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 / 301 papers shown

Title
Global Instance Tracking: Locating Target More Like Humans Shiyu Hu Xin Zhao Lianghua Huang Kaiqi Huang 30 21 0 26 Feb 2022
ActionFormer: Localizing Moments of Actions with Transformers Chen-Da Liu-Zhang Jianxin Wu Yin Li ViT 31 330 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
Adversarial Attack and Defense of YOLO Detectors in Autonomous Driving Scenarios Jung Im Choi Qing Tian AAML 30 38 0 10 Feb 2022
Estimation of Clinical Workload and Patient Activity using Deep Learning and Optical Flow Thanh Nguyen-Duc P. Chan Andrew Tay D. Chen J. T. Nguyen J. Lyall Maria De Freitas 14 3 0 09 Feb 2022
The KFIoU Loss for Rotated Object Detection Xue Yang Yue Zhou Gefan Zhang Jitui Yang Wentao Wang Junchi Yan Xiaopeng Zhang Q. Tian 74 164 0 29 Jan 2022
WebUAV-3M: A Benchmark for Unveiling the Power of Million-Scale Deep UAV Tracking Chunhui Zhang Guanjie Huang Li Liu Shan Huang Yinan Yang Xiang Wan Shiming Ge Dacheng Tao 36 23 0 19 Jan 2022
Birds Eye View Social Distancing Analysis System Zhengye Yang Mingfei Sun Hongzhe Ye Zihao Xiong Gil Zussman Z. Kostić 31 13 0 14 Dec 2021
GaTector: A Unified Framework for Gaze Object Prediction Binglu Wang Tao Hu Baoshan Li Xiaojuan Chen Zhijie Zhang 38 35 0 07 Dec 2021
A Systematic IoU-Related Method: Beyond Simplified Regression for Better Localization Hanyang Peng Shiqi Yu 36 35 0 03 Dec 2021
Probabilistic Approach for Road-Users Detection Gledson Melotti Weihao Lu Pedro Conde Dezong Zhao A. Asvadi Nuno Gonçalves C. Premebida 27 2 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 24 9 0 01 Dec 2021
Joint stereo 3D object detection and implicit surface reconstruction Shichao Li Xijie Huang Zechun Liu Kwang-Ting Cheng 3DV 26 3 0 25 Nov 2021
PP-PicoDet: A Better Real-Time Object Detector on Mobile Devices Guanghua Yu Qinyao Chang Wenyu Lv Chang Xu Cheng Cui ... Baohua Lai Qiwen Liu Xiaoguang Hu Dianhai Yu Yanjun Ma ObjD 26 119 0 01 Nov 2021
DPNET: Dual-Path Network for Efficient Object Detectioj with Lightweight Self-Attention Huiming Shi Quan Zhou Yinghao Ni Xiaofu Wu Longin Jan Latecki ObjD 22 8 0 31 Oct 2021
A fast accurate fine-grain object detection model based on YOLOv4 deep neural network Anisha Roy Rikhi Bose Jayabrata Bhaduri 27 217 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 27 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 34 248 0 26 Oct 2021
A Normalized Gaussian Wasserstein Distance for Tiny Object Detection Jinwang Wang Chang Xu Wen Yang Lei Yu 42 309 0 26 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 29 8 0 19 Oct 2021
Bounding-box deep calibration for high performance face detection Shi Luo Xiong-fei Li Xiaoli Zhang CVBM 30 1 0 08 Oct 2021
Mask or Non-Mask? Robust Face Mask Detector via Triplet-Consistency Representation Learning Chunxi Yang Thanh Hai Phung Hong-Han Shuai Wen-Huang Cheng CVBM 27 14 0 01 Oct 2021
Oriented Object Detection in Aerial Images Based on Area Ratio of Parallelogram Xinyi Yu M.-W. Lin Jiangping Lu L. Ou 33 10 0 21 Sep 2021
Traffic-Net: 3D Traffic Monitoring Using a Single Camera Mahdi Rezaei Mohsen Azarmi Farzam Mohammad Pour Mir 38 19 0 19 Sep 2021
Discriminative Semantic Feature Pyramid Network with Guided Anchoring for Logo Detection Baisong Zhang Awudu Karim Jing Wang Sujuan Hou Qiang Hou Yuanjie Zheng Weikuan Jia 13 6 0 31 Aug 2021
Learning to Track Objects from Unlabeled Videos Jilai Zheng Chao Ma Houwen Peng Xiaokang Yang VOT 21 47 0 28 Aug 2021
A Comparison of Deep Saliency Map Generators on Multispectral Data in Object Detection Jens Bayer David Munch Michael Arens 3DPC 30 3 0 26 Aug 2021
YOLOP: You Only Look Once for Panoptic Driving Perception Dongsheng Wu Man-Wen Liao Wei-Tian Zhang Xinggang Wang X. Bai Wenqing Cheng Wen-Yu Liu 42 303 0 25 Aug 2021
Joint Multi-Object Detection and Tracking with Camera-LiDAR Fusion for Autonomous Driving Kemiao Huang Qi Hao 3DPC VOT 21 64 0 10 Aug 2021
Leveraging Explainability for Comprehending Referring Expressions in the Real World Fethiye Irmak Dogan G. I. Melsión Iolanda Leite 39 8 0 12 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
YOLO5Face: Why Reinventing a Face Detector Delong Qi Weijun Tan Qi Yao Jingfeng Liu CVBM 3DH ObjD 24 164 0 27 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
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 67 729 0 24 Apr 2021
Detecting and Matching Related Objects with One Proposal Multiple Predictions Yang Liu L. G. Hafemann Michael Jamieson Mehrsan Javan 27 6 0 23 Apr 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
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
Channel Boosting Feature Ensemble for Radar-based Object Detection Shoaib Azam Farzeen Munir M. Jeon 32 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
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
Optimized Loss Functions for Object detection: A Case Study on Nighttime Vehicle Detection Shang Jiang Haoran Qin Binglin Zhang Jieyu Zheng 24 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 36 3 0 23 Oct 2020
DeepSOCIAL: Social Distancing Monitoring and Infection Risk Assessment in COVID-19 Pandemic Mahdi Rezaei Mohsen Azarmi 15 154 0 26 Aug 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 54 275 0 23 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
Deep-Learning-based Automated Palm Tree Counting and Geolocation in Large Farms from Aerial Geotagged Images Adel Ammar Anis Koubaa 14 58 0 11 May 2020
YOLOv4: Optimal Speed and Accuracy of Object Detection Alexey Bochkovskiy Chien-Yao Wang H. Liao VLM ObjD 63 12,055 0 23 Apr 2020
VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images Anjany Sekuboyina M. Husseini Amirhossein Bayat Maximilian Löffler Hans Liebl ... Ben Glocker A. Valentinitsch Markus Rempfler Bjorn H. Menze Jan S. Kirschke 24 248 0 24 Jan 2020
Imbalance Problems in Object Detection: A Review Kemal Oksuz Baris Can Cam Sinan Kalkan Emre Akbas ObjD 18 458 0 31 Aug 2019