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» Nonparametric Bayesian Image Segmentation
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ICIP
2006
IEEE
16 years 7 months ago
Using Non-Parametric Kernel to Segment and Smooth Images Simultaneously
Piecewise constant and piecewise smooth Mumford-Shah (MS) models have been widely studied and used for image segmentation. More complicated than piecewise constant MS, global Gaus...
Weihong Guo, Yunmei Chen
ICCV
2007
IEEE
16 years 7 months ago
Non-Parametric Probabilistic Image Segmentation
We propose a simple probabilistic generative model for image segmentation. Like other probabilistic algorithms (such as EM on a Mixture of Gaussians) the proposed model is princip...
Marco Andreetto, Lihi Zelnik-Manor, Pietro Perona
168
Voted
CVPR
2011
IEEE
15 years 2 months ago
Nonparametric Density Estimation on A Graph: Learning Framework, Fast Approximation and Application in Image Segmentation
We present a novel framework for tree-structure embedded density estimation and its fast approximation for mode seeking. The proposed method could find diverse applications in co...
Zhiding Yu, Oscar Au, Ketan Tang
110
Voted
BMVC
2001
15 years 8 months ago
Colour Image Segmentation by Non-Parametric Density Estimation in Colour Space
Paul A. Bromiley, Neil A. Thacker, Patrick Courtne...