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cs.CV2018★ 1 cited
Image Segmentation with Pseudo-marginal MCMC Sampling and Nonparametric Shape Priors
Ertunc Erdil, Sinan Yildirim, Tolga Tasdizen +1
In this paper, we propose an efficient pseudo-marginal Markov chain Monte Carlo (MCMC) sampling approach to draw samples from posterior shape distributions for image segmentation.…
cs.CV2016
MCMC Shape Sampling for Image Segmentation with Nonparametric Shape Priors
Ertunc Erdil, Sinan Yıldırım, Müjdat Çetin +1
Segmenting images of low quality or with missing data is a challenging problem. Integrating statistical prior information about the shapes to be segmented can improve the segmentat…