Trac D. Tran

249 papers A* 3A 2B 36C 14Misc 43Journal 94Unranked 57
YearRankTypeTitle / Venue / Authors
2025 — conf
Region-of-Interest Sparse Reconstruction for Lensless Coded-Aperture Optical Imaging.
IEEECONF
Di An, Dylan Poppert, Jiayue Li, Johnny Pham, Brian Sun, Mark Foster, Trac D. Tran
2025 A* conf
SINR: Sparsity Driven Compressed Implicit Neural Representations.
CVPR
Dhananjaya Jayasundara, Sudarshan Rajagopalan, Yasiru Ranasinghe, Trac D. Tran, Vishal M. Patel
2025 J jnl
SINR: Sparsity Driven Compressed Implicit Neural Representations.
CoRR
Dhananjaya Jayasundara, Sudarshan Rajagopalan, Yasiru Ranasinghe, Trac D. Tran, Vishal M. Patel
2023 — conf
Improving Low-Latency Mono-Channel Speech Enhancement by Compensation Windows in STFT Analysis.
COMPLEX NETWORKS (1)
Minh N. Bui, Dung N. Tran, Kazuhito Koishida, Trac D. Tran, Peter Chin
2022 J jnl
Approximate Message Passing With Parameter Estimation for Heavily Quantized Measurements.
IEEE Trans. Signal Process.
Shuai Huang, Deqiang Qiu, Trac D. Tran
2022 J jnl
Approximate Message Passing with Parameter Estimation for Heavily Quantized Measurements.
CoRR
Shuai Huang, Deqiang Qiu, Trac D. Tran
2022 — conf
Deep Filter Bank Regression for Super-Resolution of Anisotropic MR Brain Images.
MICCAI (6)
Samuel W. Remedios, Shuo Han, Yuan Xue, Aaron Carass, Trac D. Tran, Dzung L. Pham, Jerry L. Prince
2022 J jnl
Deep filter bank regression for super-resolution of anisotropic MR brain images.
CoRR
Samuel W. Remedios, Shuo Han, Yuan Xue, Aaron Carass, Trac D. Tran, Dzung L. Pham, Jerry L. Prince
2021 Misc conf
A Scale Invariant Measure of Flatness for Deep Network Minima.
ICASSP
Akshay Rangamani, Nam H. Nguyen, Abhishek Kumar, Dzung T. Phan, Sang (Peter) Chin, Trac D. Tran
2021 Misc conf
Bayesian Massive MIMO Channel Estimation with Parameter Estimation Using Low-Resolution ADCs.
ICASSP
Shuai Huang, Deqiang Qiu, Trac D. Tran
2021 A* conf
EffiScene: Efficient Per-Pixel Rigidity Inference for Unsupervised Joint Learning of Optical Flow, Depth, Camera Pose and Motion Segmentation.
CVPR
Yang Jiao, Trac D. Tran, Guangming Shi
2021 J jnl
Joint Down-Range and Cross-Range RFI Suppression in Ultra-Wideband SAR.
IEEE Trans. Geosci. Remote. Sens.
Sonia Joy, Lam H. Nguyen, Trac D. Tran
2021 B conf
Optical Flow Estimation Via Motion Feature Recovery.
ICIP
Yang Jiao, Guangming Shi, Trac D. Tran
2021 J jnl
Optical Flow Estimation via Motion Feature Recovery.
CoRR
Yang Jiao, Guangming Shi, Trac D. Tran
2020 J jnl
1-Bit Compressive Sensing via Approximate Message Passing with Built-in Parameter Estimation.
CoRR
Shuai Huang, Trac D. Tran
2020 J jnl
2D+3D Facial Expression Recognition via Discriminative Dynamic Range Enhancement and Multi-Scale Learning.
CoRR
Yang Jiao, Yi Niu, Trac D. Tran, Guangming Shi
2020 J jnl
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.
Chiman Kwan, Jude Larkin, Bence Budavari, Trac D. Tran
2020 J jnl
Detection and Confirmation of Multiple Human Targets Using Pixel-Wise Code Aperture Measurements.
J. Imaging
Chiman Kwan, David Gribben, Akshay Rangamani, Trac D. Tran, Jack Zhang, Ralph Etienne-Cummings
2020 J jnl
EffiScene: Efficient Per-Pixel Rigidity Inference for Unsupervised Joint Learning of Optical Flow, Depth, Camera Pose and Motion Segmentation.
CoRR
Yang Jiao, Guangming Shi, Trac D. Tran
2020 J jnl
Probabilistic Massive MIMO Channel Estimation with Built-in Parameter Estimation.
CoRR
Shuai Huang, Trac D. Tran
2020 J jnl
Supervised Deep Sparse Coding Networks for Image Classification.
IEEE Trans. Image Process.
Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran
2019 J jnl
A Comparison of Compression Codecs for Maritime and Sonar Images in Bandwidth Constrained Applications.
Comput.
Chiman Kwan, Jude Larkin, Bence Budavari, Bryan Chou, Eric Shang, Trac D. Tran
2019 Misc conf
A Generative Adversarial Neural Network for Beamforming Ultrasound Images Invited Presentation.
CISS
Arun Asokan Nair, Trac D. Tran, Austin Reiter, Muyinatu A. Lediju Bell
2019 J jnl
A Scale Invariant Flatness Measure for Deep Network Minima.
CoRR
Akshay Rangamani, Nam H. Nguyen, Abhishek Kumar, Dzung T. Phan, Sang H. Chin, Trac D. Tran
2019 Misc conf
Deep CNN for Extraction of Sidelobes from SAR Imagery in Spectrally Restricted Environment.
ACSSC
Lam H. Nguyen, Trac D. Tran
2019 J jnl
Deep Learning-Based Target Tracking and Classification for Low Quality Videos Using Coded Aperture Cameras.
Sensors
Chiman Kwan, Bryan Chou, Jonathan Yang, Akshay Rangamani, Trac D. Tran, Jack Zhang, Ralph Etienne-Cummings
2019 B conf
JOBS: Joint-Sparse Optimization from Bootstrap Samples.
