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
Monte Carlo DropBlock for Modelling Uncertainty in Object Detection K. Deepshikha Sai Harsha Yelleni P. K. Srijith C.Krishna Mohan BDL UQCV 29 87 0 08 Aug 2021
Word2Pix: Word to Pixel Cross Attention Transformer in Visual Grounding Heng Zhao Qiufeng Wang Yew-Soon Ong ObjD 21 23 0 31 Jul 2021
Real-time Streaming Perception System for Autonomous Driving Yongxiang Gu Qianlei Wang Xiaolin Qin 13 6 0 30 Jul 2021
High-speed object detection with a single-photon time-of-flight image sensor Germán Mora-Martín A. Turpin Alice Ruget Abderrahim Halimi R. K. Henderson Jonathan Leach Istvan Gyongy 21 22 0 28 Jul 2021
DV-Det: Efficient 3D Point Cloud Object Detection with Dynamic Voxelization Zhaoyu Su P. S. Tan Yu-Hsing Wang 3DPC 18 2 0 27 Jul 2021
Rank & Sort Loss for Object Detection and Instance Segmentation Kemal Oksuz Baris Can Cam Emre Akbas Sinan Kalkan 37 42 0 24 Jul 2021
Learning Discriminative Representations for Multi-Label Image Recognition Mohammed Hassanin Ibrahim Radwan Salman Khan M. Tahtali SSL 16 23 0 23 Jul 2021
QVHighlights: Detecting Moments and Highlights in Videos via Natural Language Queries Jie Lei Tamara L. Berg Joey Tianyi Zhou ViT 26 63 0 20 Jul 2021
Protecting Semantic Segmentation Models by Using Block-wise Image Encryption with Secret Key from Unauthorized Access Hiroki Ito Maungmaung Aprilpyone Hitoshi Kiya 14 0 0 20 Jul 2021
Diff-Net: Image Feature Difference based High-Definition Map Change Detection for Autonomous Driving Lei He Shengjie Jiang Xiaoqing Liang Ning Wang Shiyu Song 44 9 0 14 Jul 2021
Visual Time Series Forecasting: An Image-driven Approach N. Cohen Srijan Sood Zhen Zeng T. Balch Manuela Veloso AI4TS 9 12 0 02 Jul 2021
CBNet: A Composite Backbone Network Architecture for Object Detection Tingting Liang Xiao Chu Yudong Liu Yongtao Wang Zhi Tang Wei Chu Jingdong Chen Haibin Ling ObjD 22 161 0 01 Jul 2021
SOLO: A Simple Framework for Instance Segmentation Xinlong Wang Rufeng Zhang Chunhua Shen Tao Kong Lei Li ISeg SSeg 27 85 0 30 Jun 2021
Quantifying urban streetscapes with deep learning: focus on aesthetic evaluation Yusuke Kumakoshi Shigeaki Onoda Tetsuya Takahashi Yuji Yoshimura 22 0 0 29 Jun 2021
Inverting and Understanding Object Detectors Ang Cao Justin Johnson ObjD 33 3 0 26 Jun 2021
Structured Sparse R-CNN for Direct Scene Graph Generation Yao Teng Limin Wang 3DPC GNN 31 53 0 21 Jun 2021
JRDB-Act: A Large-scale Dataset for Spatio-temporal Action, Social Group and Activity Detection Mahsa Ehsanpour F. Saleh Silvio Savarese Ian Reid Hamid Rezatofighi 30 42 0 16 Jun 2021
CathAI: Fully Automated Interpretation of Coronary Angiograms Using Neural Networks Robert Avram J. Olgin Alvin Wan Zeeshan Ahmed L. Verreault-Julien ... Derek Wan Joseph E. Gonzalez D. So Krishan Soni G. Tison 13 6 0 14 Jun 2021
Gaussian Bounding Boxes and Probabilistic Intersection-over-Union for Object Detection Jeffri Murrugarra-Llerena Luis Felipe de Araujo Zeni Lucas N. Kirsten C. R. Jung 33 33 0 10 Jun 2021
DETReg: Unsupervised Pretraining with Region Priors for Object Detection Amir Bar Xin Wang Vadim Kantorov Colorado Reed Roei Herzig Gal Chechik Anna Rohrbach Trevor Darrell Amir Globerson ViT 33 115 0 08 Jun 2021
Referring Transformer: A One-step Approach to Multi-task Visual Grounding Muchen Li Leonid Sigal ObjD 13 189 0 06 Jun 2021
SOLQ: Segmenting Objects by Learning Queries Bin Dong Fangao Zeng Tiancai Wang Xinming Zhang Yichen Wei ISeg 23 116 0 04 Jun 2021
Learning High-Precision Bounding Box for Rotated Object Detection via Kullback-Leibler Divergence Xue Yang Xiaojiang Yang Jirui Yang Qi Ming Wentao Wang Qi Tian Junchi Yan 36 377 0 03 Jun 2021
Pulmonary embolism identification in computerized tomography pulmonary angiography scans with deep learning technologies in COVID-19 patients C. Kiourt G. Feretzakis K. Dalamarinis Dimitris Kalles G. Pantos ... S. Kouris G. Ioannakis E. Loupelis P. Antonopoulos A. Sakagianni 14 1 0 24 May 2021
Oriented RepPoints for Aerial Object Detection Wentong Li Yijie Chen Kaixuan Hu Jianke Zhu 3DPC 35 300 0 24 May 2021
