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» A MATLAB-Based Code Generator for Sparse Matrix Computations
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CVPR
2010
IEEE
13 years 9 months ago
Local Features Are Not Lonely - Laplacian Sparse Coding for Image Classification
Sparse coding which encodes the original signal in a sparse signal space, has shown its state-of-the-art performance in the visual codebook generation and feature quantization pro...
Shenghua Gao, Wai-Hung Tsang, Liang-Tien Chia, Pei...
ICASSP
2008
IEEE
13 years 11 months ago
Non-negative sparse image coder via simulated annealing and pseudo-inversion
We propose a sparse non-negative image coding based on simulated annealing and matrix pseudo-inversion. We show that sparsity and non-negativity are both important to obtain part-...
Ramin Pichevar, Jean Rouat
SC
2000
ACM
13 years 9 months ago
A Framework for Sparse Matrix Code Synthesis from High-level Specifications
Nawaaz Ahmed, Nikolay Mateev, Keshav Pingali, Paul...
IJHPCA
2010
84views more  IJHPCA 2010»
13 years 3 months ago
Operation Stacking for Ensemble Computations With Variable Convergence
Sparse matrix operations achieve only small fractions of peak CPU speeds because of the use of specialized, indexbased matrix representations, which degrade cache utilization by i...
Mehmet Belgin, Godmar Back, Calvin J. Ribbens
ICMCS
2009
IEEE
250views Multimedia» more  ICMCS 2009»
13 years 3 months ago
Efficient sparse self-similarity matrix construction for repeating sequence detection
This paper presents an efficient way to construct the self-similarity matrix, a popular approach, to detect repeating segments in music. Our proposed method extends the sparse suf...
Lei Wang, Chng Eng Siong, Haizhou Li