ISIT
Luoluo Liu, Sang Peter Chin, Trac D. Tran
2019 — conf
Multiple Human Objects Tracking and Classification Directly in Compressive Measurement Domain for Long Range Infrared Videos.
UEMCON
Chiman Kwan, David Gribben, Trac D. Tran
2019 Misc conf
Reducing Sampling Ratios and Increasing Number of Estimates Improve Bagging in Sparse Regression.
CISS
Luoluo Liu, Sang Peter Chin, Trac D. Tran
2019 J jnl
Sparse Signal Recovery via Generalized Entropy Functions Minimization.
IEEE Trans. Signal Process.
Shuai Huang, Trac D. Tran
2019 J jnl
Target tracking and classification using compressive sensing camera for SWIR videos.
Signal Image Video Process.
Chiman Kwan, Bryan Chou, Jonathan Yang, Akshay Rangamani, Trac D. Tran, Jack Zhang, Ralph Etienne-Cummings
2019 — conf
Tracking and Classification of Multiple Human Objects Directly in Compressive Measurement Domain for Low Quality Optical Videos.
UEMCON
Chiman Kwan, David Gribben, Trac D. Tran
2018 Misc conf
A Deep Learning Based Alternative to Beamforming Ultrasound Images.
ICASSP
Arun Asokan Nair, Trac D. Tran, Austin Reiter, Muyinatu A. Lediju Bell
2018 Misc conf
A Greedy Pursuit Algorithm for Separating Signals from Nonlinear Compressive Observations.
ICASSP
Sang (Peter) Chin, Trac D. Tran, Dung N. Tran, Akshay Rangamani
2018 — conf
Adversarial deep structured nets for mass segmentation from mammograms.
ISBI
Wentao Zhu, Xiang Xiang, Trac D. Tran, Gregory D. Hager, Xiaohui Xie
2018 — conf
Compressive Vehicle Tracking Using Deep Learning.
UEMCON
Chiman Kwan, Bryan Chou, Adam Echavarren, Bence Budavari, Jiang Li, Trac D. Tran
2018 J jnl
Generative Adversarial Networks for Recovering Missing Spectral Information.
CoRR
Dung N. Tran, Trac D. Tran, Lam H. Nguyen
2018 J jnl
JOBS: Joint-Sparse Optimization from Bootstrap Samples.
CoRR
Luoluo Liu, Sang (Peter) Chin, Trac D. Tran
2018 J jnl
Linear Disentangled Representation Learning for Facial Actions.
IEEE Trans. Circuits Syst. Video Technol.
Xiang Xiang, Trac D. Tran
2018 — conf
Perceptually Lossless Image Compression with Error Recovery.
ICVISP
Chiman Kwan, Eric Shang, Trac D. Tran
2018 — conf
Perceptually Lossless Video Compression with Error Concealment.
ICVISP
Chiman Kwan, Eric Shang, Trac D. Tran
2018 — conf
Reconstruction-Free Deep Convolutional Neural Networks for Partially Observed Images.
GlobalSIP
Arun Asokan Nair, Luoluo Liu, Akshay Rangamani, Peter Chin, Muyinatu A. Lediju Bell, Trac D. Tran
2018 B conf
Recovery of UWB Radar Signals in Spectrally Restricted Environments.
ICIP
Lam H. Nguyen, Trac D. Tran
2018 J jnl
Reducing Sampling Ratios and Increasing Number of Estimates Improve Bagging in Sparse Regression.
CoRR
Luoluo Liu, Sang (Peter) Chin, Trac D. Tran
2018 B conf
S3D: Stacking Segmental P3D for Action Quality Assessment.
ICIP
Xiang Xiang, Ye Tian, Austin Reiter, Gregory D. Hager, Trac D. Tran
2018 B conf
Sparse Coding and Autoencoders.
ISIT
Akshay Rangamani, Anirbit Mukherjee, Amitabh Basu, Ashish Arora, Tejaswini Ganapathi, Sang (Peter) Chin, Trac D. Tran
2018 B conf
Supervised Deep Sparse Coding Networks.
ICIP
Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran
2017 Misc conf
A comprehensive performance comparison of RFI mitigation techniques for UWB radar signals.
ICASSP
Lam H. Nguyen, Trac D. Tran
2017 Misc conf
A provable nonconvex model for factoring nonnegative matrices.
ICASSP
Dung N. Tran, Sang Peter Chin, Trac D. Tran
2017 J jnl
Adversarial Deep Structured Nets for Mass Segmentation from Mammograms.
CoRR
Wentao Zhu, Xiang Xiang, Trac D. Tran, Gregory D. Hager, Xiaohui Xie
2017 — conf
Automatic Vertebra Labeling in Large-Scale 3D CT Using Deep Image-to-Image Network with Message Passing and Sparsity Regularization.
IPMI
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
2017 J jnl
Automatic Vertebra Labeling in Large-Scale 3D CT using Deep Image-to-Image Network with Message Passing and Sparsity Regularization.
CoRR
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
2017 J jnl
Critical Points Of An Autoencoder Can Provably Recover Sparsely Used Overcomplete Dictionaries.
CoRR
Akshay Rangamani, Anirbit Mukherjee, Ashish Arora, Tejaswini Ganapathy, Amitabh Basu, Sang (Peter) Chin, Trac D. Tran
2017 — conf
Deep Image-to-Image Recurrent Network with Shape Basis Learning for Automatic Vertebra Labeling in Large-Scale 3D CT Volumes.
MICCAI (3)
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
2017 J jnl
Linear Disentangled Representation Learning for Facial Actions.
CoRR
Xiang Xiang, Trac D. Tran
2017 C conf
Live demonstration: A compact all-CMOS spatiotemporal compressed sensing video camera.
ISCAS
Tao Xiong, Jie Zhang, Chetan Singh Thakur, John M. Rattray, Sang Peter Chin, Trac D. Tran, Ralph Etienne-Cummings
2017 B conf
Regularizing face verification nets for pain intensity regression.
