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Pattern Recognition and Machine Learning
- C. Bishop, N. Nasrabadi
- Computer ScienceJ. Electronic Imaging
- 17 August 2006
TLDR
Hyperspectral Image Classification Using Dictionary-Based Sparse Representation
- Yi Chen, N. Nasrabadi, T. Tran
- Computer ScienceIEEE Transactions on Geoscience and Remote…
- 12 May 2011
TLDR
Kernel RX-algorithm: a nonlinear anomaly detector for hyperspectral imagery
- H. Kwon, N. Nasrabadi
- Computer ScienceIEEE Transactions on Geoscience and Remote…
- 24 January 2005
TLDR
Sparse Representation for Target Detection in Hyperspectral Imagery
- Yi Chen, N. Nasrabadi, T. Tran
- Computer ScienceIEEE Journal of Selected Topics in Signal…
- 10 February 2011
In this paper, we propose a new sparsity-based algorithm for automatic target detection in hyperspectral imagery (HSI). This algorithm is based on the concept that a pixel in HSI lies in a…
Hyperspectral Remote Sensing Data Analysis and Future Challenges
- J. Bioucas-Dias, A. Plaza, G. Camps-Valls, P. Scheunders, N. Nasrabadi, J. Chanussot
- Environmental Science, MathematicsIEEE Geoscience and Remote Sensing Magazine
- 1 June 2013
TLDR
Hyperspectral Image Classification via Kernel Sparse Representation
- Yi Chen, N. Nasrabadi, T. Tran
- Computer ScienceIEEE Transactions on Geoscience and Remote…
- 29 December 2011
TLDR
Joint Sparse Representation for Robust Multimodal Biometrics Recognition
- Sumit Shekhar, Vishal M. Patel, N. Nasrabadi, R. Chellappa
- Computer ScienceIEEE Transactions on Pattern Analysis and Machine…
- 2014
TLDR
Multi-View Automatic Target Recognition using Joint Sparse Representation
- Haichao Zhang, N. Nasrabadi, Yanning Zhang, Thomas S. Huang
- Computer ScienceIEEE Transactions on Aerospace and Electronic…
- 11 July 2012
We introduce a novel joint sparse representation based multi-view automatic target recognition (ATR) method, which can not only handle multi-view ATR without knowing the pose but also has the…
Design of Non-Linear Kernel Dictionaries for Object Recognition
- H. Nguyen, Vishal M. Patel, N. Nasrabadi, R. Chellappa
- Computer ScienceIEEE Transactions on Image Processing
- 1 December 2013
TLDR
Image coding using vector quantization: a review
- N. Nasrabadi, R. King
- Computer ScienceIEEE Trans. Commun.
- 1 August 1988
TLDR
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