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» On sparse signal representations
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ICMCS
2006
IEEE
117views Multimedia» more  ICMCS 2006»
15 years 5 months ago
Distributed SVM Applied to Image Classification
This paper proposes an algorithm for distributed classification, based on a SVM scheme. The contribution of each support vector is approximated by low complexity distributed thre...
Effrosini Kokiopoulou, Pascal Frossard
CIMAGING
2008
142views Hardware» more  CIMAGING 2008»
15 years 1 months ago
Greedy signal recovery and uncertainty principles
This paper seeks to bridge the two major algorithmic approaches to sparse signal recovery from an incomplete set of linear measurements
Deanna Needell, Roman Vershynin
ICASSP
2009
IEEE
15 years 6 months ago
Sparse boosting
Zhen J. Xiang, Peter J. Ramadge
ECCV
2010
Springer
15 years 4 months ago
Kernel Sparse Representation for Image Classification and Face Recognition
Recent research has shown the effectiveness of using sparse coding(Sc) to solve many computer vision problems. Motivated by the fact that kernel trick can capture the nonlinear sim...