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
Efficient Visual Tracking via Hierarchical Cross-Attention Transformer Xin Chen Ben Kang D. Wang Dongdong Li Huchuan Lu ViT 14 48 0 25 Mar 2022
High-Performance Transformer Tracking Xin Chen B. Yan Jiawen Zhu Huchuan Lu Xiang Ruan D. Wang ViT 19 33 0 25 Mar 2022
EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation Hansheng Chen Pichao Wang Fan Wang Wei Tian Lu Xiong Hao Li 84 146 0 24 Mar 2022
MonoDETR: Depth-guided Transformer for Monocular 3D Object Detection Renrui Zhang Han Qiu Tai Wang Ziyu Guo Xuan Xu Xuanzhuo Xu Ziteng Cui Peng Gao Hongsheng Li Hongsheng Li ViT MDE 48 82 0 24 Mar 2022
Open-Vocabulary DETR with Conditional Matching Yuhang Zang Wei Li Kaiyang Zhou Chen Huang Chen Change Loy ObjD VLM 20 197 0 22 Mar 2022
DSRRTracker: Dynamic Search Region Refinement for Attention-based Siamese Multi-Object Tracking Jia Wan Hong Zhang J. Zhang Yuan Ding Yifan Yang Yan Li Xuliang Li VOT 27 5 0 21 Mar 2022
End-to-End Video Text Spotting with Transformer Weijia Wu Yuanqiang Cai Chunhua Shen Debing Zhang Ying Fu Hong Zhou Ping Luo ViT 43 24 0 20 Mar 2022
Iwin: Human-Object Interaction Detection via Transformer with Irregular Windows Danyang Tu Xiongkuo Min Huiyu Duan G. Guo Guangtao Zhai Wei Shen ViT 26 24 0 20 Mar 2022
Semantic-aligned Fusion Transformer for One-shot Object Detection Yizhou Zhao Xun Guo Yan Lu ViT ObjD 20 21 0 17 Mar 2022
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection Hao Zhang Feng Li Shilong Liu Lei Zhang Hang Su Jun Zhu L. Ni H. Shum ViT 54 1,371 0 07 Mar 2022
A Large-scale Comprehensive Dataset and Copy-overlap Aware Evaluation Protocol for Segment-level Video Copy Detection Sifeng He Xudong Yang Chenhan Jiang Gang Liang Wei K. Zhang ... Kaiming Huang Yuan-Chia Cheng Feng Qian Xiaobo Zhang Lei Yang 17 12 0 05 Mar 2022
Rethinking Efficient Lane Detection via Curve Modeling Zhengyang Feng Shaohua Guo Xin Tan Ke Xu Min Wang Lizhuang Ma 22 144 0 04 Mar 2022
Correlation-Aware Deep Tracking Fei Xie Chunyu Wang Guangting Wang Yue Cao Wankou Yang Wenjun Zeng VOT 24 118 0 03 Mar 2022
TableFormer: Table Structure Understanding with Transformers A. Nassar Nikolaos Livathinos Maksym Lysak Peter W. J. Staar LMTD ViT 9 73 0 02 Mar 2022
Global Instance Tracking: Locating Target More Like Humans Shiyu Hu Xin Zhao Lianghua Huang Kaiqi Huang 14 22 0 26 Feb 2022
An End-to-End Cascaded Image Deraining and Object Detection Neural Network Kaige Wang Tianming Wang Jianchuang Qu Huatao Jiang Qing Li Lin Chang 45 15 0 23 Feb 2022
Improving Classification Model Performance on Chest X-Rays through Lung Segmentation Hilda Azimi Jianxing Zhang Pengcheng Xi H. Asad Ashkan Ebadi Stéphane Tremblay Alexander Wong 13 7 0 22 Feb 2022
ActionFormer: Localizing Moments of Actions with Transformers Chen-Da Liu-Zhang Jianxin Wu Yin Li ViT 23 328 0 16 Feb 2022
Deep Learning for Computational Cytology: A Survey Hao Jiang Yanning Zhou Yi-Mou Lin R. Chan Jiangshu Liu Hao Chen 19 75 0 10 Feb 2022
Field-of-View IoU for Object Detection in 360° Images Miao Cao Satoshi Ikehata Kiyoharu Aizawa 17 15 0 07 Feb 2022
Detecting Human-Object Interactions with Object-Guided Cross-Modal Calibrated Semantics Hangjie Yuan Mang Wang Dong Ni Liangpeng Xu 14 36 0 01 Feb 2022
Self Semi Supervised Neural Architecture Search for Semantic Segmentation Loïc Pauletto Massih-Reza Amini Nicolas Winckler SSL SSeg 21 1 0 29 Jan 2022
DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR Shilong Liu Feng Li Hao Zhang X. Yang Xianbiao Qi Hang Su Jun Zhu Lei Zhang ViT 138 728 0 28 Jan 2022
RelTR: Relation Transformer for Scene Graph Generation Yuren Cong M. Yang Bodo Rosenhahn ViT 89 132 0 27 Jan 2022
A Study on Mitigating Hard Boundaries of Decision-Tree-based Uncertainty Estimates for AI Models Pascal Gerber Lisa Jöckel Michael Kläs 12 4 0 10 Jan 2022
