Yi Chen

21 papers B 3C 4Misc 4Journal 6Unranked 4
YearRankTypeTitle / Venue / Authors
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 J jnl
Hyperspectral Image Classification via Kernel Sparse Representation.
IEEE Trans. Geosci. Remote. Sens.
Yi Chen, Nasser M. Nasrabadi, Trac D. Tran
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 C conf
Kernel sparse representation for hyperspectral target detection.
IGARSS
Yi Chen, Nasser M. Nasrabadi, 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 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
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
2010 — conf
Classification for hyperspectral imagery based on sparse representation.
WHISPERS
Yi Chen, Nasser M. Nasrabadi, Trac D. Tran
2010 B conf
Robust face recognition using locally adaptive sparse representation.
ICIP
Yi Chen, Thong T. Do, Trac D. Tran
2010 C conf
Sparsity-based classification of hyperspectral imagery.
IGARSS
Yi Chen, Nasser M. Nasrabadi, 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 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
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 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