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ICASSP
2011
IEEE
13 years 1 months ago
An adaptive bayesian clustering and multivariate region merging based technique for efficient segmentation of color images
We propose a methodology for improved segmentation of images in a Bayesian framework by fusion of color, texture and gradient information. The proposed algorithm is initialized by...
Sreenath Rao Vantaram, Eli Saber
PR
2010
211views more  PR 2010»
13 years 8 months ago
Interactive image segmentation by maximal similarity based region merging
Jifeng Ning, Lei Zhang 0006, David Zhang, Chengke ...
CRV
2005
IEEE
160views Robotics» more  CRV 2005»
13 years 12 months ago
Segmentation of Laparoscopic Images: Integrating Graph-Based Segmentation and Multistage Region Merging
This paper presents a method that combines graphbased segmentation and multistage region merging to segment laparoscopic images. Starting with image preprocessing, including Gauss...
Yueyun Shu, Guillaume-Alexandre Bilodeau, Farida C...
PRL
2006
85views more  PRL 2006»
13 years 10 months ago
Image segmentation based on merging of sub-optimal segmentations
In this paper a heuristic segmentation algorithm is presented based on the oversegmentation of an image. The method uses a set of different segmentations of the image produced pre...
Juan Carlos Pichel, David E. Singh, Francisco F. R...
ICIP
2009
IEEE
13 years 7 months ago
A hierarchical graph-based markovian clustering approach for the unsupervised segmentation of textured color images
In this paper, a new unsupervised hierarchical approach to textured color images segmentation is proposed. To this end, we have designed a two-step procedure based on a grey-scale...
Rachid Hedjam, Max Mignotte