Methods › Computer Vision › Proposal Filtering › Non Maximum Suppression
Non Maximum Suppression
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Non Maximum Suppression is a computer vision method that selects a single entity out of many overlapping entities (for example bounding boxes in object detection). The criteria is usually discarding entities that are below a given probability bound. With remaining entities we repeatedly pick the entity with the highest probability, output that as the prediction, and discard any remaining box where a IoU ≥0.5 with the box output in the previous step.
Image Credit: Martin Kersner
Papers archive 2025-07-28
30 shown of 389, 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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ECORE: Energy-Conscious Optimized Routing for Deep Learning Models at the Edge 8 Jul 2025 · 0 repositories · arXiv:2507.06011
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Optimization of bi-directional gated loop cell based on multi-head attention mechanism for SSD health state classification model 13 Jun 2025 · 0 repositories · arXiv:2506.14830
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Cost-Efficient LLM Training with Lifetime-Aware Tensor Offloading via GPUDirect Storage 6 Jun 2025 · 0 repositories · arXiv:2506.06472
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Accelerating Autoregressive Speech Synthesis Inference With Speech Speculative Decoding 21 May 2025 · 0 repositories · arXiv:2505.15380
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Defect Detection in Photolithographic Patterns Using Deep Learning Models Trained on Synthetic Data 15 May 2025 · 0 repositories · arXiv:2505.10192
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StableMotion: Repurposing Diffusion-Based Image Priors for Motion Estimation 10 May 2025 · 0 repositories · arXiv:2505.06668
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PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting 8 May 2025 · 0 repositories · arXiv:2505.05183
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Learning to Borrow Features for Improved Detection of Small Objects in Single-Shot Detectors 30 Apr 2025 · 0 repositories · arXiv:2505.00044
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Floating Car Observers in Intelligent Transportation Systems: Detection Modeling and Temporal Insights 29 Apr 2025 · 0 repositories · arXiv:2505.02845
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BBoxCut: A Targeted Data Augmentation Technique for Enhancing Wheat Head Detection Under Occlusions 31 Mar 2025 · 0 repositories · arXiv:2503.24032
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ForcePose: A Deep Learning Approach for Force Calculation Based on Action Recognition Using MediaPipe Pose Estimation Combined with Object Detection 28 Mar 2025 · 0 repositories · arXiv:2503.22363
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ODVerse33: Is the New YOLO Version Always Better? A Multi Domain benchmark from YOLO v5 to v11 20 Feb 2025 · 0 repositories · arXiv:2502.14314
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Fast-COS: A Fast One-Stage Object Detector Based on Reparameterized Attention Vision Transformer for Autonomous Driving 11 Feb 2025 · 0 repositories · arXiv:2502.07417
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Adaptive Object Detection for Indoor Navigation Assistance: A Performance Evaluation of Real-Time Algorithms 30 Jan 2025 · 0 repositories · arXiv:2501.18444
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Object Detection for Medical Image Analysis: Insights from the RT-DETR Model 27 Jan 2025 · 0 repositories · arXiv:2501.16469
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Variational U-Net with Local Alignment for Joint Tumor Extraction and Registration (VALOR-Net) of Breast MRI Data Acquired at Two Different Field Strengths 23 Jan 2025 · 0 repositories · arXiv:2501.13690
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Diffusion Model is Effectively Its Own Teacher 1 Jan 2025 · 0 repositories
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Optimizing SSD Caches for Cloud Block Storage Systems Using Machine Learning Approaches 29 Dec 2024 · 0 repositories · arXiv:2501.14770
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Comprehensive Multi-Modal Prototypes are Simple and Effective Classifiers for Vast-Vocabulary Object Detection 23 Dec 2024 · 1 repository · arXiv:2412.17800
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Deep Learning and Hybrid Approaches for Dynamic Scene Analysis, Object Detection and Motion Tracking 5 Dec 2024 · 0 repositories · arXiv:2412.05331
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InfiniDreamer: Arbitrarily Long Human Motion Generation via Segment Score Distillation 27 Nov 2024 · 0 repositories · arXiv:2411.18303
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Harnessing Your DRAM and SSD for Sustainable and Accessible LLM Inference with Mixed-Precision and Multi-level Caching 17 Oct 2024 · 0 repositories · arXiv:2410.14740
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Exploring the Benefit of Activation Sparsity in Pre-training 4 Oct 2024 · 1 repository · arXiv:2410.03440Syntology ran 4 of 4 samples · 0 unverified · 4 pointer-only (licence)
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Benchmarking Deep Learning Models for Object Detection on Edge Computing Devices 25 Sep 2024 · 0 repositories · arXiv:2409.16808
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TiM4Rec: An Efficient Sequential Recommendation Model Based on Time-Aware Structured State Space Duality Model 24 Sep 2024 · 1 repository · arXiv:2409.16182
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IAFI-FCOS: Intra- and across-layer feature interaction FCOS model for lesion detection of CT images 1 Sep 2024 · 0 repositories · arXiv:2409.00694
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Vision Language Model for Interpretable and Fine-grained Detection of Safety Compliance in Diverse Workplaces 13 Aug 2024 · 0 repositories · arXiv:2408.07146
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Domain penalisation for improved Out-of-Distribution Generalisation 3 Aug 2024 · 0 repositories · arXiv:2408.01746
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Enhancing Tree Type Detection in Forest Fire Risk Assessment: Multi-Stage Approach and Color Encoding with Forest Fire Risk Evaluation Framework for UAV Imagery 27 Jul 2024 · 0 repositories · arXiv:2407.19184
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VSSD: Vision Mamba with Non-Causal State Space Duality 26 Jul 2024 · 2 repositories · arXiv:2407.18559Syntology ran 4 of 11 samples · 7 unverified · 1 pointer-only (licence)
Tasks archive 2025-07-28
20 shown of 283 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
| Task | Papers |
|---|---|
| Object Detection | 208 |
| object-detection | 193 |
| Object | 112 |
| Semantic Segmentation | 24 |
| GPU | 21 |
| Real-Time Object Detection | 21 |
| Instance Segmentation | 19 |
| Segmentation | 16 |
| Pedestrian Detection | 15 |
| Image Classification | 13 |
| Autonomous Driving | 11 |
| General Classification | 11 |
| Transfer Learning | 11 |
| Classification | 10 |
| Deep Learning | 10 |
| image-classification | 10 |
| Pose Estimation | 9 |
| regression | 9 |
| CPU | 8 |
| Decoder | 8 |
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