Few-shot prototype alignment regularization network for document image layout segementation

Yujie Li, Pengfei Zhang,Xing Xu, Yi Lai,Fumin Shen,Lijiang Chen,Pengxiang Gao

Pattern Recognition（2021）

引用 13|浏览41

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摘要

•A novel method for the document image layout analysis problem is proposed.•It makes better use of the information of the support set by metric learning.•It learns classification prototype within an embedding space.•Prototype alignment regularization term between support and query sets is developed.

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关键词

Meta-learning,Few-shot learning,Metric learning,Semantic segmentation

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