Trac D. Tran

发表

Perceptually Lossless Image Compression with Error Recovery

Chiman Kwan, Eric Shang, Trac D. Tran, 2018, ICVISP.

Robust and adaptive extraction of RFI signals from ultra-wideband radar data

Lam H. Nguyen, Trac D. Tran, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Integer- and rational-coefficient M-band wavelet

Truong Q. Nguyen, Wei Dai, Trac D. Tran, 2002, 2002 IEEE International Symposium on Circuits and Systems. Proceedings (Cat. No.02CH37353).

Effects of linear projections on the performance of target detection and classification in hyperspectral imagery

Trac D. Tran, Yi Chen, Nasser M. Nasrabadi, 2011 .

Hyperspectral Image Classification Using Dictionary-Based Sparse Representation

Trac D. Tran, Nasser M. Nasrabadi, Yi Chen, 2011, IEEE Transactions on Geoscience and Remote Sensing.

Deep CNN for Extraction of Sidelobes from SAR Imagery in Spectrally Restricted Environment

Lam H. Nguyen, Trac D. Tran, 2019, 2019 53rd Asilomar Conference on Signals, Systems, and Computers.

Generative adversarial networks for recovering missing spectral information

Lam H. Nguyen, Trac D. Tran, Dung N. Tran, 2018, 2018 IEEE Radar Conference (RadarConf18).

S3D: Stacking Segmental P3D for Action Quality Assessment

Gregory D. Hager, Austin Reiter, Ye Tian, 2018, 2018 25th IEEE International Conference on Image Processing (ICIP).

Error resilient pre-/post-filtering for DCT-based block coding systems

Trac D. Tran, Jie Liang, Chengjie Tu, 2003, 2003 International Conference on Multimedia and Expo. ICME '03. Proceedings (Cat. No.03TH8698).

Structured sparse representation with low-rank interference

Trac D. Tran, Minh Dao, Yuanming Suo, 2014, 2014 48th Asilomar Conference on Signals, Systems and Computers.

Context-based entropy coding of block transform coefficients for image compression

Trac D. Tran, Chengjie Tu, 2002, IEEE Trans. Image Process..

JPEG-compliant image coding with adaptive pre-/post-filtering

Wei Dai, Trac D. Tran, Lijie Liu, 2006, 2006 IEEE International Symposium on Circuits and Systems.

Live demonstration: A closed loop Compressive Sensing neural recording system

Refet Firat Yazicioglu, Ralph Etienne-Cummings, Trac D. Tran, 2014, 2014 IEEE Biomedical Circuits and Systems Conference (BioCAS) Proceedings.

Iterative Convex Refinement for Sparse Recovery

Trac D. Tran, Vishal Monga, Hojjat Seyed Mousavi, 2015, IEEE Signal Processing Letters.

Interpretable exemplar-based shape classification using constrained sparse linear models

Jerry L. Prince, Trac D. Tran, Gunnar A. Sigurdsson, 2015, Medical Imaging.

Target Tracking and Classification Using Compressive Measurements of MWIR and LWIR Coded Aperture Cameras

Ralph Etienne-Cummings, Chiman Kwan, Trac D. Tran, 2019, Journal of Signal and Information Processing.

Distributed compressed video sensing

Trac D. Tran, Yi Chen, Thong T. Do, 2009, ICIP.

Lifting-based Laplacian Pyramid reconstruction schemes

Trac D. Tran, Lu Gan, Lijie Liu, 2008, 2008 15th IEEE International Conference on Image Processing.

Hyperspectral Image Classification via Kernel Sparse Representation

Trac D. Tran, Nasser M. Nasrabadi, Yi Chen, 2011, IEEE Transactions on Geoscience and Remote Sensing.

Rational canonical form of polyphase matrices with applications to designing paraunitary filter banks

Trac D. Tran, Michael Ching, Peter G. Vouras, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Multiple Description Image Codingwith Prediction Compensation

Trac D. Tran, Jie Liang, Chengjie Tu, 2007, 2007 IEEE International Conference on Image Processing.

Rate-Distortion Analysis of Multiplierless Lifting-based IDCT Approximations

Trac D. Tran, Lijie Liu, 2007, 2007 41st Annual Conference on Information Sciences and Systems.

Flexible resizing algorithms for video transcoding

Trac D. Tran, Carlos Salazar-Lazaro, 2005, 2005 IEEE International Symposium on Circuits and Systems.

2D+3D Facial Expression Recognition via Discriminative Dynamic Range Enhancement and Multi-Scale Learning pdf

Trac D. Tran, Guangming Shi, Yang Jiao, 2020, ArXiv.

The generalized lapped biorthogonal transform

Truong Q. Nguyen, Trac D. Tran, Ricardo L. de Queiroz, 1998, Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98 (Cat. No.98CH36181).

Temporal rate up-conversion of synthetic aperture radar via low-rank matrix recovery

Lam H. Nguyen, Trac D. Tran, Minh Dao, 2013, 2013 IEEE International Conference on Image Processing.

Stepwise Optimal Subspace Pursuit for Improving Sparse Recovery

Trac D. Tran, Sanjeev Khudanpur, Balakrishnan Varadarajan, 2011, IEEE Signal Processing Letters.

Robust recovery of synthetic aperture radar data from uniformly under-sampled measurements

Lam H. Nguyen, Trac D. Tran, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Fast-lapped transform for image coding

Trac D. Tran, Ricardo L. de Queiroz, 2000, Electronic Imaging.

Subspace vertex pursuit for separable non-negative matrix factorization in hyperspectral unmixing

Trac D. Tran, Nasser M. Nasrabadi, Xiaoxia Sun, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Robust video transmission using Layered Compressed Sensing

Trac D. Tran, Nam P. Nguyen, Lu Gan, 2009, 2009 IEEE International Workshop on Multimedia Signal Processing.

Sparsity-based face recognition using discriminative graphical models

Trac D. Tran, Vishal Monga, Yi Chen, 2011, 2011 Conference Record of the Forty Fifth Asilomar Conference on Signals, Systems and Computers (ASILOMAR).

