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» Convex Learning with Invariances
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ECCV
2006
Springer
13 years 11 months ago
Robust Homography Estimation from Planar Contours Based on Convexity
Abstract. We propose a homography estimation method from the contours of planar regions. Standard projective invariants such as cross ratios or canonical frames based on hot points...
Alberto Ruiz, Pedro E. López-de-Teruel, Lor...
ICML
2006
IEEE
14 years 8 months ago
Trading convexity for scalability
Fabian H. Sinz, Jason Weston, Léon Bottou, ...
AVBPA
1997
Springer
90views Biometrics» more  AVBPA 1997»
13 years 11 months ago
Face Detection by Direct Convexity Estimation
We suggest a novel attentional mechanism for detection of smooth convex and concave objects based on direct processing of intensity values. The operator detects the regions of the ...
Ariel Tankus, Hezy Yeshurun, Nathan Intrator
CORR
2008
Springer
92views Education» more  CORR 2008»
13 years 7 months ago
Convex Sparse Matrix Factorizations
We present a convex formulation of dictionary learning for sparse signal decomposition. Convexity is obtained by replacing the usual explicit upper bound on the dictionary size by...
Francis Bach, Julien Mairal, Jean Ponce