ICIP
Feng Wang, Xiang Xiang, Chang Liu, Trac D. Tran, Austin Reiter, Gregory D. Hager, Harry Quon, Jian Cheng, Alan L. Yuille
2017 J jnl
Sparse Signal Recovery via Generalized Entropy Functions Minimization.
CoRR
Shuai Huang, Trac D. Tran
2017 — conf
Sparse Unsupervised Clustering with Mixture Observations for Video Summarization.
AIPR
Xiang Xiang, Dung N. Tran, Trac D. Tran
2017 Misc conf
Sparse signal recovery using generalized approximate message passing with built-in parameter estimation.
ICASSP
Shuai Huang, Trac D. Tran
2017 — conf
Spatiotemporal compressed sensing for video compression.
MWSCAS
Tao Xiong, John M. Rattray, Jie Zhang, Chetan Singh Thakur, Sang Peter Chin, Trac D. Tran, Ralph Etienne-Cummings
2017 J jnl
Supervised Multilayer Sparse Coding Networks for Image Classification.
CoRR
Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran
2017 B conf
Supervised hashing with jointly learning embedding and quantization.
ICIP
Hao Zhu, Feng Wang, Xiang Xiang, Trac D. Tran
2017 J jnl
Transferring Face Verification Nets To Pain and Expression Regression.
CoRR
Feng Wang, Xiang Xiang, Chang Liu, Trac D. Tran, Austin Reiter, Gregory D. Hager, Harry Quon, Jian Cheng, Alan L. Yuille
2016 J jnl
A Fully Integrated Wireless Compressed Sensing Neural Signal Acquisition System for Chronic Recording and Brain Machine Interface.
IEEE Trans. Biomed. Circuits Syst.
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
2016 J jnl
Approximate Message Passing with Built-in Parameter Estimation for Sparse Signal Recovery.
CoRR
Shuai Huang, Trac D. Tran
2016 — conf
Bum scar detection using cloudy MODIS images via low-rank and sparsity-based models.
GlobalSIP
Minh Dao, Chiman Kwan, Bulent Ayhan, Trac D. Tran
2016 J jnl
Collaborative Multi-Sensor Classification Via Sparsity-Based Representation.
IEEE Trans. Signal Process.
Minh Dao, Nam H. Nguyen, Nasser M. Nasrabadi, Trac D. Tran
2016 — conf
Compressive coding via random replicate mirror.
GlobalSIP
Dung N. Tran, Luoluo Liu, Trac D. Tran, Sang (Peter) Chin, Jeffrey Korn, Eric T. Hoke
2016 J jnl
Design of a Digital Address-Event Triggered Compressive Acquisition Image Sensor.
IEEE Trans. Circuits Syst. I Regul. Pap.
Hongjie Zhu, Milin Zhang, Yuanming Suo, Trac D. Tran, Jan Van der Spiegel
2016 B conf
Dimensionality reduction for image classification via mutual information maximization.
ICIP
Shuai Huang, Trac D. Tran
2016 J jnl
Efficient and Robust RFI Extraction Via Sparse Recovery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lam H. Nguyen, Trac D. Tran
2016 — conf
Invariant hierarchical sparse coding for object recognition via bags of atoms.
GlobalSIP
Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran
2016 Misc conf
Low-rank matrices recovery via entropy function.
ICASSP
Dung N. Tran, Shuai Huang, Sang Peter Chin, Trac D. Tran
2016 Misc conf
Partial face recognition: A sparse representation-based approach.
ICASSP
Luoluo Liu, Trac D. Tran, Sang (Peter) Chin
2016 — conf
Pose-Selective Max Pooling for Measuring Similarity.
VAAM/FFER@ICPR
Xiang Xiang, Trac D. Tran
2016 J jnl
Pose-Selective Max Pooling for Measuring Similarity.
CoRR
Xiang Xiang, Trac D. Tran
2016 J jnl
Recent Advances in Remote Spectral Sensing.
J. Sensors
Chiman Kwan, Hairong Qi, Trac D. Tran
2016 — conf
Recursively Measured Action Units.
MPRSS
Xiang Xiang, Trac D. Tran
2016 B conf
Segmentation of thalamus from MR images via task-driven dictionary learning.
Image Processing
Luoluo Liu, Jeffrey Glaister, Xiaoxia Sun, Aaron Carass, Trac D. Tran, Jerry L. Prince
2016 Misc conf
Sparse coding with fast image alignment via large displacement optical flow.
ICASSP
Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran
2016 B conf
Sparse signal recovery based on nonconvex entropy minimization.
ICIP
Shuai Huang, Dung N. Tran, Trac D. Tran
2015 C conf
An unsupervised dictionary learning algorithm for neural recordings.
ISCAS
Tao Xiong, Jie Zhang, Yuanming Suo, Dung N. Tran, Ralph Etienne-Cummings, Sang Chin, Trac D. Tran
2015 — conf
CMOS implementation of pixel-wise coded exposure imaging for insect-based sensor node.
BioCAS
Jie Zhang, Yuanming Suo, Chen Zhao, Trac D. Tran, Ralph Etienne-Cummings
2015 — conf
Compressed sensing block-wise exposure control algorithm using optical flow estimation.
BioCAS
Tao Xiong, Jie Zhang, Sang Chin, Trac D. Tran, Ralph Etienne-Cummings
2015 C conf
Estimation and extraction of radio-frequency interference from ultra-wideband radar signals.
IGARSS
Lam H. Nguyen, Trac D. Tran
2015 Misc conf
Hierarchical Sparse and Collaborative Low-Rank representation for emotion recognition.
ICASSP
Xiang Xiang, Minh Dao, Gregory D. Hager, Trac D. Tran
2015 Misc conf
High-speed compressed sensing measurement using spectrally-encoded ultrafast laser pulses.
CISS
Bryan T. Bosworth, Jasper R. Stroud, Dung N. Tran, Trac D. Tran, Sang Chin, Mark A. Foster
2015 J jnl
ICR: Iterative Convex Refinement for Sparse Signal Recovery Using Spike and Slab Priors.
