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Modeling spatial layout for scene image understanding via a novel multiscale sum-product network.

Expert Syst. Appl., no. C (2016): 231-240

Cited by: 10|Views37
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Abstract

A new deep architecture MSPN is proposed for image segmentation.Multiscale unary potentials are used to model image spatial layouts.A superpixel-based refinement method is used to improve the parsing results. Semantic image segmentation is challenging due to the large intra-class variations and the complex spatial layouts inside natural s...More

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