Trac D. Tran

ORCID

Publication Activity (10 Years)

Years Active: 1996-2023
Publications (10 Years): 97

Top Venues

Publications

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)
Shuai Huang, Deqiang Qiu, Trac D. Tran
Approximate Message Passing With Parameter Estimation for Heavily Quantized Measurements. IEEE Trans. Signal Process. 70 (2022)
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 (2022)
Shuai Huang, Deqiang Qiu, Trac D. Tran
Approximate Message Passing with Parameter Estimation for Heavily Quantized Measurements. CoRR (2022)
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)
Yang Jiao, Guangming Shi, Trac D. Tran
Optical Flow Estimation Via Motion Feature Recovery. ICIP (2021)
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)
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)
Shuai Huang, Deqiang Qiu, Trac D. Tran
Bayesian Massive MIMO Channel Estimation with Parameter Estimation Using Low-Resolution ADCs. ICASSP (2021)
Yang Jiao, Guangming Shi, Trac D. Tran
Optical Flow Estimation via Motion Feature Recovery. CoRR (2021)
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) (2021)
Shuai Huang, Trac D. Tran
1-Bit Compressive Sensing via Approximate Message Passing with Built-in Parameter Estimation. CoRR (2020)
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) (2020)
Shuai Huang, Trac D. Tran
Probabilistic Massive MIMO Channel Estimation with Built-in Parameter Estimation. CoRR (2020)
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 (2020)
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) (2020)
Yang Jiao, Yi Niu, Trac D. Tran, Guangming Shi
2D+3D Facial Expression Recognition via Discriminative Dynamic Range Enhancement and Multi-Scale Learning. CoRR (2020)
Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran
Supervised Deep Sparse Coding Networks for Image Classification. IEEE Trans. Image Process. 29 (2020)
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)
Luoluo Liu, Sang Peter Chin, Trac D. Tran
Reducing Sampling Ratios and Increasing Number of Estimates Improve Bagging in Sparse Regression. CISS (2019)
Luoluo Liu, Sang Peter Chin, Trac D. Tran
JOBS: Joint-Sparse Optimization from Bootstrap Samples. ISIT (2019)
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) (2019)
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 (2019)
Lam H. Nguyen, Trac D. Tran
Deep CNN for Extraction of Sidelobes from SAR Imagery in Spectrally Restricted Environment. ACSSC (2019)
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)
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)
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) (2019)
Shuai Huang, Trac D. Tran
Sparse Signal Recovery via Generalized Entropy Functions Minimization. IEEE Trans. Signal Process. 67 (5) (2019)
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) (2019)
Luoluo Liu, Sang Peter Chin, Trac D. Tran
JOBS: Joint-Sparse Optimization from Bootstrap Samples. CoRR (2018)
Arun Asokan Nair, Luoluo Liu, Akshay Rangamani, Sang Peter Chin, Muyinatu A. Lediju Bell, Trac D. Tran
Reconstruction-Free Deep Convolutional Neural Networks for Partially Observed Images. GlobalSIP (2018)
Arun Asokan Nair, Trac D. Tran, Austin Reiter, Muyinatu A. Lediju Bell
A Deep Learning Based Alternative to Beamforming Ultrasound Images. ICASSP (2018)
Luoluo Liu, Sang Peter Chin, Trac D. Tran
Reducing Sampling Ratios and Increasing Number of Estimates Improve Bagging in Sparse Regression. CoRR (2018)
Xiang Xiang, Ye Tian, Austin Reiter, Gregory D. Hager, Trac D. Tran
S3D: Stacking Segmental P3D for Action Quality Assessment. ICIP (2018)
Akshay Rangamani, Anirbit Mukherjee, Amitabh Basu, Ashish Arora, Tejaswini Ganapathi, Sang Peter Chin, Trac D. Tran
Sparse Coding and Autoencoders. ISIT (2018)
Wentao Zhu, Xiang Xiang, Trac D. Tran, Gregory D. Hager, Xiaohui Xie