Pose-Selective Max Pooling for Measuring Similarity

Trac D. Tran, Xiang Xiang, 2016, VAAM/FFER@ICPR.

Approximate Message Passing with Built-in Parameter Estimation for Sparse Signal Recovery pdf

Trac D. Tran, Shuai Huang, T. Tran, 2016, ArXiv.

Adaptive block-based image coding with pre-/post-filtering

Wei Dai, Trac D. Tran, Lijie Liu, 2005, Data Compression Conference.

The variable-length generalized lapped biorthogonal transform

Truong Q. Nguyen, Trac D. Tran, Ricardo L. de Queiroz, 1998, Proceedings 1998 International Conference on Image Processing. ICIP98 (Cat. No.98CB36269).

Fast and Efficient Compressive Sensing Using Structurally Random Matrices

Trac D. Tran, Lu Gan, Thong T. Do, 2011, IEEE Transactions on Signal Processing.

A short review of well-known image codecs and observations and root cause of some strange behaviors in image compression codecs

Chiman Kwan, Trac D. Tran, Bence Budavari, 2020, Signal Image Video Process..

Wavelet-based image retrieval algorithm via mutual information

Trac D. Tran, Vikrant Kasarabada, Erdogan Simsek, 1999, Electronic Imaging.

Reconstruction of neural action potentials using signal dependent sparse representations

Refet Firat Yazicioglu, Ralph Etienne-Cummings, Trac D. Tran, 2013, 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013).

Two-Dimensional Wiener Filters for Error Resilient Time Domain Lapped Transform

Xin Li, Trac D. Tran, Jie Liang, 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

Generalized lapped biorthogonal transforms with integer coefficients

Truong Q. Nguyen, Masaaki Ikehara, Trac D. Tran, 1998, Proceedings 1998 International Conference on Image Processing. ICIP98 (Cat. No.98CB36269).

An Efficient and Compact Compressed Sensing Microsystem for Implantable Neural Recordings

Refet Firat Yazicioglu, Ralph Etienne-Cummings, Trac D. Tran, 2014, IEEE Transactions on Biomedical Circuits and Systems.

Interference separation for UWB radar signals from entropy-driven robust PCA

Lam H. Nguyen, Trac D. Tran, 2017, 2017 IEEE Radar Conference (RadarConf).

Adaptive pre- and post-filtering for block based systems

Trac D. Tran, Sachin Gangaputra, 2002, 2002 IEEE International Conference on Acoustics, Speech, and Signal Processing.

A dictionary learning algorithm for multi-channel neural recordings

Ralph Etienne-Cummings, Trac D. Tran, Yuanming Suo, 2014, 2014 IEEE Biomedical Circuits and Systems Conference (BioCAS) Proceedings.

Segmentation of thalamus from MR images via task-driven dictionary learning

Aaron Carass, Jerry L. Prince, Trac D. Tran, 2016, SPIE Medical Imaging.

A class of regular biorthogonal linear-phase filterbanks: theory, structure, and application in image coding

Truong Q. Nguyen, Trac D. Tran, Soontorn Oraintara, 2003, IEEE Trans. Signal Process..

Sparse signal recovery based on nonconvex entropy minimization

Trac D. Tran, Dung N. Tran, Shuai Huang, 2016, 2016 IEEE International Conference on Image Processing (ICIP).

Seismic data compression using GenLOT: towards "optimality"?

Truong Q. Nguyen, Trac D. Tran, Laurent Duval, 2000, Proceedings DCC 2000. Data Compression Conference.

Block Transforms in Progressive Image Coding

Truong Q. Nguyen, Trac D. Tran, T. Tran, 2002 .

Performance comparison of JPEG2000 and H.264/AVC high profile intra-frame coding on HD video sequences

Trac D. Tran, Wei Dai, Pankaj Topiwala, 2006, SPIE Optics + Photonics.

Further results on DCT-based linear phase paraunitary filter banks

Trac D. Tran, Jie Liang, 2002, Proceedings. International Conference on Image Processing.

Robust Lasso With Missing and Grossly Corrupted Observations

Trac D. Tran, Nam H. Nguyen, T. Tran, 2011, IEEE Transactions on Information Theory.

Projection-based block-matching motion estimation

Jerry L. Prince, Trac D. Tran, Chengjie Tu, 2000, SPIE Optics + Photonics.

Structured Priors for Sparse-Representation-Based Hyperspectral Image Classification

Trac D. Tran, Nasser M. Nasrabadi, Xiaoxia Sun, 2014, IEEE Geoscience and Remote Sensing Letters.

A Complexity Scalable Universal DCT Domain Image Resizing Algorithm

Trac D. Tran, Carlos Salazar-Lazaro, T. Tran, 2007, IEEE Transactions on Circuits and Systems for Video Technology.

Optimal Pre- and Post-Processing for JPEG2000 Tiling Artifact Removal

Trac D. Tran, Jie Liang, Chengjie Tu, 2003 .

Sparse Coding and Autoencoders

Trac D. Tran, Sang Peter Chin, Ashish Arora, 2017, 2018 IEEE International Symposium on Information Theory (ISIT).

Deep Image-to-Image Recurrent Network with Shape Basis Learning for Automatic Vertebra Labeling in Large-Scale 3D CT Volumes

Daguang Xu, Dorin Comaniciu, Shaohua Kevin Zhou, 2017, MICCAI.

Structured sparse priors for image classification

Trac D. Tran, Vishal Monga, Yuanming Suo, 2013, ICIP.

Hyperspectral Image Classification via Kernel Sparse Representation

Trac D. Tran, Yi Chen, Nasser M. Nasrabadi, 2013, IEEE Trans. Geosci. Remote. Sens..

Task-Driven Dictionary Learning for Hyperspectral Image Classification With Structured Sparsity Constraints

Trac D. Tran, Nasser M. Nasrabadi, Xiaoxia Sun, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Fast compressive imaging using scrambled block Hadamard ensemble

Trac D. Tran, Lu Gan, Thong T. Do, 2008, 2008 16th European Signal Processing Conference.