CoRR
Hojjat Seyed Mousavi, Vishal Monga, Trac D. Tran
2015 B conf
Interpretable exemplar-based shape classification using constrained sparse linear models.
Image Processing
Gunnar A. Sigurdsson, Zhen Yang, Trac D. Tran, Jerry L. Prince
2015 J jnl
Iterative Convex Refinement for Sparse Recovery.
IEEE Signal Process. Lett.
Hojjat Seyed Mousavi, Vishal Monga, Trac D. Tran
2015 B conf
Local sensing with global recovery.
ICIP
Dung N. Tran, Duyet N. Tran, Sang Peter Chin, Trac D. Tran
2015 Misc conf
Multi-sensor classification via sparsity-based representation with low-rank interference.
ICASSP
Minh Dao, Nasser M. Nasrabadi, Trac D. Tran
2015 J jnl
Multi-task Image Classification via Collaborative, Hierarchical Spike-and-Slab Priors.
CoRR
Hojjat Seyed Mousavi, Umamahesh Srinivas, Vishal Monga, Yuanming Suo, Minh Dao, Trac D. Tran
2015 Misc conf
Nonnegative matrix factorization with gradient vertex pursuit.
ICASSP
Dung N. Tran, Tao Xiong, Sang Peter Chin, Trac D. Tran
2015 J jnl
Sparse Coding with Fast Image Alignment via Large Displacement Optical Flow.
CoRR
Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran
2015 J jnl
Structured Sparse Priors for Image Classification.
IEEE Trans. Image Process.
Umamahesh Srinivas, Yuanming Suo, Minh Dao, Vishal Monga, Trac D. Tran
2015 J jnl
Subspace Vertex Pursuit: A Fast and Robust Near-Separable Nonnegative Matrix Factorization Method for Hyperspectral Unmixing.
IEEE J. Sel. Top. Signal Process.
Qing Qu, Nasser M. Nasrabadi, Trac D. Tran
2015 B conf
Targeted Dot Product Representation for Friend Recommendation in Online Social Networks.
ASONAM
Minh D. Dao, Akshay Rangamani, Sang Peter Chin, Nam P. Nguyen, Trac D. Tran
2015 J jnl
Task-Driven Dictionary Learning for Hyperspectral Image Classification With Structured Sparsity Constraints.
IEEE Trans. Geosci. Remote. Sens.
Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran
2015 J jnl
Task-Driven Dictionary Learning for Hyperspectral Image Classification with Structured Sparsity Constraints.
CoRR
Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran
2014 — conf
A dictionary learning algorithm for multi-channel neural recordings.
BioCAS
Tao Xiong, Yuanming Suo, Jie Zhang, Siwei Liu, Ralph Etienne-Cummings, Sang Chin, Trac D. Tran
2014 J jnl
Abundance Estimation for Bilinear Mixture Models via Joint Sparse and Low-Rank Representation.
IEEE Trans. Geosci. Remote. Sens.
Qing Qu, Nasser M. Nasrabadi, Trac D. Tran
2014 J jnl
An Efficient and Compact Compressed Sensing Microsystem for Implantable Neural Recordings.
IEEE Trans. Biomed. Circuits Syst.
Jie Zhang, Yuanming Suo, Srinjoy Mitra, Sang (Peter) Chin, Steven Hsiao, Refet Firat Yazicioglu, Trac D. Tran, Ralph Etienne-Cummings
2014 J jnl
Collaborative Multi-sensor Classification via Sparsity-based Representation.
CoRR
Minh Dao, Nam H. Nguyen, Nasser M. Nasrabadi, Trac D. Tran
2014 J jnl
Energy-Efficient Multi-Mode Compressed Sensing System for Implantable Neural Recordings.
IEEE Trans. Biomed. Circuits Syst.
Yuanming Suo, Jie Zhang, Tao Xiong, Sang Peter Chin, Ralph Etienne-Cummings, Trac D. Tran
2014 B conf
Group structured dirty dictionary learning for classification.
ICIP
Yuanming Suo, Minh Dao, Trac D. Tran, Hojjat Seyed Mousavi, Umamahesh Srinivas, Vishal Monga
2014 J jnl
Hierarchical Sparse and Collaborative Low-Rank Representation for Emotion Recognition.
CoRR
Xiang Xiang, Minh Dao, Gregory D. Hager, Trac D. Tran
2014 Misc conf
Joint sparse and low-rank model for radio-frequency interference suppression in ultra-wideband radar applications.
ACSSC
Lam H. Nguyen, Minh D. Dao, Trac D. Tran
2014 — conf
Live demonstration: A closed loop Compressive Sensing neural recording system.
BioCAS
Jie Zhang, Tao Xiong, Srinjoy Mitra, Yuanming Suo, Trac D. Tran, Refet Firat Yazicioglu, Ralph Etienne-Cummings
2014 B conf
Multi-task image classification via collaborative, hierarchical spike-and-slab priors.
ICIP
Hojjat Seyed Mousavi, Umamahesh Srinivas, Vishal Monga, Yuanming Suo, Minh Dao, Trac D. Tran
2014 B conf
Radio-frequency interference separation and suppression from ultrawideband radar data via low-rank modeling.
ICIP
Lam H. Nguyen, Minh D. Dao, Trac D. Tran
2014 J jnl
Robust Transmit Nulling in Wideband Arrays.
IEEE Trans. Signal Process.
Peter G. Vouras, Trac D. Tran
2014 B conf
Robust joint down- and cross-range sparse recovery of raw ultra-wideband SAR data.
ICIP
Sonia Joy, Lam H. Nguyen, Trac D. Tran
2014 J jnl
Sparse models and sparse recovery for ultra-wideband SAR applications.
IEEE Trans. Aerosp. Electron. Syst.
Lam H. Nguyen, Trac D. Tran, Thong T. Do
2014 J jnl
Structured Dictionary Learning for Classification.
CoRR
Yuanming Suo, Minh Dao, Umamahesh Srinivas, Vishal Monga, Trac D. Tran
2014 J jnl
Structured Priors for Sparse-Representation-Based Hyperspectral Image Classification.
