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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
Localization Distillation for Dense Object Detection Zhaohui Zheng Rongguang Ye Ping Wang Dongwei Ren W. Zuo Qibin Hou Ming-Ming Cheng ObjD 181 118 0 24 Feb 2021
Loss Function Discovery for Object Detection via Convergence-Simulation Driven Search Peidong Liu Gengwei Zhang Bochao Wang Hang Xu Xiaodan Liang Yong Jiang Zhenguo Li 80 28 0 09 Feb 2021
CorrDetector: A Framework for Structural Corrosion Detection from Drone Images using Ensemble Deep Learning A. Forkan Yong-Bin Kang Prem Prakash Jayaraman Kewen Liao Rohit Kaul G. Morgan R. Ranjan Samir Sinha 16 69 0 09 Feb 2021
Multispectral Object Detection with Deep Learning Md Osman Gani Somenath Kuiry Alaka Das M. Nasipuri N. Das 42 18 0 05 Feb 2021
Automated Rip Current Detection with Region based Convolutional Neural Networks Akila de Silva Issei Mori Gregory Dusek James Davis A. Pang 76 39 0 04 Feb 2021
Safety Case Templates for Autonomous Systems Robin Bloomfield Gareth Fletcher Heidy Khlaaf Luke Hinde Philippa Ryan 79 15 0 29 Jan 2021
Rethinking Rotated Object Detection with Gaussian Wasserstein Distance Loss Xue Yang Junchi Yan Qi Ming Wentao Wang Xiaopeng Zhang Qi Tian 222 414 0 28 Jan 2021
Focal and Efficient IOU Loss for Accurate Bounding Box Regression Yi-Fan Zhang Weiqiang Ren Zhang Zhang Zhen Jia Liang Wang Tieniu Tan 122 1,308 0 20 Jan 2021
LLA: Loss-aware Label Assignment for Dense Pedestrian Detection Zheng Ge Jianfeng Wang Xin Huang Songtao Liu Osamu Yoshie 140 42 0 12 Jan 2021
TrackFormer: Multi-Object Tracking with Transformers Tim Meinhardt A. Kirillov Laura Leal-Taixe Christoph Feichtenhofer VOT 319 778 0 07 Jan 2021
PandaNet : Anchor-Based Single-Shot Multi-Person 3D Pose Estimation Abdallah Benzine Florian Chabot B. Luvison Q. C. Pham Catherine Achard 3DH 213 57 0 07 Jan 2021
Research on Fast Text Recognition Method for Financial Ticket Image Han Zhang Qinghua Zheng B. Feng 39 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 322 588 0 31 Dec 2020
Efficient and Visualizable Convolutional Neural Networks for COVID-19 Classification Using Chest CT A. Garg Salehi M. Rocca R. Garner D. Duncan 101 45 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 65 23 0 18 Dec 2020
Toward Transformer-Based Object Detection Josh Beal Eric Kim Eric Tzeng Dong Huk Park Andrew Zhai Dmitry Kislyuk ViT 99 215 0 17 Dec 2020
MOLTR: Multiple Object Localisation, Tracking, and Reconstruction from Monocular RGB Videos Kejie Li Hamid Rezatofighi Ian Reid 112 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 122 198 0 07 Dec 2020
Towards Better Object Detection in Scale Variation with Adaptive Feature Selection Zehui Gong Dong Li ObjD 80 4 0 06 Dec 2020
Vision-based Drone Flocking in Outdoor Environments Fabian Schilling Fabrizio Schiano Dario Floreano 34 5 0 02 Dec 2020
Meta-Cognition-Based Simple And Effective Approach To Object Detection Sannidhi P Kumar C. Gautam Suresh Sundaram ObjD 16 3 0 02 Dec 2020
Video Self-Stitching Graph Network for Temporal Action Localization Chen Zhao Ali K. Thabet Guohao Li 93 141 0 30 Nov 2020
End-to-End Video Instance Segmentation with Transformers Yuqing Wang Zhaoliang Xu Xinlong Wang Chunhua Shen Baoshan Cheng Hao Shen Huaxia Xia ViT 100 692 0 30 Nov 2020