An Unsupervised Compressed Sensing Algorithm for Multi-Channel Neural Recording and Spike Sorting

Ralph Etienne-Cummings, Trac D. Tran, Emad N. Eskandar, 2018, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

Modern Transform Design for Practical Audio/Image/Video Coding Applications

Trac D. Tran, 2014 .

A provable nonconvex model for factoring nonnegative matrices

Trac D. Tran, Dung N. Tran, Sang Peter Chin, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Discriminative Local Sparse Representations for Robust Face Recognition pdf

Trac D. Tran, Vishal Monga, Yi Chen, 2011, ArXiv.

Hierarchical Sparse and Collaborative Low-Rank representation for emotion recognition

Gregory D. Hager, Trac D. Tran, Xiang Xiang, 2014, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

RFI-radar signal separation via simultaneous low-rank and sparse recovery

Lam H. Nguyen, Trac D. Tran, 2016, 2016 IEEE Radar Conference (RadarConf).

Subspace Vertex Pursuit: A Fast and Robust Near-Separable Nonnegative Matrix Factorization Method for Hyperspectral Unmixing

Trac D. Tran, Nasser M. Nasrabadi, Qing Qu, 2015, IEEE Journal of Selected Topics in Signal Processing.

Kernel sparse representation for hyperspectral target detection

Trac D. Tran, Yi Chen, Nasser M. Nasrabadi, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Multi-sensor classification via sparsity-based representation with low-rank interference

Trac D. Tran, Nasser M. Nasrabadi, Minh Dao, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Discriminative dictionary design using LVQ for hyperspectral image classification

Trac D. Tran, Nasser M. Nasrabadi, Yi Chen, 2012, 2012 4th Workshop on Hyperspectral Image and Signal Processing (WHISPERS).

Perceptually Lossless Compression with Error Concealment for Periscope and Sonar Videos

Chiman Kwan, Eric Shang, Trac D. Tran, 2019 .

Distributed Compressed Video Sensing

Trac D. Tran, Nam P. Nguyen, Lu Gan, 2009, 2009 43rd Annual Conference on Information Sciences and Systems.

Random projection as dimensionality reduction and its effect on classical target recognition and anomaly detection techniques

Trac D. Tran, Nasser M. Nasrabadi, Yi Chen, 2011, 2011 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Structured Sparse Priors for Image Classification

Trac D. Tran, Vishal Monga, Minh Dao, 2013, IEEE Transactions on Image Processing.

Effects of random measurements on the performance of target detection in hyperspectral imagery

Trac D. Tran, Yi Chen, Nasser M. Nasrabadi, 2011, Defense + Commercial Sensing.

Optical Flow Approximation of Sub-Pixel Accurate Block Matching for Video Coding

Ralph Etienne-Cummings, Trac D. Tran, Yu M. Chi, 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

Error resilient pre-/post-filtering for DCT-based block coding systems

Trac D. Tran, Jie Liang, Chengjie Tu, 2003, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..

RECONSTRUCTION-FREE DEEP CONVOLUTIONAL NEURAL NETWORKS FOR PARTIALLY OBSERVED IMAGES

Trac D. Tran, Sang Peter Chin, Muyinatu A. Lediju Bell, 2018, 2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP).

Simultaneous Joint Sparsity Model for Target Detection in Hyperspectral Imagery

Trac D. Tran, Nasser M. Nasrabadi, Yi Chen, 2011, IEEE Geoscience and Remote Sensing Letters.

Detecting Burnscar from Hyperspectral Imagery via Sparse Representation with Low-Rank Interference pdf

Chiman Kwan, Trac D. Tran, Bulent Ayhan, 2016, ArXiv.

Sparsity-based classification of hyperspectral imagery

Trac D. Tran, Nasser M. Nasrabadi, Yi Chen, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

A fast and efficient algorithm for low rank matrix recovery from incomplete observations

Trac D. Tran, Nam P. Nguyen, Yi Chen, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Optimal block boundary pre/postfiltering for wavelet-based image and video compression

Trac D. Tran, Jie Liang, Chengjie Tu, 2005, IEEE Transactions on Image Processing.

A progressive transmission image coder using linear phase uniform filterbanks as block transforms

Truong Q. Nguyen, Trac D. Tran, 1999, IEEE Trans. Image Process..

Practical algorithms for compressive sensing and their applications to multimedia processing

Trac D. Tran, Thong T. Do, 2010 .

Kernel sparse representation for hyperspectral target detection

Trac D. Tran, Nasser M. Nasrabadi, Yi Chen, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

A family of lapped regular transforms with integer coefficients

Truong Q. Nguyen, Masaaki Ikehara, Trac D. Tran, 2002, IEEE Trans. Signal Process..

Optimizing block-threshold segmentation for MRC compression

Trac D. Tran, Ricardo L. de Queiroz, Zhigang Fan, 2000, Proceedings 2000 International Conference on Image Processing (Cat. No.00CH37101).

Nonnegative matrix factorization with gradient vertex pursuit

Trac D. Tran, Dung N. Tran, Sang Peter Chin, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Compressed sensing block-wise exposure control algorithm using optical flow estimation

Ralph Etienne-Cummings, Trac D. Tran, Sang Peter Chin, 2015, 2015 IEEE Biomedical Circuits and Systems Conference (BioCAS).

Error resilient DCT image coding with pre/post-filtering and Wiener filtering

Trac D. Tran, Jie Liang, Chengjie Tu, 2005, Visual Communications and Image Processing.

Transferring Face Verification Nets To Pain and Expression Regression pdf

Gregory D. Hager, Austin Reiter, Trac D. Tran, 2017, ArXiv.

Transferring a Face Verification Network for Expression Intensity Regression

Gregory D. Hager, Austin Reiter, Trac D. Tran, 2017 .

From 16-bit to high-accuracy IDCT approximation: fruits of single architecture affliation

Trac D. Tran, Pankaj Topiwala, Lijie Liu, 2007, SPIE Optical Engineering + Applications.

Target tracking and classification using compressive sensing camera for SWIR videos

Ralph Etienne-Cummings, Chiman Kwan, Trac D. Tran, 2019, Signal, Image and Video Processing.

