Methods › Computer Vision › Pooling Operations › Strip Pooling
Strip Pooling
Introduced by Qibin Hou et al. in Strip Pooling: Rethinking Spatial Pooling for Scene Parsing
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Strip Pooling is a pooling strategy for scene parsing which considers a long but narrow kernel, i.e., 1×N or N×1. As an alternative to global pooling, strip pooling offers two advantages. First, it deploys a long kernel shape along one spatial dimension and hence enables capturing long-range relations of isolated regions. Second, it keeps a narrow kernel shape along the other spatial dimension, which facilitates capturing local context and prevents irrelevant regions from interfering the label prediction. Integrating such long but narrow pooling kernels enables the scene parsing networks to simultaneously aggregate both global and local context. This is essentially different from the traditional spatial pooling which collects context from a fixed square region.
Papers archive 2025-07-28
6 shown of 6, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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DRTAM: Dual Rank-1 Tensor Attention Module 11 Mar 2022 · 0 repositories · arXiv:2203.05893
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Efficient Context-Aware Network for Abdominal Multi-organ Segmentation 22 Sep 2021 · 1 repository · arXiv:2109.10601
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BANet: Blur-aware Attention Networks for Dynamic Scene Deblurring 19 Jan 2021 · 1 repository · arXiv:2101.07518
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Learned Block-based Hybrid Image Compression 17 Dec 2020 · 0 repositories · arXiv:2012.09550
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Distortion-aware Monocular Depth Estimation for Omnidirectional Images 18 Oct 2020 · 0 repositories · arXiv:2010.08942
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Strip Pooling: Rethinking Spatial Pooling for Scene Parsing 30 Mar 2020 · 2 repositories · arXiv:2003.13328Syntology ran 2 of 11 samples · 9 unverified
Tasks archive 2025-07-28
14 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
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Categories archive 2025-07-28
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