Sparse representations classifier
Kernel version of the sparse representations classifier implemented with CVX
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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
인용 양식
Bilwaj Gaonkar (2026). Sparse representations classifier (https://kr.mathworks.com/matlabcentral/fileexchange/35813-sparse-representations-classifier), MATLAB Central File Exchange. 검색 날짜: .