Group structured dirty dictionary learning for classification

Trac D. Tran, Vishal Monga, Hojjat Seyed Mousavi, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

Modern transform design for advanced image/video coding applications

Trac D. Tran, Pankaj Topiwala, 2008, Optical Engineering + Applications.

Discrete-Time Dithering Technique for Designing Time-Varying Signal Adapted Filter Banks

Trac D. Tran, Peter G. Vouras, T. Tran, 2007, 2007 41st Annual Conference on Information Sciences and Systems.

Exploiting Sparsity in Hyperspectral Image Classification via Graphical Models

Trac D. Tran, Nasser M. Nasrabadi, Vishal Monga, 2013, IEEE Geoscience and Remote Sensing Letters.

A locally adaptive perceptual masking threshold model for image coding

Trac D. Tran, Robert J. Safranek, T. Tran, 1996, 1996 IEEE International Conference on Acoustics, Speech, and Signal Processing Conference Proceedings.

Detection and Confirmation of Multiple Human Targets Using Pixel-Wise Code Aperture Measurements

Ralph Etienne-Cummings, Chiman Kwan, Trac D. Tran, 2020, J. Imaging.

Hierarchical sparse modeling using Spike and Slab priors

Trac D. Tran, Vishal Monga, Minh Dao, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Wiener Filter-Based Error Resilient Time-Domain Lapped Transform

Kai-Kuang Ma, Trac D. Tran, Lu Gan, 2007, IEEE Transactions on Image Processing.

Video frame interpolation via weighted robust principal component analysis

Trac D. Tran, Minh Dao, Yuanming Suo, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Spectral Gaps Extrapolation for Stepped-Frequency SAR via Generative Adversarial Networks

Trac D. Tran, Dung N. Tran, Lam Nguyen, 2019, 2019 IEEE Radar Conference (RadarConf).

Targeted Dot Product Representation for friend recommendation in online social networks

Trac D. Tran, Nam P. Nguyen, Minh Dao, 2015, 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

Supervised Multilayer Sparse Coding Networks for Image Classification pdf

Trac D. Tran, Nasser M. Nasrabadi, Xiaoxia Sun, 2017, ArXiv.

Multiple Description Coding With Prediction Compensation

Chao Tian, Trac D. Tran, Jie Liang, 2009, IEEE Transactions on Image Processing.

Hyperspectral abundance estimation for the generalized bilinear model with joint sparsity constraint

Trac D. Tran, Nasser M. Nasrabadi, Qing Qu, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Sparse coding with fast image alignment via large displacement optical flow

Trac D. Tran, Nasser M. Nasrabadi, Xiaoxia Sun, 2015, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Multiplierless approximation of transforms using lifting scheme and coordinate descent with adder constraint

Truong Q. Nguyen, Trac D. Tran, Soontorn Oraintara, 2002, 2002 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Spatiotemporal compressed sensing for video compression

Ralph Etienne-Cummings, Trac D. Tran, Jie Zhang, 2017, 2017 IEEE 60th International Midwest Symposium on Circuits and Systems (MWSCAS).

Local computation and estimation of wavelet coefficients in the dual-tree complex wavelet transform

Trac D. Tran, Iman A. El-Shehaby, 2008, 2008 IEEE International Symposium on Circuits and Systems.

Regularity-constrained pre- and post-filtering for block DCT-based systems

Wei Dai, Trac D. Tran, T. Tran, 2003, IEEE Trans. Signal Process..

Efficient and Robust RFI Extraction Via Sparse Recovery

Lam H. Nguyen, Trac D. Tran, T. Tran, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Endmember extraction in hyperspectral images using l-1 minimization and linear complementary programming

Chiman Kwan, Trac D. Tran, Bulent Ayhan, 2010, Defense + Commercial Sensing.

A Generative Adversarial Neural Network for Beamforming Ultrasound Images Invited Presentation

Austin Reiter, Trac D. Tran, Muyinatu A. Lediju Bell, 2019, 2019 53rd Annual Conference on Information Sciences and Systems (CISS).

Fast and efficient dimensionality reduction using Structurally Random Matrices

Trac D. Tran, Nam P. Nguyen, Lu Gan, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Real Time Compressive Sensing Video Reconstruction in Hardware

Ralph Etienne-Cummings, Garrick Orchard, Trac D. Tran, 2012, IEEE Journal on Emerging and Selected Topics in Circuits and Systems.

Rational Coefficient Dual-Tree Complex Wavelet Transform: Design and Implementation

Trac D. Tran, Adeel Abbas, 2008, IEEE Transactions on Signal Processing.

Optimizing block-thresholding segmentation for multilayer compression of compound images

Trac D. Tran, Ricardo L. de Queiroz, Zhigang Fan, 2000, IEEE Trans. Image Process..

On efficient implementation of oversampled linear phase perfect reconstruction filter banks

Kai-Kuang Ma, Trac D. Tran, Lu Gan, 2003, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..

Deep Learning to Obtain Simultaneous Image and Segmentation Outputs From a Single Input of Raw Ultrasound Channel Data

Muyinatu A. Lediju Bell, Trac D. Tran, Austin Reiter, 2020, IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control.

Sparse signal recovery using generalized approximate message passing with built-in parameter estimation

Trac D. Tran, Shuai Huang, T. Tran, 2016, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

A fast and efficient algorithm for low-rank approximation of a matrix

Trac D. Tran, Thong T. Do, Nam H. Nguyen, 2009, STOC '09.

Undersampled Boundary Pre-/Postfilters for Low Bit-Rate DCT-Based Block Coders

Kai-Kuang Ma, Trac D. Tran, Lu Gan, 2007, IEEE Transactions on Image Processing.

Deep Learning Based Target Tracking and Classification for Infrared Videos Using Compressive Measurements

Chiman Kwan, Trac D. Tran, Bryan Chou, 2019, Journal of Signal and Information Processing.

Reducing Sampling Ratios and Increasing Number of Estimates Improve Bagging in Sparse Regression

Trac D. Tran, Sang Peter Chin, Luoluo Liu, 2018, 2019 53rd Annual Conference on Information Sciences and Systems (CISS).

