Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression

19 November 2019

Wei Liu

Papers citing "Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression"

50 / 362 papers shown

Title
Disentangle Your Dense Object Detector Zehui Chen Chenhongyi Yang Qiaofei Li Feng Zhao Zhengjun Zha Feng Wu 3DV 29 147 0 07 Jul 2021
Poly-NL: Linear Complexity Non-local Layers with Polynomials F. Babiloni Ioannis Marras Filippos Kokkinos Jiankang Deng Grigorios G. Chrysos S. Zafeiriou 39 6 0 06 Jul 2021
Histogram of Cell Types: Deep Learning for Automated Bone Marrow Cytology R. M. Tayebi Youqing Mu Taher Dehkharghanian Catherine Ross M. Sur R. Foley Hamid R. Tizhoosh Clinton J. V. Campbell 19 4 0 05 Jul 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 31 33 0 10 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
YOLO5Face: Why Reinventing a Face Detector Delong Qi Weijun Tan Qi Yao Jingfeng Liu CVBM 3DH ObjD 38 164 0 27 May 2021
DeepDarts: Modeling Keypoints as Objects for Automatic Scorekeeping in Darts using a Single Camera William J. McNally Pascale Walters Kanav Vats Alexander Wong J. McPhee 21 5 0 20 May 2021
AGSFCOS: Based on attention mechanism and Scale-Equalizing pyramid network of object detection Li Wang Wei Xiang Ruhui Xue Kaida Zou Laili Zhu 33 1 0 20 May 2021
Research on Mosaic Image Data Enhancement for Overlapping Ship Targets Guangmiao Zeng Wan-Neng Yu Rongjie Wang Anhui Lin 18 13 0 11 May 2021
Sample and Computation Redistribution for Efficient Face Detection Jia Guo Jiankang Deng Alexandros Lattas S. Zafeiriou CVBM 29 122 0 10 May 2021
Active Terahertz Imaging Dataset for Concealed Object Detection Dong Liang Fei Xue Ling Li 21 16 0 08 May 2021
Unsupervised data augmentation for object detection Yichen Zhang Zeyang Song Wenbo Li 18 2 0 30 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
A Survey of Modern Deep Learning based Object Detection Models Syed Sahil Abbas Zaidi M. S. Ansari Asra Aslam N. Kanwal M. Asghar Brian Lee VLM ObjD 71 732 0 24 Apr 2021
Detecting and Matching Related Objects with One Proposal Multiple Predictions Yang Liu L. G. Hafemann Michael Jamieson Mehrsan Javan 27 7 0 23 Apr 2021
SE-SSD: Self-Ensembling Single-Stage Object Detector From Point Cloud Wu Zheng Weiliang Tang Li Jiang Chi-Wing Fu 3DPC 35 323 0 20 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-Yue Wang Wei Fan Guohua Zou Jing Bo ObjD 26 0 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
SCALoss: Side and Corner Aligned Loss for Bounding Box Regression Tu Zheng Shuai Zhao Yang Liu Zili Liu Deng Cai 68 11 0 01 Apr 2021
Dogfight: Detecting Drones from Drones Videos M. W. Ashraf Waqas Sultani M. Shah 28 56 0 31 Mar 2021
AutoLoss-Zero: Searching Loss Functions from Scratch for Generic Tasks Hao Li Tianwen Fu Jifeng Dai Hongsheng Li Gao Huang Xizhou Zhu 45 29 0 25 Mar 2021
Gaussian Guided IoU: A Better Metric for Balanced Learning on Object Detection Shengkai Wu Jinrong Yang Hangchen Yu L. Gou Xiaoping Li 19 6 0 25 Mar 2021
Control Distance IoU and Control Distance IoU Loss Function for Better Bounding Box Regression Dong Chen Duoqian Miao 24 17 0 22 Mar 2021
