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» Image Segmentation - A Survey of Soft Computing Approaches
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87
Voted
ICPR
2000
IEEE
16 years 22 days ago
Segmentation of artery wall in coronary IVUS images: A Probabilistic Approach
Intravascular ultrasound images represent a unique tool to analyze the morphology of arteries and vessels (plaques, etc). The poor quality of these images makes traditional segmen...
Debora Gil, Petia Radeva, Jordi Saludes
100
Voted
PPSN
2000
Springer
15 years 3 months ago
Competitive Segmentation: A Struggle for Image Space
In this paper, we propose a competitive image segmentation algorithm. It is a dynamic evolving optimization method, which we call the population algorithm. The method is inspired f...
Cor J. Veenman, Marcel J. T. Reinders, Eric Backer
ICPR
2008
IEEE
15 years 6 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
116
Voted
ACIVS
2006
Springer
15 years 5 months ago
A Linear-Time Approach for Image Segmentation Using Graph-Cut Measures
Abstract. Image segmentation using graph cuts have become very popular in the last years. These methods are computationally expensive, even with hard constraints (seed pixels). We ...
Alexandre X. Falcão, Paulo A. V. Miranda, A...
ICCV
2007
IEEE
16 years 1 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