A Bayesian Nonparametric Model for Unsupervised Joint Segmentation of a Collection of Images

Jointly segmenting a collection of images with shared classes is expected to yield better results than single-image based methods, due to the use of the shared statistical information across different images. This paper proposes a Bayesian approach for tackling this problem. As a first contribution,...

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