Methods › Computer Vision › One-Stage Object Detection Models › CenterNet
CenterNet
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.
CenterNet is a one-stage object detector that detects each object as a triplet, rather than a pair, of keypoints. It utilizes two customized modules named cascade corner pooling and center pooling, which play the roles of enriching information collected by both top-left and bottom-right corners and providing more recognizable information at the central regions, respectively. The intuition is that, if a predicted bounding box has a high IoU with the ground-truth box, then the probability that the center keypoint in its central region is predicted as the same class is high, and vice versa. Thus, during inference, after a proposal is generated as a pair of corner keypoints, we determine if the proposal is indeed an object by checking if there is a center keypoint of the same class falling within its central region.
Papers archive 2025-07-28
30 shown of 47, 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 70 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