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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"

50 / 1,104 papers shown

Title
RepPoints V2: Verification Meets Regression for Object Detection Yihong Chen Zheng Zhang Yue Cao Liwei Wang Stephen Lin Han Hu 102 119 0 16 Jul 2020
Probabilistic Anchor Assignment with IoU Prediction for Object Detection Kang-jik Kim Hee Seok Lee 183 402 0 16 Jul 2020
Dive Deeper Into Box for Object Detection Ran Chen Yong Liu Mengdan Zhang Shu Liu Bei Yu Yu-Wing Tai 64 11 0 15 Jul 2020
AutoAssign: Differentiable Label Assignment for Dense Object Detection Benjin Zhu Jianfeng Wang Zhengkai Jiang Fuhang Zong Songtao Liu Zeming Li Jian Sun 98 223 0 07 Jul 2020
A Systematic Evaluation of Object Detection Networks for Scientific Plots Pritha Ganguly Nitesh Methani Mitesh M. Khapra Pratyush Kumar 33 6 0 05 Jul 2020
Alpha-Refine: Boosting Tracking Performance by Precise Bounding Box Estimation B. Yan Dong Wang Huchuan Lu Xiaoyun Yang 107 175 0 04 Jul 2020
Accurate Bounding-box Regression with Distance-IoU Loss for Visual Tracking Di Yuan Xiu Shu Nana Fan Xiaojun Chang Qiao Liu Zhenyu He 109 36 0 03 Jul 2020
ACFD: Asymmetric Cartoon Face Detector Bin Zhang Jian Li Yabiao Wang Zhipeng Cui Yili Xia Chengjie Wang Jilin Li Feiyue Huang CVBM 151 13 0 02 Jul 2020
Learning Surrogates via Deep Embedding Yash J. Patel Tomás Hodan Jirí Matas 64 15 0 01 Jul 2020
Visibility Guided NMS: Efficient Boosting of Amodal Object Detection in Crowded Traffic Scenes Nils Gählert Silvio Uwe Franke Joachim Denzler ObjD 61 21 0 15 Jun 2020
FCOS: A simple and strong anchor-free object detector Zhi Tian Chunhua Shen Hao Chen Tong He ObjD 112 643 0 14 Jun 2020
TubeTK: Adopting Tubes to Track Multi-Object in a One-Step Training Model Bo Pang Yizhuo Li Yifan Zhang Muchen Li Cewu Lu VOT 51 239 0 10 Jun 2020
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection Xiang Li Wenhai Wang Lijun Wu Shuo Chen Xiaolin Hu Jun Li Jinhui Tang Jian Yang ObjD 116 1,219 0 08 Jun 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 500 13,213 0 26 May 2020
Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance Segmentation Zhaohui Zheng Ping Wang Dongwei Ren Wei Liu Rongguang Ye Q. Hu W. Zuo VLM 88 900 0 07 May 2020
Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols Prachi Jain Sushant Rathi Mausam Soumen Chakrabarti 79 81 0 02 May 2020
Multivariate Confidence Calibration for Object Detection Fabian Küppers Jan Kronenberger Amirhossein Shantia Anselm Haselhoff UQCV 45 112 0 28 Apr 2020
YOLOv4: Optimal Speed and Accuracy of Object Detection Alexey Bochkovskiy Chien-Yao Wang H. Liao VLM ObjD 180 12,354 0 23 Apr 2020
Self6D: Self-Supervised Monocular 6D Object Pose Estimation Gu Wang Fabian Manhardt Jianzhun Shao Xiangyang Ji Nassir Navab Federico Tombari SSL MDE 100 136 0 14 Apr 2020
ContourNet: Taking a Further Step toward Accurate Arbitrary-shaped Scene Text Detection Yuxin Wang Hongtao Xie Zhengjun Zha Mengting Xing Zilong Fu Yongdong Zhang 120 177 0 10 Apr 2020
Analysis on DeepLabV3+ Performance for Automatic Steel Defects Detection Zheng Nie Jiachen Xu Shengchang Zhang AI4CE 16 7 0 09 Apr 2020
Empirical Upper Bound, Error Diagnosis and Invariance Analysis of Modern Object Detectors Ali Borji ObjD 31 3 0 05 Apr 2020
Boundary-Aware Dense Feature Indicator for Single-Stage 3D Object Detection from Point Clouds Guodong Xu Wenxiao Wang Zili Liu Liang Xie Zheng Yang Haifeng Liu Deng Cai 3DPC 25 0 0 01 Apr 2020
$Using constraint structure and an improved object detection network to detect the 12^{th} Vertebra from CT images with a limited field of view for image-guided radiotherapy$ Using constraint structure and an improved object detection network to detect the 12^{th} Vertebra from CT images with a limited field of view for image-guided radiotherapy Yunhe Xie K. Kang G. Sharp D. Gierga T. Hong T. Bortfeld 25 0 0 26 Mar 2020
ASFD: Automatic and Scalable Face Detector Bin Zhang Jian Li Yabiao Wang Ying Tai Chengjie Wang Jilin Li Feiyue Huang Yili Xia Wenjiang Pei Rongrong Ji CVBM 86 1 0 25 Mar 2020