Adversarial deep structured nets for mass segmentation from mammograms. ISBI (2018)
Chiman Kwan, Eric Shang, Trac D. Tran
Perceptually Lossless Video Compression with Error Concealment. ICVISP (2018)
Xiang Xiang, Trac D. Tran
Linear Disentangled Representation Learning for Facial Actions. IEEE Trans. Circuits Syst. Video Technol. 28 (12) (2018)
Dung N. Tran, Trac D. Tran, Lam H. Nguyen
Generative Adversarial Networks for Recovering Missing Spectral Information. CoRR (2018)
Lam H. Nguyen, Trac D. Tran
Recovery of UWB Radar Signals in Spectrally Restricted Environments. ICIP (2018)
Chiman Kwan, Bryan Chou, Adam Echavarren, Bence Budavari, Jiang Li, Trac D. Tran
Compressive Vehicle Tracking Using Deep Learning. UEMCON (2018)
Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran
Supervised Deep Sparse Coding Networks. ICIP (2018)
Chiman Kwan, Eric Shang, Trac D. Tran
Perceptually Lossless Image Compression with Error Recovery. ICVISP (2018)
Sang Peter Chin, Trac D. Tran, Dung N. Tran, Akshay Rangamani
A Greedy Pursuit Algorithm for Separating Signals from Nonlinear Compressive Observations. ICASSP (2018)
Tao Xiong, John Rattray, Jie Zhang, Chetan Singh Thakur, Sang Peter Chin, Trac D. Tran, Ralph Etienne-Cummings
Spatiotemporal compressed sensing for video compression. MWSCAS (2017)
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)
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 (2017)
Lam H. Nguyen, Trac D. Tran
A comprehensive performance comparison of RFI mitigation techniques for UWB radar signals. ICASSP (2017)
Tao Xiong, Jie Zhang, Chetan Singh Thakur, John Rattray, Sang Peter Chin, Trac D. Tran, Ralph Etienne-Cummings
Live demonstration: A compact all-CMOS spatiotemporal compressed sensing video camera. ISCAS (2017)
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 (2017)
Xiang Xiang, Dung N. Tran, Trac D. Tran
Sparse Unsupervised Clustering with Mixture Observations for Video Summarization. AIPR (2017)
Dung N. Tran, Sang Peter Chin, Trac D. Tran
A provable nonconvex model for factoring nonnegative matrices. ICASSP (2017)
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)
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 (2017)
Wentao Zhu, Xiang Xiang, Trac D. Tran, Gregory D. Hager, Xiaohui Xie
Adversarial Deep Structured Nets for Mass Segmentation from Mammograms. CoRR (2017)
Hao Zhu, Feng Wang, Xiang Xiang, Trac D. Tran
Supervised hashing with jointly learning embedding and quantization. ICIP (2017)
Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran
Supervised Multilayer Sparse Coding Networks for Image Classification. CoRR (2017)
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)
Shuai Huang, Trac D. Tran
Sparse Signal Recovery via Generalized Entropy Functions Minimization. CoRR (2017)
Xiang Xiang, Trac D. Tran
Linear Disentangled Representation Learning for Facial Actions. CoRR (2017)
Shuai Huang, Trac D. Tran
Sparse signal recovery using generalized approximate message passing with built-in parameter estimation. ICASSP (2017)
Shuai Huang, Dung N. Tran, Trac D. Tran
Sparse signal recovery based on nonconvex entropy minimization. ICIP (2016)
Dung N. Tran, Shuai Huang, Sang Peter Chin, Trac D. Tran
Low-rank matrices recovery via entropy function. ICASSP (2016)
Dung N. Tran, Luoluo Liu, Trac D. Tran, Sang Peter Chin, Jeffrey Korn, Eric T. Hoke
Compressive coding via random replicate mirror. GlobalSIP (2016)
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) (2016)
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) (2016)
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) (2016)
Shuai Huang, Trac D. Tran
Approximate Message Passing with Built-in Parameter Estimation for Sparse Signal Recovery. CoRR (2016)
Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran
Invariant hierarchical sparse coding for object recognition via bags of atoms. GlobalSIP (2016)
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)
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. (2) (2016)
Xiang Xiang, Trac D. Tran
Recursively Measured Action Units. MPRSS (2016)
Chiman Kwan, Hairong Qi, Trac D. Tran
Recent Advances in Remote Spectral Sensing. J. Sensors 2016 (2016)
Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran
Sparse coding with fast image alignment via large displacement optical flow. ICASSP (2016)
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)
Xiang Xiang, Trac D. Tran
Pose-Selective Max Pooling for Measuring Similarity. VAAM/FFER@ICPR (2016)
Luoluo Liu, Trac D. Tran, Sang Peter Chin
Partial face recognition: A sparse representation-based approach. ICASSP (2016)
Shuai Huang, Trac D. Tran
Dimensionality reduction for image classification via mutual information maximization. ICIP (2016)
Xiang Xiang, Minh Dao, Gregory D. Hager, Trac D. Tran
Hierarchical Sparse and Collaborative Low-Rank representation for emotion recognition. ICASSP (2015)
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)
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)
Dung N. Tran, Tao Xiong, Sang Peter Chin, Trac D. Tran
Nonnegative matrix factorization with gradient vertex pursuit. ICASSP (2015)
Tao Xiong, Jie Zhang, Yuanming Suo, Dung N. Tran, Ralph Etienne-Cummings, Sang Peter Chin, Trac D. Tran
An unsupervised dictionary learning algorithm for neural recordings. ISCAS (2015)
Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran
Task-Driven Dictionary Learning for Hyperspectral Image Classification with Structured Sparsity Constraints. CoRR (2015)
Umamahesh Srinivas, Yuanming Suo, Minh Dao, Vishal Monga, Trac D. Tran
Structured Sparse Priors for Image Classification. IEEE Trans. Image Process. 24 (6) (2015)
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 (2015)
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)
Tao Xiong, Jie Zhang, Sang Peter Chin, Trac D. Tran, Ralph Etienne-Cummings
Compressed sensing block-wise exposure control algorithm using optical flow estimation. BioCAS (2015)
Bryan T. Bosworth, Jasper R. Stroud, Dung N. Tran, Trac D. Tran, Sang Peter Chin, Mark A. Foster
High-speed compressed sensing measurement using spectrally-encoded ultrafast laser pulses. CISS (2015)
Dung N. Tran, Duyet N. Tran, Sang Peter Chin, Trac D. Tran
Local sensing with global recovery. ICIP (2015)
Hojjat Seyed Mousavi, Vishal Monga, Trac D. Tran
Iterative Convex Refinement for Sparse Recovery. IEEE Signal Process. Lett. 22 (11) (2015)
Lam H. Nguyen, Trac D. Tran
Estimation and extraction of radio-frequency interference from ultra-wideband radar signals. IGARSS (2015)
Hojjat Seyed Mousavi, Vishal Monga, Trac D. Tran
ICR: Iterative Convex Refinement for Sparse Signal Recovery Using Spike and Slab Priors. CoRR (2015)
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) (2015)
Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran
Sparse Coding with Fast Image Alignment via Large Displacement Optical Flow. CoRR (2015)
Minh Dao, Nasser M. Nasrabadi, Trac D. Tran
Multi-sensor classification via sparsity-based representation with low-rank interference. ICASSP (2015)
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) (2015)
Peter G. Vouras, Trac D. Tran
Robust Transmit Nulling in Wideband Arrays. IEEE Trans. Signal Process. 62 (14) (2014)
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)
Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran
Task-driven dictionary learning for hyperspectral image classification with structured sparsity priors. ICIP (2014)

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Publication Activity (10 Years)

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Trac D. Tran