CoRR
Xiaoxia Sun, Qing Qu, Nasser M. Nasrabadi, Trac D. Tran
2014 J jnl
Structured Priors for Sparse-Representation-Based Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Xiaoxia Sun, Qing Qu, Nasser M. Nasrabadi, Trac D. Tran
2014 Misc conf
Structured sparse representation with low-rank interference.
ACSSC
Minh Dao, Yuanming Suo, Sang (Peter) Chin, Trac D. Tran
2014 Misc conf
Subspace vertex pursuit for separable non-negative matrix factorization in hyperspectral unmixing.
ICASSP
Qing Qu, Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran
2014 B conf
Task-driven dictionary learning for hyperspectral image classification with structured sparsity priors.
ICIP
Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran
2013 C conf
Discriminative sparse representations with applications.
ACC
Vishal Monga, Trac D. Tran
2013 — conf
Energy-efficient two-stage Compressed Sensing method for implantable neural recordings.
BioCAS
Yuanming Suo, Jie Zhang, Ralph Etienne-Cummings, Trac D. Tran, Sang Chin
2013 J jnl
Exact Recoverability From Dense Corrupted Observations via ℓ
IEEE Trans. Inf. Theory
Nam H. Nguyen, Trac D. Tran
2013 J jnl
Exploiting Sparsity in Hyperspectral Image Classification via Graphical Models.
IEEE Geosci. Remote. Sens. Lett.
Umamahesh Srinivas, Yi Chen, Vishal Monga, Nasser M. Nasrabadi, Trac D. Tran
2013 Misc conf
Hierarchical sparse modeling using Spike and Slab priors.
ICASSP
Yuanming Suo, Minh Dao, Trac D. Tran, Umamahesh Srinivas, Vishal Monga
2013 J jnl
Hyperspectral Image Classification via Kernel Sparse Representation.
IEEE Trans. Geosci. Remote. Sens.
Yi Chen, Nasser M. Nasrabadi, Trac D. Tran
2013 Misc conf
Hyperspectral abundance estimation for the generalized bilinear model with joint sparsity constraint.
ICASSP
Qing Qu, Nasser M. Nasrabadi, Trac D. Tran
2013 — conf
Low rank representation for bilinear abundance estimation problem.
WHISPERS
Qing Qu, Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran
2013 C conf
Reconstruction of neural action potentials using signal dependent sparse representations.
ISCAS
Jie Zhang, Yuanming Suo, Srinjoy Mitra, Sang (Peter) Chin, Trac D. Tran, Refet Firat Yazicioglu, Ralph Etienne-Cummings
2013 J jnl
Robust Lasso With Missing and Grossly Corrupted Observations.
IEEE Trans. Inf. Theory
Nam H. Nguyen, Trac D. Tran
2013 B conf
Structured sparse priors for image classification.
ICIP
Umamahesh Srinivas, Yuanming Suo, Minh Dao, Vishal Monga, Trac D. Tran
2013 B conf
Temporal rate up-conversion of synthetic aperture radar via low-rank matrix recovery.
ICIP
Minh Dao, Lam H. Nguyen, Trac D. Tran
2013 Misc conf
Video frame interpolation via weighted robust principal component analysis.
ICASSP
Minh Dao, Yuanming Suo, Sang Chin, Trac D. Tran
2012 — conf
Chemical plume detection in hyperspectral imagery via joint sparse representation.
MILCOM
Minh Dao, Dzung T. Nguyen, Trac D. Tran, Sang Chin
2012 — conf
Discriminative dictionary design using LVQ for hyperspectral image classification.
WHISPERS
Yi Chen, Nasser M. Nasrabadi, Trac D. Tran
2012 C conf
Discriminative graphical models for sparsity-based hyperspectral target detection.
IGARSS
Umamahesh Srinivas, Yi Chen, Vishal Monga, Nasser M. Nasrabadi, Trac D. Tran
2012 J jnl
Fast and Efficient Compressive Sensing Using Structurally Random Matrices.
IEEE Trans. Signal Process.
Thong T. Do, Lu Gan, Nam H. Nguyen, Trac D. Tran
2012 C conf
Kernel sparse representation for hyperspectral target detection.
IGARSS
Yi Chen, Nasser M. Nasrabadi, Trac D. Tran
2012 — conf
Multi-sensor joint kernel sparse representation for personnel detection.
EUSIPCO
Nam H. Nguyen, Nasser M. Nasrabadi, Trac D. Tran
2012 J jnl
Real Time Compressive Sensing Video Reconstruction in Hardware.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Garrick Orchard, Jie Zhang, Yuanming Suo, Minh Dao, Dzung T. Nguyen, Sang Chin, Christoph Posch, Trac D. Tran, Ralph Etienne-Cummings
2012 C conf
Robust and adaptive extraction of RFI signals from ultra-wideband radar data.
IGARSS
Lam H. Nguyen, Trac D. Tran
2011 J jnl
Discriminative Local Sparse Representations for Robust Face Recognition
CoRR
Yi Chen, Umamahesh Srinivas, Thong T. Do, Vishal Monga, Trac D. Tran
2011 B conf
Error concealment via 3-mode tensor approximation.
ICIP
Dzung T. Nguyen, Minh Dao, Trac D. Tran
2011 J jnl
Exact recoverability from dense corrupted observations via L
CoRR
Nam H. Nguyen, Trac D. Tran
2011 J jnl
Fast and Efficient Compressive Sensing using Structurally Random Matrices
CoRR
Thong T. Do, Lu Gan, Nam H. Nguyen, Trac D. Tran
2011 J jnl
Hyperspectral Image Classification Using Dictionary-Based Sparse Representation.
IEEE Trans. Geosci. Remote. Sens.
Yi Chen, Nasser M. Nasrabadi, Trac D. Tran
2011 B conf
Hyperspectral image classification via kernel sparse representation.
ICIP
Yi Chen, Nasser M. Nasrabadi, Trac D. Tran
2011 — conf
Random projection as dimensionality reduction and its effect on classical target recognition and anomaly detection techniques.