CentripetalNet: Pursuing High-quality Keypoint Pairs for Object Detection Zhiwei Dong Guoxuan Li Yue Liao Fei Wang Pengju Ren Chao Qian 3DPC 92 163 0 20 Mar 2020
Siamese Box Adaptive Network for Visual Tracking Zedu Chen Bineng Zhong Guorong Li Shengping Zhang Rongrong Ji 149 676 0 15 Mar 2020
Inferring Spatial Uncertainty in Object Detection Zining Wang Di Feng Yiyang Zhou Lars Rosenbaum Fabian Timm Klaus C. J. Dietmayer Masayoshi Tomizuka Wei Zhan 96 27 0 07 Mar 2020
Alpha-N: Shortest Path Finder Automated Delivery Robot with Obstacle Detection and Avoiding System A. A. Neloy R. A. Bindu S. Alam Ridwanul Haque M. Saif Md. Said Ahammod Khan Nasim Mahmud Mishu Shahnewaz Siddique 14 4 0 27 Feb 2020
Learn to Predict Sets Using Feed-Forward Neural Networks H. Rezatofighi Tianyu Zhu Roman Kaskman F. Motlagh Javen Qinfeng Shi Anton Milan Daniel Cremers Laura Leal-Taixé Ian Reid SSL 122 15 0 30 Jan 2020
IoU-uniform R-CNN: Breaking Through the Limitations of RPN Li Zhu Zihao Xie Liman Liu B. Tao Wenbing Tao ObjD 50 49 0 11 Dec 2019
Automated Classification of Helium Ingress in Irradiated X-750 Chris Anderson Jacob Klein H. Rajakumar C. Judge L. Béland 37 5 0 09 Dec 2019
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection Shifeng Zhang Cheng Chi Yongqiang Yao Zhen Lei Stan Z. Li ObjD 213 1,563 0 05 Dec 2019
Object Detection with Convolutional Neural Networks Kaidong Li Wenchi Ma Usman Sajid Yuanwei Wu Guanghui Wang ObjD 69 47 0 04 Dec 2019
OptiBox: Breaking the Limits of Proposals for Visual Grounding Zicong Fan S. Meng Leonid Sigal James J. Little ObjD 22 0 0 29 Nov 2019
Empirical Upper Bound in Object Detection and More Ali Borji Seyed Mehdi Iranmanesh VLM ObjD 83 24 0 27 Nov 2019
CSPNet: A New Backbone that can Enhance Learning Capability of CNN Chien-Yao Wang H. Liao I-Hau Yeh Yueh-hua Wu Ping-Yang Chen J. Hsieh 121 3,162 0 27 Nov 2019
Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression Zhaohui Zheng Ping Wang Wei Liu Jinze Li Rongguang Ye Dongwei Ren NoLa 119 3,754 0 19 Nov 2019
Communication-Efficient Jaccard Similarity for High-Performance Distributed Genome Comparisons Maciej Besta Raghavendra Kanakagiri Harun Mustafa Mikhail Karasikov Gunnar Rätsch Torsten Hoefler Edgar Solomonik 67 67 0 11 Nov 2019
Exploring 3 R's of Long-term Tracking: Re-detection, Recovery and Reliability Shyamgopal Karthik A. Moudgil Vineet Gandhi 64 5 0 27 Oct 2019
EDEN: Enabling Energy-Efficient, High-Performance Deep Neural Network Inference Using Approximate DRAM Skanda Koppula Lois Orosa A. G. Yaglikçi Roknoddin Azizi Taha Shahroodi Konstantinos Kanellopoulos O. Mutlu 80 108 0 12 Oct 2019
Training-Time-Friendly Network for Real-Time Object Detection Zili Liu Tu Zheng Guodong Xu Zheng Yang Haifeng Liu Deng Cai ObjD TTA 83 87 0 02 Sep 2019
Imbalance Problems in Object Detection: A Review Kemal Oksuz Baris Can Cam Sinan Kalkan Emre Akbas ObjD 139 470 0 31 Aug 2019
R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object Xue Yang Junchi Yan Qingqing Liu Ang Li ObjD 139 896 0 15 Aug 2019
IoU Loss for 2D/3D Object Detection Dingfu Zhou Jin Fang Xibin Song Chenye Guan Junbo Yin Yuchao Dai Ruigang Yang 81 386 0 11 Aug 2019
Cascade RetinaNet: Maintaining Consistency for Single-Stage Object Detection Hongkai Zhang Hong Chang Bingpeng Ma Shiguang Shan Xilin Chen ObjD 89 65 0 16 Jul 2019
A Survey of Deep Learning-based Object Detection L. Jiao Fan Zhang Fang Liu Shuyuan Yang Lingling Li Zhixi Feng Rong Qu ObjD 131 973 0 11 Jul 2019
MMDetection: Open MMLab Detection Toolbox and Benchmark Kai-xiang Chen Jiaqi Wang Jiangmiao Pang Yuhang Cao Yu Xiong ... Jingdong Wang Jianping Shi Wanli Ouyang Chen Change Loy Dahua Lin VOS 228 2,891 0 17 Jun 2019
Low-light Image Enhancement Algorithm Based on Retinex and Generative Adversarial Network Yang-Bo Shi Xiaopo Wu Ming Zhu GAN 52 26 0 14 Jun 2019
Object Detection in 20 Years: A Survey Zhengxia Zou Keyan Chen Zhenwei Shi Yuhong Guo Jieping Ye VLM ObjD AI4TS 166 2,406 0 13 May 2019