Methods › Computer Vision › Pooling Operations › Cascade Corner Pooling
Cascade Corner Pooling
Introduced by Kaiwen Duan et al. in CenterNet: Keypoint Triplets for Object Detection
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Cascade Corner Pooling is a pooling layer for object detection that builds upon the corner pooling operation. Corners are often outside the objects, which lacks local appearance features. CornerNet uses corner pooling to address this issue, where we find the maximum values on the boundary directions so as to determine corners. However, it makes corners sensitive to the edges. To address this problem, we need to let corners see the visual patterns of objects. Cascade corner pooling first looks along a boundary to find a boundary maximum value, then looks inside along the location of the boundary maximum value to find an internal maximum value, and finally, add the two maximum values together. By doing this, the corners obtain both the the boundary information and the visual patterns of objects.
Papers archive 2025-07-28
30 shown of 46, 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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An Appearance Defect Detection Method for Cigarettes Based on C-CenterNet 10 Feb 2025 · 0 repositories · arXiv:2502.06119
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HIP: Hierarchical Point Modeling and Pre-training for Visual Information Extraction 2 Nov 2024 · 0 repositories · arXiv:2411.01139
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From Web Data to Real Fields: Low-Cost Unsupervised Domain Adaptation for Agricultural Robots 31 Oct 2024 · 0 repositories · arXiv:2410.23906
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A Comparative Study of Multiple Deep Learning Algorithms for Efficient Localization of Bone Joints in the Upper Limbs of Human Body 28 Oct 2024 · 1 repository · arXiv:2410.20639
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Locally Grouped and Scale-Guided Attention for Dense Pest Counting 29 Aug 2024 · 0 repositories · arXiv:2408.16503
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Fused attention mechanism-based ore sorting network 5 May 2024 · 0 repositories · arXiv:2405.02785
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YOLC: You Only Look Clusters for Tiny Object Detection in Aerial Images 9 Apr 2024 · 1 repository · arXiv:2404.06180
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FlightScope: An Experimental Comparative Review of Aircraft Detection Algorithms in Satellite Imagery 3 Apr 2024 · 1 repository · arXiv:2404.02877
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Spiking CenterNet: A Distillation-boosted Spiking Neural Network for Object Detection 2 Feb 2024 · 0 repositories · arXiv:2402.01287
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ECC-PolypDet: Enhanced CenterNet with Contrastive Learning for Automatic Polyp Detection 10 Jan 2024 · 1 repository · arXiv:2401.04961
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Randomize to Generalize: Domain Randomization for Runway FOD Detection 23 Sep 2023 · 0 repositories · arXiv:2309.13264
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MultIOD: Rehearsal-free Multihead Incremental Object Detector 11 Sep 2023 · 0 repositories · arXiv:2309.05334
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Small Object Detection for Birds with Swin Transformer 22 Aug 2023 · 0 repositories
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Human Pose Estimation in Monocular Omnidirectional Top-View Images 17 Apr 2023 · 0 repositories · arXiv:2304.08186
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Trap-Based Pest Counting: Multiscale and Deformable Attention CenterNet Integrating Internal LR and HR Joint Feature Learning 5 Apr 2023 · 0 repositories · arXiv:2304.02291
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Computer Vision for a Camel-Vehicle Collision Mitigation System 23 Jan 2023 · 0 repositories · arXiv:2301.09339
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Med-Query: Steerable Parsing of 9-DoF Medical Anatomies with Query Embedding 5 Dec 2022 · 1 repository · arXiv:2212.02014
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NPU-BOLT: A Dataset for Bolt Object Detection in Natural Scene Images 23 May 2022 · 0 repositories · arXiv:2205.11191
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The Impact of Partial Occlusion on Pedestrian Detectability 10 May 2022 · 2 repositories · arXiv:2205.04812
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CenterNet++ for Object Detection 18 Apr 2022 · 3 repositories · arXiv:2204.08394
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NL-FCOS: Improving FCOS through Non-Local Modules for Object Detection 29 Mar 2022 · 0 repositories · arXiv:2203.15638
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SAR-ShipNet: SAR-Ship Detection Neural Network via Bidirectional Coordinate Attention and Multi-resolution Feature Fusion 29 Mar 2022 · 0 repositories · arXiv:2203.15480
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Dangerous Cloaking: Natural Trigger based Backdoor Attacks on Object Detectors in the Physical World 21 Jan 2022 · 0 repositories · arXiv:2201.08619
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RestoreDet: Degradation Equivariant Representation for Object Detection in Low Resolution Images 7 Jan 2022 · 0 repositories · arXiv:2201.02314
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Confidence Propagation Cluster: Unleash Full Potential of Object Detectors 1 Dec 2021 · 1 repository · arXiv:2112.00342
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CONTEXT AUGMENTATION AND FEATURE REFINEMENT NETWORK FOR TINY OBJECT DETECTION 29 Sep 2021 · 0 repositories
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Parsing Table Structures in the Wild 6 Sep 2021 · 3 repositories · arXiv:2109.02199Syntology ran 2 of 7 samples · 5 unverified · 5 pointer-only (licence)
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Identification of Driver Phone Usage Violations via State-of-the-Art Object Detection with Tracking 5 Sep 2021 · 1 repository · arXiv:2109.02119
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MultiTask-CenterNet (MCN): Efficient and Diverse Multitask Learning using an Anchor Free Approach 11 Aug 2021 · 0 repositories · arXiv:2108.05060
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Improving Multiple Object Tracking With Single Object Tracking 19 Jun 2021 · 0 repositories
Tasks archive 2025-07-28
20 shown of 69 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