WHISPERS
Yi Chen, Nasser M. Nasrabadi, Trac D. Tran
2011 J jnl
Robust Lasso with missing and grossly corrupted observations
CoRR
Nam H. Nguyen, Trac D. Tran
2011 — conf
Robust Lasso with missing and grossly corrupted observations.
NIPS
Nam H. Nguyen, Nasser M. Nasrabadi, Trac D. Tran
2011 C conf
Robust multi-sensor classification via joint sparse representation.
FUSION
Nam H. Nguyen, Nasser M. Nasrabadi, Trac D. Tran
2011 C conf
Robust recovery of synthetic aperture radar data from uniformly under-sampled measurements.
IGARSS
Lam H. Nguyen, Trac D. Tran
2011 J jnl
Simultaneous Joint Sparsity Model for Target Detection in Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett.
Yi Chen, Nasser M. Nasrabadi, Trac D. Tran
2011 J jnl
Sparse Representation for Target Detection in Hyperspectral Imagery.
IEEE J. Sel. Top. Signal Process.
Yi Chen, Nasser M. Nasrabadi, Trac D. Tran
2011 — conf
Sparsity-based face recognition using discriminative graphical models.
ACSCC
Umamahesh Srinivas, Vishal Monga, Yi Chen, Trac D. Tran
2011 J jnl
Stepwise Optimal Subspace Pursuit for Improving Sparse Recovery.
IEEE Signal Process. Lett.
Balakrishnan Varadarajan, Sanjeev Khudanpur, Trac D. Tran
2011 Misc conf
Video error concealment using sparse recovery and local dictionaries.
ICASSP
Dzung T. Nguyen, Minh Dao, Trac D. Tran
2010 Misc conf
A sparsity-driven joint image registration and change detection technique for SAR imagery.
ICASSP
Lam H. Nguyen, Trac D. Tran
2010 — conf
Classification for hyperspectral imagery based on sparse representation.
WHISPERS
Yi Chen, Nasser M. Nasrabadi, Trac D. Tran
2010 B conf
Fast dimension reduction through random permutation.
ICIP
Lu Gan, Thong T. Do, Trac D. Tran
2010 B conf
Robust face recognition using locally adaptive sparse representation.
ICIP
Yi Chen, Thong T. Do, Trac D. Tran
2010 Misc conf
Sparse coding for speech recognition.
ICASSP
Garimella S. V. S. Sivaram, Sridhar Krishna Nemala, Mounya Elhilali, Trac D. Tran, Hynek Hermansky
2010 C conf
Sparsity-based classification of hyperspectral imagery.
IGARSS
Yi Chen, Nasser M. Nasrabadi, Trac D. Tran
2010 J jnl
Tensor sparsification via a bound on the spectral norm of random tensors
CoRR
Nam H. Nguyen, Petros Drineas, Trac D. Tran
2009 Misc conf
A fast and efficient algorithm for low rank matrix recovery from incomplete observations.
ICASSP
Nam P. Nguyen, Thong T. Do, Yi Chen, Trac D. Tran
2009 A* conf
A fast and efficient algorithm for low-rank approximation of a matrix.
STOC
Nam H. Nguyen, Thong T. Do, Trac D. Tran
2009 Misc conf
A fast and efficient heuristic nuclear-norm algorithm for affine rank minimization.
ICASSP
Thong T. Do, Yi Chen, Nam H. Nguyen, Lu Gan, Trac D. Tran
2009 Misc conf
Design of pointwise-in-frequency paraunitary filter banks.
CISS
Peter G. Vouras, Trac D. Tran
2009 Misc conf
Distributed Compressed Video Sensing.
CISS
Thong T. Do, Yi Chen, Dzung T. Nguyen, Nam P. Nguyen, Lu Gan, Trac D. Tran
2009 B conf
Distributed compressed video sensing.
ICIP
Thong T. Do, Yi Chen, Dzung T. Nguyen, Nam P. Nguyen, Lu Gan, Trac D. Tran
2009 Misc conf
Fast and efficient dimensionality reduction using Structurally Random Matrices.
ICASSP
Thong T. Do, Lu Gan, Yi Chen, Nam P. Nguyen, Trac D. Tran
2009 B conf
Implementation and application of local computation of wavelet coefficients in the dual-tree complex wavelets.
ICIP
Iman A. El-Shehaby, Trac D. Tran
2009 J jnl
Multiple Description Coding With Prediction Compensation.
IEEE Trans. Image Process.
Guoqian Sun, Upul Samarawickrama, Jie Liang, Chao Tian, Chengjie Tu, Trac D. Tran
2009 Misc conf
Rational canonical form of polyphase matrices with applications to designing paraunitary filter banks.
ICASSP
Peter G. Vouras, Trac D. Tran, Michael Ching
2009 C conf
Robust video transmission using Layered Compressed Sensing.
MMSP
Thong T. Do, Yi Chen, Dzung T. Nguyen, Nam P. Nguyen, Lu Gan, Trac D. Tran
2008 — conf
Factorization of paraunitary polyphase matrices using subspace projections.
ACSCC
Peter G. Vouras, Trac D. Tran
2008 — conf
Fast compressive imaging using scrambled block Hadamard ensemble.
EUSIPCO
Lu Gan, Thong T. Do, Trac D. Tran
2008 Misc conf
Fast compressive sampling with structurally random matrices.
ICASSP
Thong T. Do, Trac D. Tran, Lu Gan
2008 B conf
Lifting-based Laplacian Pyramid reconstruction schemes.
ICIP
Lijie Liu, Lu Gan, Trac D. Tran
2008 C conf
Local computation and estimation of wavelet coefficients in the dual-tree complex wavelet transform.
ISCAS
Iman A. El-Shehaby, Trac D. Tran
2008 J jnl
Rational Coefficient Dual-Tree Complex Wavelet Transform: Design andImplementation.
IEEE Trans. Signal Process.
Adeel Abbas, Trac D. Tran
2008 — conf
Sparsity adaptive matching pursuit algorithm for practical compressed sensing.