Which to Match? Selecting Consistent GT-Proposal Assignment for Pedestrian Detection Yan Luo Chongyang Zhang Muming Zhao Hao Zhou Jun Sun 19 0 0 18 Mar 2021
Revisiting the Loss Weight Adjustment in Object Detection Wenxin Yu Yucheng Hu Tianxiang Lan Dong Yin 29 2 0 17 Mar 2021
A Real-time Low-cost Artificial Intelligence System for Autonomous Spraying in Palm Plantations Zhenwang Qin Wensheng Wang K. Dammer Leifeng Guo Zhen Cao 30 5 0 06 Mar 2021
Localization Distillation for Dense Object Detection Zhaohui Zheng Rongguang Ye Ping Wang Dongwei Ren W. Zuo Qibin Hou Ming-Ming Cheng ObjD 104 115 0 24 Feb 2021
L-SNet: from Region Localization to Scale Invariant Medical Image Segmentation Jiahao Xie Sheng Zhang Jianwei Lu Ye Luo SSeg 33 0 0 11 Feb 2021
Loss Function Discovery for Object Detection via Convergence-Simulation Driven Search Peidong Liu Gengwei Zhang Bochao Wang Hang Xu Xiaodan Liang Yong-jia Jiang Zhenguo Li 13 28 0 09 Feb 2021
Rethinking Rotated Object Detection with Gaussian Wasserstein Distance Loss Xue Yang Junchi Yan Qi Ming Wentao Wang Xiaopeng Zhang Qi Tian 113 399 0 28 Jan 2021
Anchor Distance for 3D Multi-Object Distance Estimation from 2D Single Shot Hyeonwoo Yu Jean Oh 3DPC 24 6 0 25 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 55 1,223 0 20 Jan 2021
LLA: Loss-aware Label Assignment for Dense Pedestrian Detection Zheng Ge Jianfeng Wang Xin Huang Songtao Liu Osamu Yoshie 26 42 0 12 Jan 2021
Channel Boosting Feature Ensemble for Radar-based Object Detection Shoaib Azam Farzeen Munir M. Jeon 34 7 0 10 Jan 2021
Research on Fast Text Recognition Method for Financial Ticket Image Han Zhang Qinghua Zheng B. Feng 27 7 0 05 Jan 2021
Infrared image pedestrian target detection based on Yolov3 and migration learning Shengqi Geng 11 3 0 21 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 17 22 0 18 Dec 2020
Conditional Link Prediction of Category-Implicit Keypoint Detection Ellen Yi-Ge Rui Fan Zechun Liu Zhiqiang Shen 14 0 0 29 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
Automatic Detection of Cardiac Chambers Using an Attention-based YOLOv4 Framework from Four-chamber View of Fetal Echocardiography Sibo Qiao Shanchen Pang G. Luo S. Pan Xun Wang Min Wang Xue Zhai Taotao Chen 18 8 0 26 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
Object-aware Feature Aggregation for Video Object Detection Qichuan Geng Hong Zhang Na Jiang Xiaojuan Qi Liangjun Zhang Zhongjun Zhou VOS 39 3 0 23 Oct 2020
Rethinking the competition between detection and ReID in Multi-Object Tracking Chao Liang Zhipeng Zhang Xue Zhou Bing Li Xiyong Ye Jianxiao Zou VOT 36 276 0 23 Oct 2020
DeepSOCIAL: Social Distancing Monitoring and Infection Risk Assessment in COVID-19 Pandemic Mahdi Rezaei Mohsen Azarmi 22 154 0 26 Aug 2020
LogoDet-3K: A Large-Scale Image Dataset for Logo Detection Jing Wang Weiqing Min Sujuan Hou Shengnan Ma Yuanjie Zheng Shuqiang Jiang 24 57 0 12 Aug 2020
Single-Shot Two-Pronged Detector with Rectified IoU Loss Keyang Wang Lei Zhang ObjD 17 25 0 08 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
A Systematic Evaluation of Object Detection Networks for Scientific Plots Pritha Ganguly Nitesh Methani Mitesh M. Khapra Pratyush Kumar 18 5 0 05 Jul 2020