Separation of radio-frequency interference from SAR signals via dictionary learning

Lam H. Nguyen, Trac D. Tran, T. Tran, 2018, 2018 IEEE Radar Conference (RadarConf18).

Error concealment via 3-mode tensor approximation

Trac D. Tran, Minh Dao, Dzung T. Nguyen, 2011, 2011 18th IEEE International Conference on Image Processing.

A Comparison of Compression Codecs for Maritime and Sonar Images in Bandwidth Constrained Applications

Chiman Kwan, Eric Shang, Trac D. Tran, 2019, Comput..

A fast multiplierless block transform for image and video compression

Trac D. Tran, 1999, Proceedings 1999 International Conference on Image Processing (Cat. 99CH36348).

A sparsity-driven joint image registration and change detection technique for SAR imagery

Lam H. Nguyen, Trac D. Tran, T. Tran, 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

A Scale Invariant Flatness Measure for Deep Network Minima pdf

Trac D. Tran, Akshay Rangamani, Dzung T. Phan, 2019, ArXiv.

High-speed compressed sensing measurement using spectrally-encoded ultrafast laser pulses

Trac D. Tran, Dung N. Tran, Sang Peter Chin, 2015, 2015 49th Annual Conference on Information Sciences and Systems (CISS).

Fast dimension reduction through random permutation

Trac D. Tran, Lu Gan, Thong T. Do, 2010, 2010 IEEE International Conference on Image Processing.

An 8×8 IEEE-Compliant Lifting-Based Multiplierless IDCT Structure and Algorithm

Trac D. Tran, Lijie Liu, 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

Robust face recognition using locally adaptive sparse representation

Trac D. Tran, Thong T. Do, Yi Chen, 2010, 2010 IEEE International Conference on Image Processing.

Regularity-constrained pre- and post-filtering for block-based coding and communication systems

Trac D. Tran, Wei Dai, 2001 .

High-performance low-power BinDCT coprocessor for wireless video applications

Truong Q. Nguyen, Trac D. Tran, Philip P. Dang, 2004, IS&T/SPIE Electronic Imaging.

Abundance Estimation for Bilinear Mixture Models via Joint Sparse and Low-Rank Representation

Trac D. Tran, Nasser M. Nasrabadi, Qing Qu, 2014, IEEE Transactions on Geoscience and Remote Sensing.

Rate-distortion optimization of macroblock-based progressive fine granularity scalable video codec

Shipeng Li, Trac D. Tran, Guobin Shen, 2002, 2002 IEEE International Symposium on Circuits and Systems. Proceedings (Cat. No.02CH37353).

Robust multi-sensor classification via joint sparse representation

Trac D. Tran, Nasser M. Nasrabadi, Nam H. Nguyen, 2011, 14th International Conference on Information Fusion.

Video error concealment using sparse recovery and local dictionaries

Trac D. Tran, Minh Dao, Dzung T. Nguyen, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Task-driven dictionary learning for hyperspectral image classification with structured sparsity priors

Trac D. Tran, Nasser M. Nasrabadi, Xiaoxia Sun, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

Exact Recoverability From Dense Corrupted Observations via $\ell _{1}$-Minimization

Trac D. Tran, Nam H. Nguyen, T. Tran, 2011, IEEE Transactions on Information Theory.

Simultaneous sparse recovery for unsupervised hyperspectral unmixing

Trac D. Tran, Yi Chen, Sang Peter Chin, 2011, Defense + Commercial Sensing.

Dimensionality reduction for image classification via mutual information maximization

Trac D. Tran, Shuai Huang, 2016, 2016 IEEE International Conference on Image Processing (ICIP).

On M-channel linear phase FIR filter banks and application in image compression

Truong Q. Nguyen, Trac D. Tran, 1997, IEEE Trans. Signal Process..

Optical Flow Estimation via Motion Feature Recovery pdf

Guangming Shi, Trac D. Tran, Yang Jiao, 2021, ArXiv.

Deep Learning Based Target Tracking and Classification Directly in Compressive Measurement for Low Quality Videos

Chiman Kwan, Trac D. Tran, Bryan Chou, 2019, Signal & Image Processing : An International Journal.

Computationally scalable spatial resizing of dct domain compressed images and video

Trac D. Tran, Carlos Leroy Salazar, 2007 .

Invariant hierarchical sparse coding for object recognition via bags of atoms

Trac D. Tran, Nasser M. Nasrabadi, Xiaoxia Sun, 2016, 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP).

A fast and efficient heuristic nuclear-norm algorithm for affine rank minimization

Trac D. Tran, Lu Gan, Yi Chen, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Communication Channel Analysis and Real Time Compressed Sensing for High Density Neural Recording Devices

Jie Zhang, Ralph Etienne-Cummings, Trac D. Tran, 2016, IEEE Transactions on Circuits and Systems I: Regular Papers.

Joint sparse and low-rank model for radio-frequency interference suppression in ultra-wideband radar applications

Lam H. Nguyen, Trac D. Tran, Minh Dao, 2014, 2014 48th Asilomar Conference on Signals, Systems and Computers.

Context-based entropy coding of block transform coefficients for image compression

Trac D. Tran, Chengjie Tu, T. Tran, 2001, Optics + Photonics.

Robust joint down- and cross-range sparse recovery of raw ultra-wideband SAR data

Lam H. Nguyen, Trac D. Tran, Sonia Joy, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

Deep Learning-Based Target Tracking and Classification for Low Quality Videos Using Coded Aperture Cameras

Ralph Etienne-Cummings, Chiman Kwan, Trac D. Tran, 2019, Sensors.

Lapped-transform-based video coding

Trac D. Tran, Chengjie Tu, 2001, Optics + Photonics.

Adversarial deep structured nets for mass segmentation from mammograms

Gregory D. Hager, Xiaohui Xie, Trac D. Tran, 2017, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Probabilistic Massive MIMO Channel Estimation with Built-in Parameter Estimation pdf

Trac D. Tran, Shuai Huang, 2020, ArXiv.