ACSCC
Thong T. Do, Lu Gan, Nam H. Nguyen, Trac D. Tran
2007 J jnl
A Complexity Scalable Universal DCT Domain Image Resizing Algorithm.
IEEE Trans. Circuits Syst. Video Technol.
Carlos Salazar-Lazaro, Trac D. Tran
2007 — conf
An 8×8 IEEE-Compliant Lifting-Based Multiplierless IDCT Structure and Algorithm.
ICASSP (1)
Lijie Liu, Trac D. Tran
2007 Misc conf
Discrete-Time Dithering Technique for Designing Time-Varying Signal Adapted Filter Banks.
CISS
Peter G. Vouras, Trac D. Tran
2007 Misc conf
General Reconstruction of Laplacian Pyramid and its Dual Frame Solutions.
CISS
Lijie Liu, Lu Gan, Trac D. Tran
2007 — conf
Multiple Description Image Codingwith Prediction Compensation.
ICIP (6)
Guoqian Sun, Upul Samarawickrama, Jie Liang, Chengjie Tu, Trac D. Tran
2007 — conf
Optical Flow Approximation of Sub-Pixel Accurate Block Matching for Video Coding.
ICASSP (1)
Yu M. Chi, Trac D. Tran, Ralph Etienne-Cummings
2007 — conf
Paraunitary Filter Bank Design using Derivative Constraints.
ICASSP (3)
Peter G. Vouras, Trac D. Tran
2007 Misc conf
Rate-Distortion Analysis of Multiplierless Lifting-based IDCT Approximations.
CISS
Lijie Liu, Trac D. Tran
2007 J jnl
Undersampled Boundary Pre-/Postfilters for Low Bit-Rate DCT-Based Block Coders.
IEEE Trans. Image Process.
Lu Gan, Chengjie Tu, Jie Liang, Trac D. Tran, Kai-Kuang Ma
2007 J jnl
Wiener Filter-Based Error Resilient Time-Domain Lapped Transform.
IEEE Trans. Image Process.
Jie Liang, Chengjie Tu, Lu Gan, Trac D. Tran, Kai-Kuang Ma
2006 J jnl
A Complete Image Compression Scheme Based on Overlapped Block Transform with Post-Processing.
EURASIP J. Adv. Signal Process.
Chiman Kwan, Baoxin Li, Roger Xu, X. Li, Trac D. Tran, T. Nguyen
2006 B conf
A More Efficient and Video Friendly Spatial Resizing Algorithm.
ICIP
Carlos Salazar-Lazaro, Trac D. Tran
2006 Misc conf
Design of FIR Paraunitary Approximations to Principal Component Filter Banks.
CISS
Peter G. Vouras, Trac D. Tran
2006 J jnl
Error resilient pre/post-filtering for DCT-based block coding systems.
IEEE Trans. Image Process.
Chengjie Tu, Trac D. Tran, Jie Liang
2006 C conf
JPEG-compliant image coding with adaptive pre-/post-filtering.
ISCAS
Lijie Liu, Wei Dai, Trac D. Tran
2006 B conf
Multiplierless Design of Biorthogonal Dual-Tree Complex Wavelet Transform using Lifting Scheme.
ICIP
Adeel Abbas, Trac D. Tran
2006 — conf
Two-Dimensional Wiener Filters for Error Resilient Time Domain Lapped Transform.
ICASSP (3)
Jie Liang, Xin Li, Guoqian Sun, Trac D. Tran
2005 B conf
Adaptive Block-Based Image Coding with Pre-/Post-Filtering.
DCC
Wei Dai, Lijie Liu, Trac D. Tran
2005 — conf
Fast approximations of the orthogonal dual-tree wavelet bases.
ICASSP (4)
Adeel Abbas, Trac D. Tran
2005 — conf
Flexible resizing algorithms for video transcoding.
ISCAS (2)
Carlos Salazar-Lazaro, Trac D. Tran
2005 J jnl
Optimal block boundary pre/postfiltering for wavelet-based image and video compression.
IEEE Trans. Image Process.
Jie Liang, Chengjie Tu, Trac D. Tran
2005 — conf
Wiener Filtering for Generalized Error Resilient Time Domain Lapped Transform.
ICASSP (2)
Jie Liang, Chengjie Tu, Trac D. Tran, Lu Gan
2004 B conf
On resizing images in the dct domain.
ICIP
Carlos Salazar-Lazaro, Trac D. Tran
2004 B conf
Optimal block boundary pre/post-filtering for wavelet-based image and video compression.
ICIP
Jie Liang, Chengjie Tu, Trac D. Tran
2004 B conf
Over-sampled and under-sampled Pre/post-filters for block DCT coders.
ICIP
Chengjie Tu, Trac D. Tran, Jie Liang
2003 J jnl
A class of regular biorthogonal linear-phase filterbanks: theory, structure, and application in image coding.
IEEE Trans. Signal Process.
Soontorn Oraintara, Trac D. Tran, Truong Q. Nguyen
2003 J jnl
Adaptive runlength coding.
IEEE Signal Process. Lett.
Chengjie Tu, Jie Liang, Trac D. Tran
2003 J jnl
DCT-based general structure for linear-phase paraunitary filterbanks.
IEEE Trans. Signal Process.
Jie Liang, Trac D. Tran, Ricardo L. de Queiroz
2003 — conf
Error resilient pre-/post-filtering for DCT-based block coding systems.
ICASSP (3)
Chengjie Tu, Trac D. Tran, Jie Liang
2003 A conf
Error resilient pre-/post-filtering for DCT-based block coding systems.
ICME
Chengjie Tu, Trac D. Tran, Jie Liang
2003 J jnl
Lapped transform via time-domain pre- and post-filtering.
IEEE Trans. Signal Process.
Trac D. Tran, Jie Liang, Chengjie Tu
2003 — conf
On efficient implementation of oversampled linear phase perfect reconstruction filter banks.
ICASSP (6)
Jie Liang, Lu Gan, Chengjie Tu, Trac D. Tran, Kai-Kuang Ma
2003 A conf
On efficient implementation of oversampled linear phase perfect reconstruction filter banks.