Language as Queries for Referring Video Object Segmentation Jiannan Wu Yi-Xin Jiang Pei Sun Zehuan Yuan Ping Luo 18 141 0 03 Jan 2022
A Bilingual, OpenWorld Video Text Dataset and End-to-end Video Text Spotter with Transformer Weijia Wu Yuanqiang Cai Debing Zhang Sibo Wang Zhuang Li Jiahong Li Yejun Tang Hong Zhou 25 29 0 09 Dec 2021
Learning Auxiliary Monocular Contexts Helps Monocular 3D Object Detection Xianpeng Liu Nan Xue Tianfu Wu 46 123 0 09 Dec 2021
Learning Tracking Representations via Dual-Branch Fully Transformer Networks Fei Xie Chunyu Wang Guangting Wang Wankou Yang Wenjun Zeng ViT 14 47 0 05 Dec 2021
A Systematic IoU-Related Method: Beyond Simplified Regression for Better Localization Hanyang Peng Shiqi Yu 20 35 0 03 Dec 2021
Situation-Aware Environment Perception Using a Multi-Layer Attention Map M. Henning Johannes Müller Fabian Gies M. Buchholz Klaus C. J. Dietmayer 8 22 0 02 Dec 2021
Confidence Propagation Cluster: Unleash Full Potential of Object Detectors Yichun Shen Wanli Jiang Zhen Xu Rundong Li Junghyun Kwon Siyi Li ObjD 22 9 0 01 Dec 2021
Immortal Tracker: Tracklet Never Dies Qitai Wang Yuntao Chen Ziqi Pang Naiyan Wang Zhaoxiang Zhang VOT 40 44 0 26 Nov 2021
BoxeR: Box-Attention for 2D and 3D Transformers Duy-Kien Nguyen Jihong Ju Olaf Booji Martin R. Oswald Cees G. M. Snoek ViT 26 36 0 25 Nov 2021
Deep Domain Adaptation for Pavement Crack Detection Huijun Liu Chu-Ya Yang Aocheng Li Sheng Huang Xin Feng Zhimin Ruan Yongxin Ge 11 21 0 19 Nov 2021
Robust and Accurate Object Detection via Self-Knowledge Distillation Weipeng Xu Pengzhi Chu Renhao Xie Xiongziyan Xiao Hongcheng Huang AAML ObjD 19 4 0 14 Nov 2021
Multimodal Virtual Point 3D Detection Tianwei Yin Xingyi Zhou Philipp Krahenbuhl 3DPC 146 245 0 12 Nov 2021
Bootstrap Your Object Detector via Mixed Training Mengde Xu Zheng-Wei Zhang Fangyun Wei Yutong Lin Yue Cao Stephen Lin Han Hu Xiang Bai ObjD 17 6 0 04 Nov 2021
PP-ShiTu: A Practical Lightweight Image Recognition System Shengyun Wei Ruoyu Guo Cheng Cui Bin Lu Shuilong Dong ... Xueying Lyu Qiwen Liu Xiaoguang Hu Dianhai Yu Yanjun Ma CVBM 21 6 0 01 Nov 2021
A fast accurate fine-grain object detection model based on YOLOv4 deep neural network Anisha Roy Rikhi Bose Jayabrata Bhaduri 21 217 0 30 Oct 2021
Cross-Modality Fusion Transformer for Multispectral Object Detection Q. Fang D. Han Zhaokui Wang ViT 16 139 0 30 Oct 2021
YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUs Prakhar Ganesh Yao Chen Yin Yang Deming Chen Marianne Winslett ObjD 3DH 13 34 0 26 Oct 2021
Alpha-IoU: A Family of Power Intersection over Union Losses for Bounding Box Regression Jiabo He S. Erfani Xingjun Ma James Bailey Ying Chi Xiansheng Hua 26 247 0 26 Oct 2021
A Normalized Gaussian Wasserstein Distance for Tiny Object Detection Jinwang Wang Chang Xu Wen Yang Lei Yu 32 306 0 26 Oct 2021
Pediatric Otoscopy Video Screening with Shift Contrastive Anomaly Detection Weiyao Wang Aniruddha Tamhane Christine Santos J. Rzasa James H Clark Therese L. Canares Mathias Unberath 27 4 0 25 Oct 2021
UVO Challenge on Video-based Open-World Segmentation 2021: 1st Place Solution Yuming Du Wenqian. Guo Yang Xiao Vincent Lepetit VGen 26 3 0 22 Oct 2021
1st Place Solution for the UVO Challenge on Image-based Open-World Segmentation 2021 Yuming Du Wen Guo Yang Xiao Vincent Lepetit 20 10 0 19 Oct 2021
Mask-aware IoU for Anchor Assignment in Real-time Instance Segmentation Kemal Oksuz Baris Can Cam Fehmi Kahraman Z. S. Baltaci Sinan Kalkan Emre Akbas 21 8 0 19 Oct 2021
Siamese Transformer Pyramid Networks for Real-Time UAV Tracking Daitao Xing N. Evangeliou Athanasios Tsoukalas Anthony Tzes ViT 28 54 0 17 Oct 2021
ViDT: An Efficient and Effective Fully Transformer-based Object Detector Hwanjun Song Deqing Sun Sanghyuk Chun Varun Jampani Dongyoon Han Byeongho Heo Wonjae Kim Ming-Hsuan Yang 83 76 0 08 Oct 2021