CMOS implementation of pixel-wise coded exposure imaging for insect-based sensor node

Ralph Etienne-Cummings, Trac D. Tran, Yuanming Suo, 2015, 2015 IEEE Biomedical Circuits and Systems Conference (BioCAS).

Performance comparison of leading image codecs: H.264/AVC Intra, JPEG2000, and Microsoft HD Photo

Trac D. Tran, Pankaj Topiwala, Lijie Liu, 2007, SPIE Optical Engineering + Applications.

Paraunitary Filter Bank Design using Derivative Constraints

Trac D. Tran, Peter G. Vouras, 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

Recovery of UWB Radar Signals in Spectrally Restricted Environments

Lam H. Nguyen, Trac D. Tran, T. Tran, 2018, 2018 25th IEEE International Conference on Image Processing (ICIP).

Using Deep Learning to Extract Scenery Information in Real Time Spatiotemporal Compressed Sensing

Ralph Etienne-Cummings, Xiao Wang, Trac D. Tran, 2018, 2018 IEEE International Symposium on Circuits and Systems (ISCAS).

The LiftLT: fast-lapped transforms via lifting steps

Trac D. Tran, 2000, IEEE Signal Processing Letters.

Error resilient pre/post-filtering for DCT-based block coding systems

Trac D. Tran, Jie Liang, Chengjie Tu, 2006, IEEE Transactions on Image Processing.

On context-based entropy coding of block transform coefficients

Trac D. Tran, Chengjie Tu, 2002, Proceedings. International Conference on Image Processing.

Radio frequency interference suppression in ultra-wideband synthetic aperture radar using range-azimuth sparse and low-rank model

Lam H. Nguyen, Trac D. Tran, Sonia Joy, 2016, 2016 IEEE Radar Conference (RadarConf).

Sparse Signal Recovery via Generalized Entropy Functions Minimization

Trac D. Tran, Shuai Huang, T. Tran, 2017, IEEE Transactions on Signal Processing.

Critical Points Of An Autoencoder Can Provably Recover Sparsely Used Overcomplete Dictionaries pdf

Trac D. Tran, Sang Peter Chin, Ashish Arora, 2017, ArXiv.

Linear Disentangled Representation Learning for Facial Actions

Trac D. Tran, Xiang Xiang, T. Tran, 2017, IEEE Transactions on Circuits and Systems for Video Technology.

Collaborative Multi-Sensor Classification Via Sparsity-Based Representation

Trac D. Tran, Nasser M. Nasrabadi, Minh Dao, 2014, IEEE Transactions on Signal Processing.

Compressive object tracking and classification using deep learning for infrared videos

Chiman Kwan, Trac D. Tran, Bryan Chou, 2019, Defense + Commercial Sensing.

Low rank representation for bilinear abundance estimation problem

Trac D. Tran, Nasser M. Nasrabadi, Xiaoxia Sun, 2013, 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Live demonstration: A compact all-CMOS spatiotemporal compressed sensing video camera

Ralph Etienne-Cummings, Trac D. Tran, Sang Peter Chin, 2017, 2017 IEEE International Symposium on Circuits and Systems (ISCAS).

Joint sparsity for target detection

Trac D. Tran, Yi Chen, Nasser M. Nasrabadi, 2011, Defense + Commercial Sensing.

Multiplierless Design of Biorthogonal Dual-Tree Complex Wavelet Transform using Lifting Scheme

Trac D. Tran, Adeel Abbas, 2006, 2006 International Conference on Image Processing.

Lapped transform via time-domain pre- and post-filtering

Trac D. Tran, Jie Liang, Chengjie Tu, 2003, IEEE Trans. Signal Process..

Classification for hyperspectral imagery based on sparse representation

Trac D. Tran, Nasser M. Nasrabadi, Yi Chen, 2010, 2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.

Energy-Efficient Multi-Mode Compressed Sensing System for Implantable Neural Recordings

Ralph Etienne-Cummings, Trac D. Tran, Yuanming Suo, 2014, IEEE Transactions on Biomedical Circuits and Systems.

Energy-efficient two-stage Compressed Sensing method for implantable neural recordings

Ralph Etienne-Cummings, Trac D. Tran, Yuanming Suo, 2013, 2013 IEEE Biomedical Circuits and Systems Conference (BioCAS).

One-Step Deep Learning Approach to Ultrasound Image Formation and Image Segmentation with a Fully Convolutional Neural Network

Muyinatu A. Lediju Bell, Trac D. Tran, Austin Reiter, 2019, 2019 IEEE International Ultrasonics Symposium (IUS).

A Fully Integrated Wireless Compressed Sensing Neural Signal Acquisition System for Chronic Recording and Brain Machine Interface

Jan Van der Spiegel, Ralph Etienne-Cummings, Trac D. Tran, 2016, IEEE Transactions on Biomedical Circuits and Systems.

Real-Time and Deep Learning Based Vehicle Detection and Classification Using Pixel-Wise Code Exposure Measurements

Ralph Etienne-Cummings, Chiman Kwan, Trac D. Tran, 2020, Electronics.

Supervised Deep Sparse Coding Networks

Trac D. Tran, Nasser M. Nasrabadi, Xiaoxia Sun, 2017, 2018 25th IEEE International Conference on Image Processing (ICIP).

A More Efficient and Video Friendly Spatial Resizing Algorithm

Trac D. Tran, Carlos Salazar-Lazaro, 2006, 2006 International Conference on Image Processing.

Multi-sensor joint kernel sparse representation for personnel detection

Trac D. Tran, Nasser M. Nasrabadi, Nam H. Nguyen, 2012, 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO).

Regularizing face verification nets for pain intensity regression

Gregory D. Hager, Austin Reiter, Trac D. Tran, 2017, 2017 IEEE International Conference on Image Processing (ICIP).

On resizing images in the DCT domain

Trac D. Tran, Carlos Salazar-Lazaro, T. Tran, 2004, 2004 International Conference on Image Processing, 2004. ICIP '04..

Fast multiplierless approximations of the DCT with the lifting scheme

Trac D. Tran, Jie Liang, T. Tran, 2001, IEEE Trans. Signal Process..

