Semantic boundary enhancement and position attention network with long-range dependency for semantic segmentation

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Xi Chen, Zhen Han, Xiaoping Liu, Zhiqiang Li, Tao Fang, Hong Huo, Qingli Li, Min Zhu, Min Liu, Haolei Yuan

Published: 2021, Last Modified: 16 Feb 2026Appl. Soft Comput. 2021EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Semantic boundary detection is embedded in enhancement of high-level feature maps.•Long-range discriminative spatial dependencies is learnt over semantic boundaries.•The experimental results verify that the effectiveness of the new method.