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Generalized Intersection over Union: A Metric and A Loss for Bounding Box Regression

25 February 2019

Silvio Savarese

Papers citing "Generalized Intersection over Union: A Metric and A Loss for Bounding Box Regression"

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Title
Loss Function Discovery for Object Detection via Convergence-Simulation Driven SearchInternational Conference on Learning Representations (ICLR), 2021 Peidong Liu Gengwei Zhang Bochao Wang Hang Xu Xiaodan Liang Yong Jiang Zhenguo Li 131 29 0 09 Feb 2021
CorrDetector: A Framework for Structural Corrosion Detection from Drone Images using Ensemble Deep LearningExpert systems with applications (ESWA), 2021 A. Forkan Yong-Bin Kang Prem Prakash Jayaraman Kewen Liao Rohit Kaul G. Morgan R. Ranjan Samir Sinha 54 86 0 09 Feb 2021
Multispectral Object Detection with Deep LearningInternational Conference on Computational Intelligence, Communications, and Business Analytics (ICCICBA), 2021 Md Osman Gani Somenath Kuiry Alaka Das M. Nasipuri N. Das 140 25 0 05 Feb 2021
Automated Rip Current Detection with Region based Convolutional Neural NetworksCoastal Engineering (Coast. Eng.), 2021 Akila de Silva Issei Mori Gregory Dusek James Davis A. Pang 152 44 0 04 Feb 2021
Safety Case Templates for Autonomous Systems Robin Bloomfield Gareth Fletcher Heidy Khlaaf Luke Hinde Philippa Ryan 195 18 0 29 Jan 2021
Rethinking Rotated Object Detection with Gaussian Wasserstein Distance LossInternational Conference on Machine Learning (ICML), 2021 Xue Yang Junchi Yan Qi Ming Wentao Wang Xiaopeng Zhang Qi Tian 415 522 0 28 Jan 2021
Focal and Efficient IOU Loss for Accurate Bounding Box RegressionNeurocomputing (Neurocomputing), 2021 Yi-Fan Zhang Weiqiang Ren Zhang Zhang Zhen Jia Liang Wang Tieniu Tan 303 1,595 0 20 Jan 2021
LLA: Loss-aware Label Assignment for Dense Pedestrian DetectionNeurocomputing (Neurocomputing), 2021 Zheng Ge Jianfeng Wang Xin Huang Songtao Liu Osamu Yoshie 309 44 0 12 Jan 2021
TrackFormer: Multi-Object Tracking with TransformersComputer Vision and Pattern Recognition (CVPR), 2021 Tim Meinhardt A. Kirillov Laura Leal-Taixe Christoph Feichtenhofer VOT 758 949 0 07 Jan 2021
PandaNet : Anchor-Based Single-Shot Multi-Person 3D Pose EstimationComputer Vision and Pattern Recognition (CVPR), 2020 Abdallah Benzine Florian Chabot B. Luvison Q. C. Pham Catherine Achard 3DH 287 59 0 07 Jan 2021
Research on Fast Text Recognition Method for Financial Ticket Image Han Zhang Qinghua Zheng B. Feng 94 7 0 05 Jan 2021
TransTrack: Multiple Object Tracking with Transformer Pei Sun Jinkun Cao Yi Jiang Rufeng Zhang Enze Xie Zehuan Yuan Changhu Wang Ping Luo ViT VOT 684 701 0 31 Dec 2020
Efficient and Visualizable Convolutional Neural Networks for COVID-19 Classification Using Chest CTExpert systems with applications (ESWA), 2020 A. Garg Salehi M. Rocca R. Garner D. Duncan 244 46 0 22 Dec 2020
Labels Are Not Perfect: Inferring Spatial Uncertainty in Object Detection Di Feng Zining Wang Yiyang Zhou Lars Rosenbaum Fabian Timm Klaus C. J. Dietmayer Masayoshi Tomizuka Wei Zhan 160 29 0 18 Dec 2020
