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» A Variational Approach for Color Image Segmentation
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ICPR
2008
IEEE
14 years 2 months ago
A variational inference based approach for image segmentation
In this paper, we present a variational Bayes (VB) approach for image segmentation. First, image is modeled by a mixture model, and then with the techniques of factor analyzer, th...
Zhenglong Li, Qingshan Liu, Jian Cheng, Hanqing Lu
CVPR
2008
IEEE
14 years 9 months ago
A Bayesian approach for image segmentation with shape priors
Color and texture have been widely used in image segmentation; however, their performance is often hindered by scene ambiguities, overlapping objects, or missing parts. In this pa...
Hang Chang, Qing Yang, Bahram Parvin
CIARP
2007
Springer
14 years 1 months ago
Range and Intensity Vision for Rock-Scene Segmentation
Abstract. This paper presents a methodology for the automatic segmentation of rock-scenes using a combination of range and intensity vision. A major problem in rock scene segmentat...
Simphiwe Mkwelo, Fred Nicolls, Gerhard de Jager
ICCV
2007
IEEE
14 years 9 months ago
Pairwise Similarities across Images for Multiple View Rigid/Non-Rigid Segmentation and Registration
A variational approach for the background/foreground segmentation of multiple views of the same scene is pre
Luca Bertelli, Marco Zuliani, B. S. Manjunath
MICCAI
2008
Springer
14 years 8 months ago
A Variational Level Set Approach to Segmentation and Bias Correction of Images with Intensity Inhomogeneity
Abstract. This paper presents a variational level set approach to joint segmentation and bias correction of images with intensity inhomogeneity. Our method is based on an observati...
Chunming Li, Rui Huang, Zhaohua Ding, Chris Gat...