A fast and efficient heuristic nuclear-norm algorithm for affine rank minimization. - Thong T. Do; Yi Chen 014; Nam H. Nguyen; Lu Gan 002; Trac D. Tran (ICASSP, 2009)

Fast and efficient dimensionality reduction using Structurally Random Matrices. - Thong T. Do; Lu Gan 002; Yi Chen 014; Nam P. Nguyen; Trac D. Tran (ICASSP, 2009)

A fast and efficient algorithm for low rank matrix recovery from incomplete observations. - Nam P. Nguyen; Thong T. Do; Yi Chen 014; Trac D. Tran (ICASSP, 2009)

Distributed compressed video sensing. - Thong T. Do; Yi Chen 014; Dzung T. Nguyen; Nam P. Nguyen; Lu Gan 002; Trac D. Tran (ICIP, 2009)

Robust video transmission using Layered Compressed Sensing. - Thong T. Do; Yi Chen 014; Dzung T. Nguyen; Nam P. Nguyen; Lu Gan 002; Trac D. Tran (MMSP, 2009)

Robust face recognition using locally adaptive sparse representation. - Yi Chen 014; Thong T. Do; Trac D. Tran (ICIP, 2010)

Sparsity-based classification of hyperspectral imagery. - Yi Chen 014; Nasser M. Nasrabadi; Trac D. Tran (IGARSS, 2010)

Classification for hyperspectral imagery based on sparse representation. - Yi Chen 014; Nasser M. Nasrabadi; Trac D. Tran (WHISPERS, 2010)

Sparsity-based face recognition using discriminative graphical models. - Umamahesh Srinivas; Vishal Monga; Yi Chen 014; Trac D. Tran (ACSCC, 2011)

Random projection as dimensionality reduction and its effect on classical target recognition and anomaly detection techniques. - Yi Chen 014; Nasser M. Nasrabadi; Trac D. Tran (WHISPERS, 2011)

Discriminative Local Sparse Representations for Robust Face Recognition - Yi Chen 014; Umamahesh Srinivas; Thong T. Do; Vishal Monga; Trac D. Tran (CoRR, 2011)

Sparse Representation for Target Detection in Hyperspectral Imagery. - Yi Chen 014; Nasser M. Nasrabadi; Trac D. Tran (IEEE J. Sel. Top. Signal Process., 2011)

Simultaneous Joint Sparsity Model for Target Detection in Hyperspectral Imagery. - Yi Chen 014; Nasser M. Nasrabadi; Trac D. Tran (IEEE Geosci. Remote. Sens. Lett., 2011)

Hyperspectral Image Classification Using Dictionary-Based Sparse Representation. - Yi Chen 014; Nasser M. Nasrabadi; Trac D. Tran (IEEE Trans. Geosci. Remote. Sens., 2011)

Kernel sparse representation for hyperspectral target detection. - Yi Chen 014; Nasser M. Nasrabadi; Trac D. Tran (IGARSS, 2012)

Discriminative graphical models for sparsity-based hyperspectral target detection. - Umamahesh Srinivas; Yi Chen 014; Vishal Monga; Nasser M. Nasrabadi; Trac D. Tran (IGARSS, 2012)

Discriminative dictionary design using LVQ for hyperspectral image classification. - Yi Chen 014; Nasser M. Nasrabadi; Trac D. Tran (WHISPERS, 2012)

Exploiting Sparsity in Hyperspectral Image Classification via Graphical Models. - Umamahesh Srinivas; Yi Chen 014; Vishal Monga; Nasser M. Nasrabadi; Trac D. Tran (IEEE Geosci. Remote. Sens. Lett., 2013)

Hyperspectral Image Classification via Kernel Sparse Representation. - Yi Chen 014; Nasser M. Nasrabadi; Trac D. Tran (IEEE Trans. Geosci. Remote. Sens., 2013)