Sparse representations classifier

Version 1.1.0.0 (11.9 KB) by Bilwaj Gaonkar
Kernel version of the sparse representations classifier implemented with CVX
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Updated 12 Dec 2014

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#The kernel sparse representations classifier implemented here was developed as a part of the work towards the paper

1) Gaonkar, Bilwaj, and Christos Davatzikos. "Analytic estimation of statistical significance maps for support vector machine based multi-variate image analysis and classification." NeuroImage 78 (2013): 270-283.
and is based on the paper:

2)Robust Face Recgnition via Sparse Representation John Wright, Student Member, Allen Y. Yang, Member, Arvind Ganesh, Student Member,
S. Shankar Sastry, Fellow, and Yi Ma, Senior Member.

#Please cite both papers in your work appropriately
# I have modified it sufficiently to solve things in kernel space
# as opposed to the original classifier which was in feature space

Cite As

Bilwaj Gaonkar (2024). Sparse representations classifier (https://www.mathworks.com/matlabcentral/fileexchange/35813-sparse-representations-classifier), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2009b
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Version Published Release Notes
1.1.0.0

Citations added
1.0.0.0