COTR: Convolution in Transformer Network for End to End Polyp Detection Zhiqiang Shen Chaonan Lin Shaohua Zheng ViT MedIm 9 32 0 23 May 2021
End-to-End Video Object Detection with Spatial-Temporal Transformers Lu He Qianyu Zhou Hefei Ling Li Niu Guangliang Cheng Xiao Li Wenxuan Liu Yu Tong Lizhuang Ma Liqing Zhang ViT 62 96 0 23 May 2021
MOTR: End-to-End Multiple-Object Tracking with Transformer Fangao Zeng Bin Dong Cheng Chen Tiancai Wang Xinming Zhang Yichen Wei VOT 24 500 0 07 May 2021
A Dataset and System for Real-Time Gun Detection in Surveillance Video Using Deep Learning Delong Qi Weijun Tan Zhifu Liu Qi Yao Jingfeng Liu 14 14 0 03 May 2021
Enhanced U-Net: A Feature Enhancement Network for Polyp Segmentation Krushi Patel A. Bur Guanghui Wang 100 102 0 03 May 2021
ISTR: End-to-End Instance Segmentation with Transformers Jie Hu Liujuan Cao Yao Lu Shengchuan Zhang Yan Wang Ke Li Feiyue Huang Ling Shao Rongrong Ji ISeg 31 93 0 03 May 2021
Deep Learning Based Steel Pipe Weld Defect Detection Dingming Yang Yanrong Cui Zeyu Yu Hongqiang Yuan MedIm AI4CE 42 84 0 30 Apr 2021
Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety Sebastian Houben Stephanie Abrecht Maram Akila Andreas Bär Felix Brockherde ... Serin Varghese Michael Weber Sebastian J. Wirkert Tim Wirtz Matthias Woehrle AAML 13 58 0 29 Apr 2021
Pseudo-IoU: Improving Label Assignment in Anchor-Free Object Detection Jiachen Li Bowen Cheng Rogerio Feris Jinjun Xiong Thomas S.Huang Wen-mei W. Hwu Humphrey Shi 27 19 0 29 Apr 2021
Objects as Extreme Points Yang Yang Min Li Bo Meng Zihao Huang Junxing Ren Degang Sun 19 0 0 29 Apr 2021
PDNet: Toward Better One-Stage Object Detection With Prediction Decoupling Li Yang Yan Xu Shaoru Wang Chun Yuan Ziqi Zhang Bing Li Weiming Hu ObjD 64 19 0 28 Apr 2021
Segmentation-Based Bounding Box Generation for Omnidirectional Pedestrian Detection Masato Tamura Tomoaki Yoshinaga 14 2 0 28 Apr 2021
PAFNet: An Efficient Anchor-Free Object Detector Guidance Ying Xin Guanzhong Wang Mingyuan Mao Yuan Feng Qingqing Dang Yanjun Ma Errui Ding Shumin Han ObjD 27 9 0 28 Apr 2021
MDETR -- Modulated Detection for End-to-End Multi-Modal Understanding Aishwarya Kamath Mannat Singh Yann LeCun Gabriel Synnaeve Ishan Misra Nicolas Carion ObjD VLM 93 864 0 26 Apr 2021
Single Stage Class Agnostic Common Object Detection: A Simple Baseline Chuong H. Nguyen Thuy C. Nguyen Anh H. Vo Yamazaki Masayuki ObjD 27 1 0 25 Apr 2021
Breast Mass Detection with Faster R-CNN: On the Feasibility of Learning from Noisy Annotations Sina Famouri Lia Morra Leonardo Mangia Fabrizio Lamberti 21 6 0 25 Apr 2021
Opening up Open-World Tracking Yang Liu Idil Esen Zulfikar Jonathon Luiten Achal Dave Deva Ramanan Bastian Leibe Aljosa Osep Laura Leal-Taixé 28 51 0 22 Apr 2021
Hierarchical Convolutional Neural Network with Feature Preservation and Autotuned Thresholding for Crack Detection Qiuchen Zhu Tran Hiep Dinh Manh Duong Phung Q. Ha 32 33 0 21 Apr 2021
TransVG: End-to-End Visual Grounding with Transformers Jiajun Deng Zhengyuan Yang Tianlang Chen Wen-gang Zhou Houqiang Li ViT 28 332 0 17 Apr 2021
VR3Dense: Voxel Representation Learning for 3D Object Detection and Monocular Dense Depth Reconstruction Shubham Shrivastava 3DPC MDE 36 1 0 13 Apr 2021
SCPM-Net: An Anchor-free 3D Lung Nodule Detection Network using Sphere Representation and Center Points Matching Xiangde Luo Tao Song Guotai Wang Jieneng Chen Yinan Chen Kang Li Dimitris N. Metaxas Shaoting Zhang 25 74 0 12 Apr 2021
Research on Optimization Method of Multi-scale Fish Target Fast Detection Network Yang Liu Shengmao Zhang Fei Wang Wei Fan Guohua Zou Jing Bo ObjD 28 0 0 11 Apr 2021
Location-Sensitive Visual Recognition with Cross-IOU Loss Kaiwen Duan Lingxi Xie H. Qi S. Bai Qingming Huang Q. Tian 27 30 0 11 Apr 2021
Artificial and beneficial -- Exploiting artificial images for aerial vehicle detection I. Weber J. Bongartz R. Roscher 13 11 0 07 Apr 2021
Latent Space Regularization for Unsupervised Domain Adaptation in Semantic Segmentation F. Barbato Marco Toldo Umberto Michieli Pietro Zanuttigh 33 20 0 06 Apr 2021