TinaFace: Strong but Simple Baseline for Face Detection Yanjia Zhu Hongxiang Cai Shuhan Zhang Chenhao Wang Yichao Xiong CVBM 122 86 0 26 Nov 2020
Sparse R-CNN: End-to-End Object Detection with Learnable Proposals Pei Sun Rufeng Zhang Yi Jiang Tao Kong Chenfeng Xu ... Masayoshi Tomizuka Lei Li Zehuan Yuan Changhu Wang Ping Luo ObjD 107 1,103 0 25 Nov 2020
Rethinking Transformer-based Set Prediction for Object Detection Zhiqing Sun Shengcao Cao Yiming Yang Kris Kitani ViT 127 325 0 21 Nov 2020
One Metric to Measure them All: Localisation Recall Precision (LRP) for Evaluating Visual Detection Tasks Kemal Oksuz Baris Can Cam Sinan Kalkan Emre Akbas 87 33 0 21 Nov 2020
Attention-Based Transformers for Instance Segmentation of Cells in Microstructures Tim Prangemeier Christoph Reich Heinz Koeppl MedIm ViT 58 93 0 19 Nov 2020
Slender Object Detection: Diagnoses and Improvements Zhaoyi Wan Yimin Chen Sutao Deng Kunpeng Chen Cong Yao Jiebo Luo ObjD 103 9 0 17 Nov 2020
LittleYOLO-SPP: A Delicate Real-Time Vehicle Detection Algorithm Sri Jamiya S Esther Rani P ObjD 42 73 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 77 10 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 56 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 102 43 0 28 Sep 2020
Image-Based Sorghum Head Counting When You Only Look Once Lawrence Mosley Hieu H. Pham Y. Bansal E. Hare 60 8 0 24 Sep 2020
AAA: Adaptive Aggregation of Arbitrary Online Trackers with Theoretical Performance Guarantee Heon Song D. Suehiro S. Uchida VOT 53 2 0 19 Sep 2020
Video based real-time positional tracker David Albarracín Molina Jesús Hormigo Cebolla José David Fernández 17 0 0 17 Sep 2020
Learning semantic Image attributes using Image recognition and knowledge graph embeddings Ashutosh Tiwari Sandeep Varma 46 3 0 12 Sep 2020
Bridging the Gap: Unifying the Training and Evaluation of Neural Network Binary Classifiers Deyuan Li Kate Candon Taesoo Daniel Lee Yofti Milkessa Nathan Tsoi AAML 28 3 0 02 Sep 2020
VarifocalNet: An IoU-aware Dense Object Detector Haoyang Zhang Ying Wang Feras Dayoub Niko Sünderhauf ObjD 128 695 0 31 Aug 2020
TORNADO-Net: mulTiview tOtal vaRiatioN semAntic segmentation with Diamond inceptiOn module Martin Gerdzhev Ryan Razani E. Taghavi Bingbing Liu 3DPC 182 70 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 61 10 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 100 113 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 55 47 0 15 Aug 2020
How Trustworthy are Performance Evaluations for Basic Vision Tasks? Tran Thien Dat Nguyen H. Rezatofighi B. Vo B. Vo Silvio Savarese Ian Reid XAI 97 23 0 08 Aug 2020
Single-Shot Two-Pronged Detector with Rectified IoU Loss Keyang Wang Lei Zhang ObjD 50 27 0 08 Aug 2020
Multi-Level Temporal Pyramid Network for Action Detection Xiang Wang Changxin Gao Shiwei Zhang Nong Sang 42 14 0 07 Aug 2020
SADet: Learning An Efficient and Accurate Pedestrian Detector Chubin Zhuang Zhen Lei Stan Z. Li 150 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 170 281 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 122 48 0 20 Jul 2020
PIoU Loss: Towards Accurate Oriented Object Detection in Complex Environments Zhiming Chen Kean Chen Weiyao Lin John See Hui Yu Yan Ke Cong Yang 65 224 0 19 Jul 2020