ICME
Jie Liang, Lu Gan, Chengjie Tu, Trac D. Tran, Kai-Kuang Ma
2003 J jnl
Regularity-constrained pre- and post-filtering for block DCT-based systems.
IEEE Trans. Signal Process.
Wei Dai, Trac D. Tran
2002 J jnl
A family of lapped regular transforms with integer coefficients.
IEEE Trans. Signal Process.
Masaaki Ikehara, Trac D. Tran, Truong Q. Nguyen
2002 Misc conf
Adaptive pre- and post-filtering for block based systems.
ICASSP
Sachin Gangaputra, Trac D. Tran
2002 — conf
Adaptive runlength coding.
ICIP (2)
Chengjie Tu, Trac D. Tran, Jie Bang
2002 J jnl
Context-based entropy coding of block transform coefficients for image compression.
IEEE Trans. Image Process.
Chengjie Tu, Trac D. Tran
2002 Misc conf
DCT-based general structure for linear phase paraunitary filter banks.
ICASSP
Jie Liang, Trac D. Tran
2002 — conf
Further results on DCT-based linear phase paraunitary filter banks.
ICIP (2)
Jie Liang, Trac D. Tran
2002 — conf
Integer- and rational-coefficient M-band wavelet.
ISCAS (3)
Wei Dai, Trac D. Tran, Soontorn Oraintara, Truong Q. Nguyen
2002 Misc conf
Multiplierless approximation of transforms using lifting scheme and coordinate descent with adder constraint.
ICASSP
Ying-Jui Chen, Soontorn Oraintara, Trac D. Tran, Kevin Amaratunga, Truong Q. Nguyen
2002 J jnl
Multiplierless approximation of transforms with adder constraint.
IEEE Signal Process. Lett.
Ying-Jui Chen, Soontorn Oraintara, Trac D. Tran, Kevin Amaratunga, Truong Q. Nguyen
2002 — conf
On context-based entropy coding of block transform coefficients.
ICIP (2)
Chengjie Tu, Trac D. Tran
2002 J jnl
On the completeness of the lattice factorization for linear-phase perfect reconstruction filter banks.
IEEE Signal Process. Lett.
Lu Gan, Kai-Kuang Ma, Truong Q. Nguyen, Trac D. Tran, Ricardo L. de Queiroz
2002 — conf
Rate-distortion optimization of macroblock-based progressive fine granularity scalable video codec.
ISCAS (4)
Xiaodong Fan, Guobin Shen, Shipeng Li, Trac D. Tran, Ya-Qin Zhang
2001 J jnl
Fast multiplierless approximations of the DCT with the lifting scheme.
IEEE Trans. Signal Process.
Jie Liang, Trac D. Tran
2001 J jnl
Lattice structure for regular paraunitary linear-phase filterbanks and M-band orthogonal symmetric wavelets.
IEEE Trans. Signal Process.
Soontorn Oraintara, Trac D. Tran, Peter N. Heller, Truong Q. Nguyen
2000 Misc conf
GenLOT optimization techniques for seismic data compression.
ICASSP
Laurent C. Duval, Van Bui-Tran, Truong Q. Nguyen, Trac D. Tran
2000 J jnl
Linear-phase perfect reconstruction filter bank: lattice structure, design, and application in image coding.
IEEE Trans. Signal Process.
Trac D. Tran, Ricardo L. de Queiroz, Truong Q. Nguyen
2000 B conf
Optimizing Block-Threshold Segmentation for MRC Compression.
ICIP
Ricardo L. de Queiroz, Zhigang Fan, Trac D. Tran
2000 J jnl
Optimizing block-thresholding segmentation for multilayer compression of compound images.
IEEE Trans. Image Process.
Ricardo L. de Queiroz, Zhigang Fan, Trac D. Tran
2000 B conf
Seismic Data Compression Using GENLOT: Towards "Optimality"?
Data Compression Conference
Laurent C. Duval, Van Bui-Tran, Truong Q. Nguyen, Trac D. Tran
2000 J jnl
The LiftLT: fast-lapped transforms via lifting steps.
IEEE Signal Process. Lett.
Trac D. Tran
2000 J jnl
The binDCT: fast multiplierless approximation of the DCT.
IEEE Signal Process. Lett.
Trac D. Tran
2000 — conf
Wavelet-based image retrieval algorithm via mutual information.
Storage and Retrieval for Media Databases
Vikrant Kasarabada, Erdogan Simsek, Trac D. Tran
1999 — conf
A Fast Multiplierless Block Transform for Image and Video Compression.
ICIP (3)
Trac D. Tran
1999 J jnl
A progressive transmission image coder using linear phase uniform filterbanks as block transforms.
IEEE Trans. Image Process.
Trac D. Tran, Truong Q. Nguyen
1999 J jnl
Linear phase paraunitary filter bank with filters of different lengths and its application in image compression.
IEEE Trans. Signal Process.
Trac D. Tran, Masaaki Ikehara, Truong Q. Nguyen
1999 — conf
Local Zerotree Coding.
ICIP (2)
Trac D. Tran
1999 — conf
The LIFTLT: Fast Lapped Transform Via Lifting Steps.
ICIP (2)
Trac D. Tran
1998 — conf
A GenLOT-based Progressive Image Coder for Low Resolution Images.
ICIP (2)
Mika Helsingius, Trac D. Tran, Truong Q. Nguyen
1998 — conf
Generalized Lapped Biorthogonal Transforms with Integer Coefficients.
ICIP (3)
Masaaki Ikehara, Trac D. Tran, Truong Q. Nguyen
1998 — conf
The Variable-Length Generalized Lapped Biorthogonal Transform.
ICIP (3)
Trac D. Tran, Ricardo L. de Queiroz, Truong Q. Nguyen
1998 Misc conf
The generalized lapped biorthogonal transform.
ICASSP
Trac D. Tran, Ricardo L. de Queiroz, Truong Q. Nguyen
1996 Misc conf
A locally adaptive perceptual masking threshold model for image coding.
ICASSP
Trac D. Tran, Robert J. Safranek