Methods › Computer Vision › Feature Extractors › RFB
Receptive Field Block
RFB
Introduced by Songtao Liu et al. in Receptive Field Block Net for Accurate and Fast Object Detection
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Receptive Field Block (RFB) is a module for strengthening the deep features learned from lightweight CNN models so that they can contribute to fast and accurate detectors. Specifically, RFB makes use of multi-branch pooling with varying kernels corresponding to RFs of different sizes, applies dilated convolution layers to control their eccentricities, and reshapes them to generate final representation.
Papers archive 2025-07-28
8 shown of 8, 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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Improved YOLOv7 model for insulator defect detection 11 Feb 2025 · 0 repositories · arXiv:2502.07179
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Physics-informed CoKriging model of a redox flow battery 17 Jun 2021 · 0 repositories · arXiv:2106.09188
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Efficient Face Detection in the Fisheye Image Domain 14 Jun 2021 · 0 repositories
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Perceptual Extreme Super Resolution Network with Receptive Field Block 26 May 2020 · 1 repository · arXiv:2005.12597Syntology ran 0 of 3 samples · 3 unverified
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YOLOv4: Optimal Speed and Accuracy of Object Detection 23 Apr 2020 · 223 repositories · arXiv:2004.10934Syntology ran 24 of 184 samples · 160 unverified · 8 pointer-only (licence)
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RFBNet: Deep Multimodal Networks with Residual Fusion Blocks for RGB-D Semantic Segmentation 29 Jun 2019 · 0 repositories · arXiv:1907.00135
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FSD: Feature Skyscraper Detector for Stem End and Blossom End of Navel Orange 24 May 2019 · 0 repositories · arXiv:1905.09994
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Receptive Field Block Net for Accurate and Fast Object Detection 21 Nov 2017 · 7 repositories · arXiv:1711.07767Syntology ran 3 of 3 samples · 0 unverified · 3 pointer-only (licence)
Tasks archive 2025-07-28
15 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
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections