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
End-to-End Video Instance Segmentation with Transformers Yuqing Wang Zhaoliang Xu Xinlong Wang Chunhua Shen Baoshan Cheng Hao Shen Huaxia Xia ViT 20 684 0 30 Nov 2020
TinaFace: Strong but Simple Baseline for Face Detection Yanjia Zhu Hongxiang Cai Shuhan Zhang Chenhao Wang Yichao Xiong CVBM 35 84 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 40 1,078 0 25 Nov 2020
Rethinking Transformer-based Set Prediction for Object Detection Zhiqing Sun Shengcao Cao Yiming Yang Kris Kitani ViT 27 319 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 32 32 0 21 Nov 2020
Attention-Based Transformers for Instance Segmentation of Cells in Microstructures Tim Prangemeier Christoph Reich Heinz Koeppl MedIm ViT 27 90 0 19 Nov 2020
Slender Object Detection: Diagnoses and Improvements Zhaoyi Wan Yimin Chen Sutao Deng Kunpeng Chen Cong Yao Jiebo Luo ObjD 22 8 0 17 Nov 2020
LittleYOLO-SPP: A Delicate Real-Time Vehicle Detection Algorithm Sri Jamiya S Esther Rani P ObjD 24 71 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 26 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 24 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 41 42 0 28 Sep 2020
Image-Based Sorghum Head Counting When You Only Look Once Lawrence Mosley Hieu H. Pham Y. Bansal E. Hare 24 8 0 24 Sep 2020
AAA: Adaptive Aggregation of Arbitrary Online Trackers with Theoretical Performance Guarantee Heon Song D. Suehiro S. Uchida VOT 22 2 0 19 Sep 2020
Video based real-time positional tracker David Albarracín Molina Jesús Hormigo Cebolla José David Fernández 6 0 0 17 Sep 2020
Learning semantic Image attributes using Image recognition and knowledge graph embeddings Ashutosh Tiwari Sandeep Varma 14 3 0 12 Sep 2020
Bridging the Gap: Unifying the Training and Evaluation of Neural Network Binary Classifiers Nathan Tsoi Kate Candon Deyuan Li Yofti Milkessa Marynel Vázquez AAML 14 2 0 02 Sep 2020
VarifocalNet: An IoU-aware Dense Object Detector Haoyang Zhang Ying Wang Feras Dayoub Niko Sünderhauf ObjD 21 666 0 31 Aug 2020
TORNADO-Net: mulTiview tOtal vaRiatioN semAntic segmentation with Diamond inceptiOn module Martin Gerdzhev Ryan Razani E. Taghavi Bingbing Liu 3DPC 115 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 25 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 19 110 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 28 43 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 37 23 0 08 Aug 2020
Single-Shot Two-Pronged Detector with Rectified IoU Loss Keyang Wang Lei Zhang ObjD 19 25 0 08 Aug 2020
Multi-Level Temporal Pyramid Network for Action Detection Xiang Wang Changxin Gao Shiwei Zhang Nong Sang 16 14 0 07 Aug 2020
SADet: Learning An Efficient and Accurate Pedestrian Detector Chubin Zhuang Zhen Lei Stan Z. Li 80 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 58 276 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 39 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 8 219 0 19 Jul 2020
RepPoints V2: Verification Meets Regression for Object Detection Yihong Chen Zheng-Wei Zhang Yue Cao Liwei Wang Stephen Lin Han Hu 25 118 0 16 Jul 2020
Probabilistic Anchor Assignment with IoU Prediction for Object Detection Kang-jik Kim Hee Seok Lee 23 391 0 16 Jul 2020
Dive Deeper Into Box for Object Detection Ran Chen Yong Liu Mengdan Zhang Shu Liu Bei Yu Yu-Wing Tai 28 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 22 217 0 07 Jul 2020
A Systematic Evaluation of Object Detection Networks for Scientific Plots Pritha Ganguly Nitesh Methani Mitesh M. Khapra Pratyush Kumar 20 5 0 05 Jul 2020
Alpha-Refine: Boosting Tracking Performance by Precise Bounding Box Estimation B. Yan Dong Wang Huchuan Lu Xiaoyun Yang 33 172 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 27 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 17 13 0 02 Jul 2020
Learning Surrogates via Deep Embedding Yash J. Patel Tomás Hodan Jirí Matas 24 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 23 20 0 15 Jun 2020
FCOS: A simple and strong anchor-free object detector Zhi Tian Chunhua Shen Hao Chen Tong He ObjD 36 597 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 24 233 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 31 1,159 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 152 12,731 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 25 855 0 07 May 2020
Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols Prachi Jain Sushant Rathi Mausam Soumen Chakrabarti 6 80 0 02 May 2020
Multivariate Confidence Calibration for Object Detection Fabian Küppers Jan Kronenberger Amirhossein Shantia Anselm Haselhoff UQCV 6 111 0 28 Apr 2020
YOLOv4: Optimal Speed and Accuracy of Object Detection Alexey Bochkovskiy Chien-Yao Wang H. Liao VLM ObjD 67 12,069 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 32 134 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 60 177 0 10 Apr 2020
Analysis on DeepLabV3+ Performance for Automatic Steel Defects Detection Zheng Nie Jiachen Xu Shengchang Zhang AI4CE 14 7 0 09 Apr 2020
Empirical Upper Bound, Error Diagnosis and Invariance Analysis of Modern Object Detectors Ali Borji ObjD 15 3 0 05 Apr 2020