A deep generative directed network for scene depth ordering.

Kewei Wu,Yang Gao,Hailong Ma,Yongxuan Sun,Tingting Yao,Zhao Xie

Journal of Visual Communication and Image Representation（2019）

引用 1|浏览71

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摘要

•We propose deep generative directed-network (DGDN) to unify two complementary edgel and regional cues conflicts.•DGDN plugs the HMF-like structure onto the top of deep dense network.•HMF model use bi-direction inference to update the state of depth ordering.•We further design an EM-like procedure to learn the optimal parameters.

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关键词

Deep generative directed-network,Depth ordering,Hidden Markov field,DenseNet

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