Toward Transformer-Based Object Detection Josh Beal Eric Kim Eric Tzeng Dong Huk Park Andrew Zhai Dmitry Kislyuk ViT 240 241 0 17 Dec 2020
MOLTR: Multiple Object Localisation, Tracking, and Reconstruction from Monocular RGB VideosIEEE Robotics and Automation Letters (RA-L), 2020 Kejie Li Hamid Rezatofighi Ian Reid 321 25 0 09 Dec 2020
End-to-End Object Detection with Fully Convolutional Network Jianfeng Wang Lin Song Zeming Li Hongbin Sun Jian Sun N. Zheng ObjD 437 229 0 07 Dec 2020
Towards Better Object Detection in Scale Variation with Adaptive Feature Selection Zehui Gong Dong Li ObjD 273 5 0 06 Dec 2020
Vision-based Drone Flocking in Outdoor Environments Fabian Schilling Fabrizio Schiano Dario Floreano 187 5 0 02 Dec 2020
Meta-Cognition-Based Simple And Effective Approach To Object DetectionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 Sannidhi P Kumar C. Gautam Suresh Sundaram ObjD 85 3 0 02 Dec 2020
Video Self-Stitching Graph Network for Temporal Action LocalizationIEEE International Conference on Computer Vision (ICCV), 2020 Chen Zhao Ali K. Thabet Guohao Li 426 168 0 30 Nov 2020
End-to-End Video Instance Segmentation with TransformersComputer Vision and Pattern Recognition (CVPR), 2020 Yuqing Wang Zhaoliang Xu Xinlong Wang Chunhua Shen Baoshan Cheng Hao Shen Huaxia Xia ViT 434 766 0 30 Nov 2020
TinaFace: Strong but Simple Baseline for Face Detection Yanjia Zhu Hongxiang Cai Shuhan Zhang Chenhao Wang Yichao Xiong CVBM 367 95 0 26 Nov 2020
Sparse R-CNN: End-to-End Object Detection with Learnable ProposalsComputer Vision and Pattern Recognition (CVPR), 2020 Pei Sun Rufeng Zhang Yi Jiang Tao Kong Chenfeng Xu ... Masayoshi Tomizuka Lei Li Zehuan Yuan Changhu Wang Ping Luo ObjD 363 1,329 0 25 Nov 2020
Rethinking Transformer-based Set Prediction for Object DetectionIEEE International Conference on Computer Vision (ICCV), 2020 Zhiqing Sun Shengcao Cao Yiming Yang Kris Kitani ViT 310 366 0 21 Nov 2020
One Metric to Measure them All: Localisation Recall Precision (LRP) for Evaluating Visual Detection TasksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Kemal Oksuz Baris Can Cam Sinan Kalkan Emre Akbas 204 39 0 21 Nov 2020
Attention-Based Transformers for Instance Segmentation of Cells in MicrostructuresIEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2020 Tim Prangemeier Christoph Reich Heinz Koeppl MedIm ViT 90 105 0 19 Nov 2020
Slender Object Detection: Diagnoses and Improvements Zhaoyi Wan Yimin Chen Sutao Deng Kunpeng Chen Cong Yao Jiebo Luo ObjD 305 11 0 17 Nov 2020
LittleYOLO-SPP: A Delicate Real-Time Vehicle Detection AlgorithmOptik (Stuttgart) (Optik), 2020 Sri Jamiya S Esther Rani P ObjD 141 77 0 11 Nov 2020
Optimized Loss Functions for Object detection: A Case Study on Nighttime Vehicle Detection Shang Jiang Haoran Qin Binglin Zhang Jieyu Zheng 227 13 0 11 Nov 2020
Multi-label classification of promotions in digital leaflets using textual and visual information R. Arroyo David Jiménez-Cabello Javier Martínez-Cebrián 144 3 0 07 Oct 2020
A Ranking-based, Balanced Loss Function Unifying Classification and Localisation in Object Detection Kemal Oksuz Baris Can Cam Emre Akbas Sinan Kalkan 256 49 0 28 Sep 2020
