Yi Chen

According to our database, Yi Chen authored at least 19 papers between 2009 and 2013.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2013

Hyperspectral Image Classification via Kernel Sparse Representation.

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

IEEE Trans. Geosci. Remote. Sens., 2013

Exploiting Sparsity in Hyperspectral Image Classification via Graphical Models.

Umamahesh Srinivas, Yi Chen, Vishal Monga, Nasser M. Nasrabadi, Trac D. Tran

IEEE Geosci. Remote. Sens. Lett., 2013

2012

Discriminative dictionary design using LVQ for hyperspectral image classification.

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

Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Discriminative graphical models for sparsity-based hyperspectral target detection.

Umamahesh Srinivas, Yi Chen, Vishal Monga, Nasser M. Nasrabadi, Trac D. Tran

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Kernel sparse representation for hyperspectral target detection.

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

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

Hyperspectral Image Classification Using Dictionary-Based Sparse Representation.

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

IEEE Trans. Geosci. Remote. Sens., 2011

Simultaneous Joint Sparsity Model for Target Detection in Hyperspectral Imagery.

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

IEEE Geosci. Remote. Sens. Lett., 2011

Sparse Representation for Target Detection in Hyperspectral Imagery.

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

IEEE J. Sel. Top. Signal Process., 2011

Discriminative Local Sparse Representations for Robust Face Recognition

Yi Chen, Umamahesh Srinivas, Thong T. Do, Vishal Monga, Trac D. Tran

CoRR, 2011

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

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

Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

Sparsity-based face recognition using discriminative graphical models.

Umamahesh Srinivas, Vishal Monga, Yi Chen, Trac D. Tran

Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010

Classification for hyperspectral imagery based on sparse representation.

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

Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010

Sparsity-based classification of hyperspectral imagery.

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

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Robust face recognition using locally adaptive sparse representation.

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

Proceedings of the International Conference on Image Processing, 2010

2009

Robust video transmission using Layered Compressed Sensing.

Thong T. Do, Yi Chen, Dzung T. Nguyen, Nam P. Nguyen, Lu Gan, Trac D. Tran

Proceedings of the 2009 IEEE International Workshop on Multimedia Signal Processing, 2009

Distributed compressed video sensing.

Thong T. Do, Yi Chen, Dzung T. Nguyen, Nam P. Nguyen, Lu Gan, Trac D. Tran

Proceedings of the International Conference on Image Processing, 2009

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

Nam P. Nguyen, Thong T. Do, Yi Chen, Trac D. Tran

Proceedings of the IEEE International Conference on Acoustics, 2009

Fast and efficient dimensionality reduction using Structurally Random Matrices.

Thong T. Do, Lu Gan, Yi Chen, Nam P. Nguyen, Trac D. Tran

Proceedings of the IEEE International Conference on Acoustics, 2009

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

Thong T. Do, Yi Chen, Nam H. Nguyen, Lu Gan, Trac D. Tran

Proceedings of the IEEE International Conference on Acoustics, 2009