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» Nonparametric Bayesian Image Segmentation
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ISBI
2002
IEEE
15 years 11 months ago
3-D Bayesian ultrasound breast image segmentation using the EM/MPM algorithm
L. A. Christopher, E. J. Delp, Charles R. Meyer, P...
143
Voted
ICIP
1997
IEEE
16 years 8 months ago
Wavelet Based Automatic Thresholding for Image Segmentation
In this paper, a new systematic method to segment possible target areas based on wavelet transforms is presented. We develop an analytic model for the segmentation of targets, whi...
Xiao-Ping Zhang, Mita D. Desai
160
Voted
IBPRIA
2007
Springer
16 years 16 days ago
Bayesian Hyperspectral Image Segmentation with Discriminative Class Learning
Abstract. This paper presents a new Bayesian approach to hyperspectral image segmentation that boosts the performance of the discriminative classifiers. This is achieved by combin...
Janete S. Borges, José M. Bioucas-Dias, And...
160
Voted
IBPRIA
2007
Springer
16 years 16 days ago
Bayesian Oil Spill Segmentation of SAR Images Via Graph Cuts
Abstract. This paper extends and generalizes the Bayesian semisupervised segmentation algorithm [1] for oil spill detection using SAR images. In the base algorithm on which we buil...
Sónia Pelizzari, José M. Bioucas-Dia...
188
Voted
ICIP
2009
IEEE
15 years 4 months ago
A novel two-tier Bayesian based method for hair segmentation
In this paper, a novel two-tier Bayesian based method is proposed for hair segmentation. In the first tier, we construct a Bayesian model by integrating hair occurrence prior prob...
Dan Wang, Shiguang Shan, Wei Zeng, Hongming Zhang,...