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» A subdivision-based algorithm for the sparse resultant
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CVPR
2010
IEEE
15 years 9 months ago
Fast Matting Using Large Kernel Matting Laplacian Matrices
Image matting is of great importance in both computer vision and graphics applications. Most existing state-of-the-art techniques rely on large sparse matrices such as the matting ...
Kaiming He, Jian Sun, Xiaoou Tang
MCS
2009
Springer
15 years 8 months ago
Selective Ensemble under Regularization Framework
An ensemble is generated by training multiple component learners for a same task and then combining them for predictions. It is known that when lots of trained learners are availab...
Nan Li, Zhi-Hua Zhou
ICASSP
2008
IEEE
15 years 8 months ago
Blind source separation using monochannel overcomplete dictionaries
We propose a new approach to underdetermined Blind Source Separation (BSS) using sparse decomposition over monochannel dictionary atoms and compare it to multichannel dictionary a...
B. Vikrham Gowreesunker, Ahmed H. Tewfik
ICMCS
2006
IEEE
117views Multimedia» more  ICMCS 2006»
15 years 7 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
116
Voted
WOWMOM
2005
ACM
195views Multimedia» more  WOWMOM 2005»
15 years 7 months ago
Adaptive Routing for Intermittently Connected Mobile Ad Hoc Networks
The vast majority of mobile ad hoc networking research makes a very large assumption: that communication can only take place between nodes that are simultaneously accessible withi...
Mirco Musolesi, Stephen Hailes, Cecilia Mascolo