efficient Batched CPU/GPU Implementation of Orthogonal Matching Pursuit for Python. CoRR abs/2407.06434 (2024)- 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
- [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) - [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 - [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
- [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) - [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 - [i31]Yang Jiao, Guangming Shi, Trac D. Tran:
Optical Flow Estimation via Motion Feature Recovery. CoRR abs/2101.06333 (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) - [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)
2010 – 2019
- 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) - [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 - [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
- [j53]Xiang Xiang, Trac D. Tran:
Linear Disentangled Representation Learning for Facial Actions. IEEE Trans. Circuits Syst. Video Technol. 28(12): 3539-3544 (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 - [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
- [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 - [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
- [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) - [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 - [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
- [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) - [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 - [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
- [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) - [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,