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TNN
2008
67views more  TNN 2008»
13 years 4 months ago
Simple Method for High-Performance Digit Recognition Based on Sparse Coding
Kai Labusch, Erhardt Barth, Thomas Martinetz
CORR
2010
Springer
253views Education» more  CORR 2010»
13 years 4 months ago
Fast Inference in Sparse Coding Algorithms with Applications to Object Recognition
Adaptive sparse coding methods learn a possibly overcomplete set of basis functions, such that natural image patches can be reconstructed by linearly combining a small subset of t...
Koray Kavukcuoglu, Marc'Aurelio Ranzato, Yann LeCu...
BMVC
2010
13 years 2 months ago
Learning Directional Local Pairwise Bases with Sparse Coding
Recently, sparse coding has been receiving much attention in object and scene recognition tasks because of its superiority in learning an effective codebook over k-means clusterin...
Nobuyuki Morioka, Shin'ichi Satoh