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Distance Guided Channel Weighting for Semantic Segmentation. (arXiv:2004.12679v4 [cs.CV] UPDATED)
May 16, 2022, 1:10 a.m. | Xuanyi Liu, Lanyun Zhu, Shiping Zhu, Li Luo
cs.CV updates on arXiv.org arxiv.org
Recent works have achieved great success in improving the performance of
multiple computer vision tasks by capturing features with a high channel number
utilizing deep neural networks. However, many channels of extracted features
are not discriminative and contain a lot of redundant information. In this
paper, we address above issue by introducing the Distance Guided Channel
Weighting (DGCW) Module. The DGCW module is constructed in a pixel-wise context
extraction manner, which enhances the discriminativeness of features by
weighting different channels …
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