Design of pointwise-in-frequency paraunitary filter banks

Trac D. Tran, Peter G. Vouras, T. Tran, 2009, 2009 43rd Annual Conference on Information Sciences and Systems.

Recursively Measured Action Units

Trac D. Tran, Xiang Xiang, 2016, MPRSS.

SAR image compression using wavelets

Truong Q. Nguyen, Baoxin Li, Chiman Kwan, 2001, SPIE Defense + Commercial Sensing.

A Greedy Pursuit Algorithm for Separating Signals from Nonlinear Compressive Observations

Trac D. Tran, Dung N. Tran, Sang Peter Chin, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

On efficient implementation of oversampled linear phase perfect reconstruction filter banks

Kai-Kuang Ma, Trac D. Tran, Lu Gan, 2003, 2003 International Conference on Multimedia and Expo. ICME '03. Proceedings (Cat. No.03TH8698).

1-Bit Compressive Sensing via Approximate Message Passing with Built-in Parameter Estimation pdf

Trac D. Tran, Shuai Huang, 2020, ArXiv.

A comprehensive performance comparison of RFI mitigation techniques for UWB radar signals

Lam H. Nguyen, Trac D. Tran, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Robust Transmit Nulling in Wideband Arrays

Trac D. Tran, Peter G. Vouras, T. Tran, 2014, IEEE Transactions on Signal Processing.

Fast approximations of the orthogonal dual-tree wavelet bases

Trac D. Tran, Adeel Abbas, 2005, Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005..

Discriminative sparse representations with applications

Trac D. Tran, Vishal Monga, T. Tran, 2013, 2013 American Control Conference.

Recent Advances in Remote Spectral Sensing

Hairong Qi, Chiman Kwan, Trac D. Tran, 2016, J. Sensors.

Partial face recognition: A sparse representation-based approach

Trac D. Tran, Sang Peter Chin, Luoluo Liu, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Sparse Representation for Target Detection in Hyperspectral Imagery

Trac D. Tran, Nasser M. Nasrabadi, Yi Chen, 2011, IEEE Journal of Selected Topics in Signal Processing.

A new resampling approach for optimal reconstruction

Trac D. Tran, Pankaj Topiwala, Lijie Liu, 2009, Optical Engineering + Applications.

Bum scar detection using cloudy MODIS images via low-rank and sparsity-based models

Chiman Kwan, Trac D. Tran, Bulent Ayhan, 2016, 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP).

Radio-frequency interference separation and suppression from ultrawideband radar data via low-rank modeling

Lam H. Nguyen, Trac D. Tran, Minh Dao, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

Linear-phase perfect reconstruction filter bank: lattice structure, design, and application in image coding

Truong Q. Nguyen, Trac D. Tran, Ricardo L. de Queiroz, 2000, IEEE Trans. Signal Process..

DCT-based general structure for linear-phase paraunitary filterbanks

Trac D. Tran, Ricardo L. de Queiroz, Jie Liang, 2003, IEEE Trans. Signal Process..

Sparse Unsupervised Clustering with Mixture Observations for Video Summarization

Trac D. Tran, Dung N. Tran, Xiang Xiang, 2017, 2017 IEEE Applied Imagery Pattern Recognition Workshop (AIPR).

Sparse subspace target detection for hyperspectral imagery

Trac D. Tran, Yi Chen, Nasser M. Nasrabadi, 2010, Defense + Commercial Sensing.

Sparse models and sparse recovery for ultra-wideband SAR applications

Lam H. Nguyen, Trac D. Tran, Thong T. Do, 2014, IEEE Transactions on Aerospace and Electronic Systems.

On exploiting low-dimensional structure in data recovery and data approximation

Trac D. Tran, Nam Nguyen, 2012 .

Near real-time adaptive radar processing using analog dithers

Trac D. Tran, Peter G. Vouras, 2009, 2009 IEEE Radar Conference.

Tensor sparsification via a bound on the spectral norm of random tensors pdf

Trac D. Tran, Petros Drineas, Nam H. Nguyen, 2010, ArXiv.

Discriminative graphical models for sparsity-based hyperspectral target detection

Trac D. Tran, Nasser M. Nasrabadi, Vishal Monga, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

DCT-based general structure for linear phase paraunitary filter banks

Trac D. Tran, Jie Liang, 2002, 2002 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Fast multiplierless approximation of the DCT with the lifting scheme

Trac D. Tran, Jie Liang, 2000, SPIE Optics + Photonics.

Low-rank matrices recovery via entropy function

Trac D. Tran, Dung N. Tran, Sang Peter Chin, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Structured Dictionary Learning for Classification pdf

Trac D. Tran, Vishal Monga, Minh Dao, 2014, ArXiv.

Supervised hashing with jointly learning embedding and quantization

Hao Zhu, Trac D. Tran, Feng Wang, 2017, 2017 IEEE International Conference on Image Processing (ICIP).

General Reconstruction of Laplacian Pyramid and its Dual Frame Solutions

Trac D. Tran, Lu Gan, Lijie Liu, 2007, 2007 41st Annual Conference on Information Sciences and Systems.

Chemical plume detection in hyperspectral imagery via joint sparse representation

Trac D. Tran, Minh Dao, Sang Peter Chin, 2012, MILCOM 2012 - 2012 IEEE Military Communications Conference.

Estimation and extraction of radio-frequency interference from ultra-wideband radar signals

Lam H. Nguyen, Trac D. Tran, T. Tran, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

JOBS: Joint-Sparse Optimization from Bootstrap Samples

Trac D. Tran, Sang Peter Chin, Luoluo Liu, 2018, 2019 IEEE International Symposium on Information Theory (ISIT).

Very low bit-rate video compression using wavelets

Truong Q. Nguyen, Baoxin Li, Chiman Kwan, 2001, SPIE Defense + Commercial Sensing.

Long-rank approximation and sparse recovery for visual data reconstruction

Trac D. Tran, Dung Trong Nguyen, 2012 .

EffiScene: Efficient Per-Pixel Rigidity Inference for Unsupervised Joint Learning of Optical Flow, Depth, Camera Pose and Motion Segmentation pdf

Trac D. Tran, Guangming Shi, Yang Jiao, 2020, ArXiv.

