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ICCV
2009
IEEE
15 years 1 months ago
Max-Margin Additive Classifiers for Detection
We present methods for training high quality object detectors very quickly. The core contribution is a pair of fast training algorithms for piece-wise linear classifiers, which ...
Subhransu Maji, Alexander C. Berg
CVPR
1996
IEEE
14 years 10 months ago
Canonical Decomposition of Steerable Functions
This paper presents a general formulation enabling determination of all functions that are steerable under any transformation group. These steerable functions are determinedunique...
Yacov Hel-Or, Patrick C. Teo
CVPR
2003
IEEE
14 years 10 months ago
Degeneracies, Dependencies and their Implications in Multi-body and Multi-Sequence Factorizations
The body of work on multi-body factorization separates between objects whose motions are independent. In this work we show that in many cases objects moving with different 3D moti...
Lihi Zelnik-Manor, Michal Irani
ICCV
2003
IEEE
14 years 10 months ago
Shape Representation via Harmonic Embedding
We present a novel representation of shape for closed planar contours explicitly designed to possess a linear structure. This greatly simplifies linear operations such as averagin...
Alessandro Duci, Anthony J. Yezzi, Sanjoy K. Mitte...
ICCV
2001
IEEE
14 years 10 months ago
Stochastic Processes in Vision: From Langevin to Beltrami
Diffusion processes which are widely used in low level vision are presented as a result of an underlying stochastic process. The short-time non-linear diffusion is interpreted as ...
Nir A. Sochen