Methods › Computer Vision › RoI Feature Extractors › RoIPool
RoIPool
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Region of Interest Pooling, or RoIPool, is an operation for extracting a small feature map (e.g., 7×7) from each RoI in detection and segmentation based tasks. Features are extracted from each candidate box, and thereafter in models like Fast R-CNN, are then classified and bounding box regression performed.
The actual scaling to, e.g., 7×7, occurs by dividing the region proposal into equally sized sections, finding the largest value in each section, and then copying these max values to the output buffer. In essence, RoIPool is max pooling on a discrete grid based on a box.
Image Source: Joyce Xu
Papers archive 2025-07-28
30 shown of 620, 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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3D Gaussian Splat Vulnerabilities 30 May 2025 · 1 repository · arXiv:2506.00280
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Zero-to-Hero: Zero-Shot Initialization Empowering Reference-Based Video Appearance Editing 29 May 2025 · 1 repository · arXiv:2505.23134
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Force Prompting: Video Generation Models Can Learn and Generalize Physics-based Control Signals 26 May 2025 · 0 repositories · arXiv:2505.19386
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OB3D: A New Dataset for Benchmarking Omnidirectional 3D Reconstruction Using Blender 26 May 2025 · 1 repository · arXiv:2505.20126
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AppleGrowthVision: A large-scale stereo dataset for phenological analysis, fruit detection, and 3D reconstruction in apple orchards 20 May 2025 · 0 repositories · arXiv:2505.14029
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Object detection in adverse weather conditions for autonomous vehicles using Instruct Pix2Pix 13 May 2025 · 0 repositories · arXiv:2505.08228
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DARTer: Dynamic Adaptive Representation Tracker for Nighttime UAV Tracking 1 May 2025 · 0 repositories · arXiv:2505.00752
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Learning Underwater Active Perception in Simulation 23 Apr 2025 · 0 repositories · arXiv:2504.17817
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FMNV: A Dataset of Media-Published News Videos for Fake News Detection 10 Apr 2025 · 0 repositories · arXiv:2504.07687
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From Specificity to Generality: Revisiting Generalizable Artifacts in Detecting Face Deepfakes 7 Apr 2025 · 0 repositories · arXiv:2504.04827
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BlenderGym: Benchmarking Foundational Model Systems for Graphics Editing 2 Apr 2025 · 1 repository · arXiv:2504.01786
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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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A GAN-Enhanced Deep Learning Framework for Rooftop Detection from Historical Aerial Imagery 29 Mar 2025 · 1 repository · arXiv:2503.23200
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Autonomous AI for Multi-Pathology Detection in Chest X-Rays: A Multi-Site Study in the Indian Healthcare System 28 Mar 2025 · 0 repositories · arXiv:2504.00022
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Exploring Few-Shot Object Detection on Blood Smear Images: A Case Study of Leukocytes and Schistocytes 21 Mar 2025 · 0 repositories · arXiv:2503.17107
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TGBFormer: Transformer-GraphFormer Blender Network for Video Object Detection 18 Mar 2025 · 0 repositories · arXiv:2503.13903
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DivCon-NeRF: Generating Augmented Rays with Diversity and Consistency for Few-shot View Synthesis 17 Mar 2025 · 0 repositories · arXiv:2503.12947
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Motion Blender Gaussian Splatting for Dynamic Scene Reconstruction 12 Mar 2025 · 1 repository · arXiv:2503.09040
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WalnutData: A UAV Remote Sensing Dataset of Green Walnuts and Model Evaluation 27 Feb 2025 · 1 repository · arXiv:2502.20092
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Automatic Vehicle Detection using DETR: A Transformer-Based Approach for Navigating Treacherous Roads 25 Feb 2025 · 0 repositories · arXiv:2502.17843
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Autonomous Vision-Guided Resection of Central Airway Obstruction 25 Feb 2025 · 0 repositories · arXiv:2502.18586
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GHOST 2.0: generative high-fidelity one shot transfer of heads 25 Feb 2025 · 0 repositories · arXiv:2502.18417
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Analysis and Prediction of Coverage and Channel Rank for UAV Networks in Rural Scenarios with Foliage 14 Feb 2025 · 0 repositories · arXiv:2502.10324
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Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector 8 Feb 2025 · 0 repositories · arXiv:2502.05540
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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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Advanced technology in railway track monitoring using the GPR Technique: A Review 19 Jan 2025 · 0 repositories · arXiv:2501.11132
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RDG-GS: Relative Depth Guidance with Gaussian Splatting for Real-time Sparse-View 3D Rendering 19 Jan 2025 · 0 repositories · arXiv:2501.11102
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A method for estimating roadway billboard salience 13 Jan 2025 · 0 repositories · arXiv:2501.07342
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OpenGERT: Open Source Automated Geometry Extraction with Geometric and Electromagnetic Sensitivity Analyses for Ray-Tracing Propagation Models 12 Jan 2025 · 1 repository · arXiv:2501.06945
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DropoutGS: Dropping Out Gaussians for Better Sparse-view Rendering 1 Jan 2025 · 0 repositories
Tasks archive 2025-07-28
20 shown of 360 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