Model-based sub-Nyquist sampling and reconstruction technique for ultra-wideband (UWB) radar

Lam H. Nguyen, Trac D. Tran, T. Tran, 2010, Defense + Commercial Sensing.

A Deep Learning Based Alternative to Beamforming Ultrasound Images

Austin Reiter, Trac D. Tran, Muyinatu A. Lediju Bell, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Adaptive runlength coding

Trac D. Tran, Chengjie Tu, Jie Bang, 2003, IEEE Signal Processing Letters.

Implementation and application of local computation of wavelet coefficients in the dual-tree complex wavelets

Trac D. Tran, Iman A. El-Shehaby, 2009, 2009 16th IEEE International Conference on Image Processing (ICIP).

Local sensing with global recovery

Trac D. Tran, Dung N. Tran, Sang Peter Chin, 2015, 2015 IEEE International Conference on Image Processing (ICIP).

Multi-task image classification via collaborative, hierarchical spike-and-slab priors

Trac D. Tran, Vishal Monga, Hojjat Seyed Mousavi, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

Over-sampled and under-sampled pre-post-filters for block DCT coders

Trac D. Tran, Jie Liang, Chengjie Tu, 2004, 2004 International Conference on Image Processing, 2004. ICIP '04..

Wiener filtering for generalized error resilient time domain lapped transform

Trac D. Tran, Lu Gan, Jie Liang, 2005, Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005..

Perceptually Lossless Video Compression with Error Concealment

Chiman Kwan, Eric Shang, Trac D. Tran, 2018, ICVISP.

Local zerotree coding

Trac D. Tran, 1999, Proceedings 1999 International Conference on Image Processing (Cat. 99CH36348).

Lattice structure for regular paraunitary linear-phase filterbanks and M-band orthogonal symmetric wavelets

Truong Q. Nguyen, Peter N. Heller, Trac D. Tran, 2001, IEEE Trans. Signal Process..

BinDCT and its efficient VLSI architectures for real-time embedded applications

Truong Q. Nguyen, Trac D. Tran, Paul M. Chau, 2005 .

GenLOT optimization techniques for seismic data compression

Truong Q. Nguyen, Trac D. Tran, Laurent Duval, 2000, 2000 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.00CH37100).

Automatic Vertebra Labeling in Large-Scale 3D CT using Deep Image-to-Image Network with Message Passing and Sparsity Regularization pdf

Daguang Xu, Dorin Comaniciu, Shaohua Kevin Zhou, 2017, IPMI.

An unsupervised dictionary learning algorithm for neural recordings

Ralph Etienne-Cummings, Trac D. Tran, Dung N. Tran, 2015, 2015 IEEE International Symposium on Circuits and Systems (ISCAS).

Design of a Digital Address-Event Triggered Compressive Acquisition Image Sensor

Jan Van der Spiegel, Trac D. Tran, Yuanming Suo, 2016, IEEE Transactions on Circuits and Systems I: Regular Papers.

Compressive coding via random replicate mirror

Trac D. Tran, Dung N. Tran, Sang Peter Chin, 2016, 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP).

Fast compressive sampling with structurally random matrices

Trac D. Tran, Lu Gan, Thong T. Do, 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

Optimal block boundary pre/post-filtering for wavelet-based image and video compression

Trac D. Tran, Jie Liang, Chengjie Tu, 2004, 2004 International Conference on Image Processing, 2004. ICIP '04..

Optical Flow Estimation Via Motion Feature Recovery pdf

Guangming Shi, Trac D. Tran, Yang Jiao, 2021, 2021 IEEE International Conference on Image Processing (ICIP).

A Scale Invariant Measure of Flatness for Deep Network Minima

Trac D. Tran, Sang Peter Chin, Akshay Rangamani, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Joint Down-Range and Cross-Range RFI Suppression in Ultra-Wideband SAR

Lam H. Nguyen, Trac D. Tran, Sonia Joy, 2021, IEEE Transactions on Geoscience and Remote Sensing.

Bayesian Massive MIMO Channel Estimation with Parameter Estimation Using Low-Resolution ADCs

Trac D. Tran, Shuai Huang, Deqiang Qiu, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

EffiScene: Efficient Per-Pixel Rigidity Inference for Unsupervised Joint Learning of Optical Flow, Depth, Camera Pose and Motion Segmentation

Guangming Shi, Trac D. Tran, Yang Jiao, 2020, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Linear Phase Perfect Reconstruction Filter Banks: Theory, Structure, Design, And Application In Imag

Trac D. Tran, T. Tran, 1999 .

M-channel linear phase perfect reconstruction filter bank with rational coefficients

Trac D. Tran, T. Tran, 2002 .

72 MHz A-scan optical coherence tomography using continuous high-rate photonically-enabled compressed sensing (CHiRP-CS)

Trac D. Tran, Dung N. Tran, Mark A. Foster, 2016, 2016 Conference on Lasers and Electro-Optics (CLEO).

The LiftLT: fast-lapped transforms via lifting steps

Trac D. Tran, 2000, IEEE Signal Process. Lett..

On the completeness of the lattice factorization for linear-phase perfect reconstruction filter banks

Truong Q. Nguyen, Kai-Kuang Ma, Trac D. Tran, 2002, IEEE Signal Processing Letters.

Multiplierless approximation of transforms with adder constraint

Truong Q. Nguyen, Trac D. Tran, Soontorn Oraintara, 2002, IEEE Signal Processing Letters.

Hyperspectral Image Classification viaKernel Sparse Representation

Trac D. Tran, Nasser M. Nasrabadi, Yi Chen, 2013 .

Generalized lapped orthogonal transform with unequal-length basis functions

Trac D. Tran, T. Q. Nguyen, 1997, Proceedings of 1997 IEEE International Symposium on Circuits and Systems. Circuits and Systems in the Information Age ISCAS '97.

Continuous 119.2-GSample/s photonic compressed sensing of sparse microwave signals

Trac D. Tran, Dung N. Tran, Thomas R. Clark, 2015, 2015 Conference on Lasers and Electro-Optics (CLEO).