Image-Based Sorghum Head Counting When You Only Look OnceHawaii International Conference on System Sciences (HICSS), 2020 Lawrence Mosley Hieu H. Pham Y. Bansal E. Hare 197 9 0 24 Sep 2020
AAA: Adaptive Aggregation of Arbitrary Online Trackers with Theoretical Performance Guarantee Heon Song D. Suehiro S. Uchida VOT 113 2 0 19 Sep 2020
Video based real-time positional tracker David Albarracín Molina Jesús Hormigo Cebolla José David Fernández 134 0 0 17 Sep 2020
Learning semantic Image attributes using Image recognition and knowledge graph embeddingsInternational Journal of Image Graphics and Signal Processing (IJIGSP), 2020 Ashutosh Tiwari Sandeep Varma 135 3 0 12 Sep 2020
Bridging the Gap: Unifying the Training and Evaluation of Neural Network Binary ClassifiersNeural Information Processing Systems (NeurIPS), 2020 Deyuan Li Kate Candon Taesoo Daniel Lee Yofti Milkessa Hao-Tien Lewis Chiang AAML 169 4 0 02 Sep 2020
VarifocalNet: An IoU-aware Dense Object DetectorComputer Vision and Pattern Recognition (CVPR), 2020 Haoyang Zhang Ying Wang Feras Dayoub Niko Sünderhauf ObjD 342 862 0 31 Aug 2020
TORNADO-Net: mulTiview tOtal vaRiatioN semAntic segmentation with Diamond inceptiOn module Martin Gerdzhev Ryan Razani E. Taghavi Bingbing Liu 3DPC 268 72 0 24 Aug 2020
DronePose: Photorealistic UAV-Assistant Dataset Synthesis for 3D Pose Estimation via a Smooth Silhouette Loss G. Albanis N. Zioulis A. Dimou D. Zarpalas P. Daras 3DH 174 12 0 20 Aug 2020
Offloading Optimization in Edge Computing for Deep Learning Enabled Target Tracking by Internet-of-UAVs Bofu Yang Xuelin Cao Chau Yuen Lijun Qian 282 131 0 18 Aug 2020
A Deep Convolutional Neural Network for the Detection of Polyps in Colonoscopy Images Tariq Rahim Syed Ali Hassan Soo Young Shin MedIm 130 52 0 15 Aug 2020
How Trustworthy are Performance Evaluations for Basic Vision Tasks?IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Tran Thien Dat Nguyen H. Rezatofighi B. Vo B. Vo Silvio Savarese Ian Reid XAI 237 28 0 08 Aug 2020
Single-Shot Two-Pronged Detector with Rectified IoU LossACM Multimedia (ACM MM), 2020 Keyang Wang Lei Zhang ObjD 119 27 0 08 Aug 2020
Multi-Level Temporal Pyramid Network for Action DetectionChinese Conference on Pattern Recognition and Computer Vision (CPRCV), 2020 Xiang Wang Changxin Gao Shiwei Zhang Nong Sang 126 14 0 07 Aug 2020
SADet: Learning An Efficient and Accurate Pedestrian Detector Chubin Zhuang Zhen Lei Stan Z. Li 247 3 0 26 Jul 2020
PP-YOLO: An Effective and Efficient Implementation of Object Detector Xiang Long Kaipeng Deng Guanzhong Wang Yan Zhang Qingqing Dang ... Hui Shen Jianguo Ren Shumin Han Errui Ding Shilei Wen ObjD 298 321 0 23 Jul 2020
Learning Gaussian Instance Segmentation in Point Clouds Shih-Hung Liu Shan Yu Shao-Chi Wu Hwann-Tzong Chen Tyng-Luh Liu 3DPC ISeg 208 58 0 20 Jul 2020
PIoU Loss: Towards Accurate Oriented Object Detection in Complex EnvironmentsEuropean Conference on Computer Vision (ECCV), 2020 Zhiming Chen Kean Chen Weiyao Lin John See Hui Yu Yan Ke Cong Yang 189 261 0 19 Jul 2020
RepPoints V2: Verification Meets Regression for Object DetectionNeural Information Processing Systems (NeurIPS), 2020 Yihong Chen Zheng Zhang Yue Cao Liwei Wang Stephen Lin Han Hu 238 132 0 16 Jul 2020