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» Mean shift based nonparametric motion characterization
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ICIP
2004
IEEE
14 years 6 months ago
Mean shift based nonparametric motion characterization
Ling-Yu Duan, Min Xu, Qi Tian, Changsheng Xu
MM
2004
ACM
212views Multimedia» more  MM 2004»
13 years 10 months ago
Nonparametric motion model
Motion information is a powerful cue for visual perception. In the context of video indexing and retrieval, motion content serves as a useful source for compact video representati...
Ling-Yu Duan, Min Xu, Qi Tian, Changsheng Xu
MM
2003
ACM
148views Multimedia» more  MM 2003»
13 years 10 months ago
Nonparametric color characterization using mean shift
Color is very useful in locating and recognizing objects that occur in artificial environments. The color histogram has shown its efficiency and advantages as a general tool for v...
Ling-Yu Duan, Min Xu, Qi Tian, Changsheng Xu
CVPR
2010
IEEE
14 years 26 days ago
Manifold Blurring Mean Shift Algorithms
We propose a new family of algorithms for denoising data assumed to lie on a low-dimensional manifold. The algorithms are based on the blurring mean-shift update, which moves each...
Weiran Wang, Miguel Carreira-perpinan
CVPR
2006
IEEE
13 years 11 months ago
Nonlinear Mean Shift for Clustering over Analytic Manifolds
The mean shift algorithm is widely applied for nonparametric clustering in Euclidean spaces. Recently, mean shift was generalized for clustering on matrix Lie groups. We further e...
Raghav Subbarao, Peter Meer