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» Nonparametric Bayesian Image Segmentation
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ICIP
2006
IEEE
16 years 2 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 3 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
CVPR
2011
IEEE
14 years 9 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
BMVC
2001
15 years 3 months ago
Colour Image Segmentation by Non-Parametric Density Estimation in Colour Space
Paul A. Bromiley, Neil A. Thacker, Patrick Courtne...
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CVIU
2004
65views more  CVIU 2004»
15 years 1 months ago
On combining graph-partitioning with non-parametric clustering for image segmentation
Aleix M. Martínez, Pradit Mittrapiyanuruk, ...