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» Primary Image Segmentation

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CVPR
2007
IEEE

174views Computer Vision» more CVPR 2007»

Image Classification with Segmentation Graph Kernels

14 years 11 months ago

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We propose a family of kernels between images, defined as kernels between their respective segmentation graphs. The kernels are based on soft matching of subtree-patterns of the r...

Francis Bach, Zaïd Harchaoui

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PR
2007

340views more PR 2007»

Fast and robust fuzzy c-means clustering algorithms incorporating local information for image segmentation

13 years 8 months ago

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— Fuzzy c-means (FCM) algorithms with spatial constraints (FCM_S) have been proven effective for image segmentation. However, they still have the following disadvantages: 1) Alth...

Weiling Cai, Songcan Chen, Daoqiang Zhang

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ICIP
2003
IEEE

96views Image Processing» more ICIP 2003»

Unsupervised multicomponent image segmentation combining a vectorial HMC model and ICA

14 years 10 months ago