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
CenterLoc3D: Monocular 3D Vehicle Localization Network for Roadside Surveillance Cameras Xinyao Tang Wen Wang Huansheng Song Chunhui Zhao 3DPC 38 12 0 28 Mar 2022
Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking Jinkun Cao Jiangmiao Pang Xinshuo Weng Rawal Khirodkar Kris Kitani VOT 54 456 0 27 Mar 2022
MixFormer: End-to-End Tracking with Iterative Mixed Attention Yutao Cui Jiang Cheng Limin Wang Gangshan Wu VOT 39 455 0 21 Mar 2022
Prediction-Guided Distillation for Dense Object Detection Chenhongyi Yang Mateusz Ochal Amos Storkey Elliot J. Crowley 42 28 0 10 Mar 2022
Robust Multi-Task Learning and Online Refinement for Spacecraft Pose Estimation across Domain Gap T. Park Simone DÁmico 16 63 0 08 Mar 2022
Global Instance Tracking: Locating Target More Like Humans Shiyu Hu Xin Zhao Lianghua Huang Kaiqi Huang 32 21 0 26 Feb 2022
ActionFormer: Localizing Moments of Actions with Transformers Chen-Da Liu-Zhang Jianxin Wu Yin Li ViT 31 333 0 16 Feb 2022
Deep Learning for Computational Cytology: A Survey Hao Jiang Yanning Zhou Yi-Mou Lin R. Chan Jiangshu Liu Hao Chen 29 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 17 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
Are Commercial Face Detection Models as Biased as Academic Models? Samuel Dooley George Z. Wei Tom Goldstein John P. Dickerson CVBM 43 4 0 25 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 38 23 0 19 Jan 2022
Improved YOLOv5 network for real-time multi-scale traffic sign detection Junfan Wang Yi Chen Mingyu Gao Zhekang Dong 24 228 0 16 Dec 2021
Reliable Multi-Object Tracking in the Presence of Unreliable Detections Travis Mandel Mark Jimenez Emily Risley Taishi Nammoto Rebekka Williams Max Panoff Meynard Ballesteros Bobbie Suarez VOT 19 2 0 15 Dec 2021
Birds Eye View Social Distancing Analysis System Zhengye Yang Mingfei Sun Hongzhe Ye Zihao Xiong Gil Zussman Z. Kostić 36 13 0 14 Dec 2021
A Single-Target License Plate Detection with Attention Wenyun Li Chi-Man Pun ObjD 11 0 0 12 Dec 2021
Searching Parameterized AP Loss for Object Detection Chenxin Tao Zizhang Li Xizhou Zhu Gao Huang Yong-Jin Liu Jifeng Dai 29 5 0 09 Dec 2021
GaTector: A Unified Framework for Gaze Object Prediction Binglu Wang Tao Hu Baoshan Li Xiaojuan Chen Zhijie Zhang 40 35 0 07 Dec 2021
A Systematic IoU-Related Method: Beyond Simplified Regression for Better Localization Hanyang Peng Shiqi Yu 41 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 30 9 0 01 Dec 2021
UAV-based Crowd Surveillance in Post COVID-19 Era Nizar Masmoudi Wael Jaafar S. Cherif Jihene Ben Abderrazak H. Yanikomeroglu 30 15 0 28 Nov 2021
CDNet is all you need: Cascade DCN based underwater object detection RCNN Di Chang ObjD 11 1 0 25 Nov 2021
Joint stereo 3D object detection and implicit surface reconstruction Shichao Li Xijie Huang Zechun Liu Kwang-Ting Cheng 3DV 28 3 0 25 Nov 2021
Large-scale Building Height Retrieval from Single SAR Imagery based on Bounding Box Regression Networks Yao Sun Lichao Mou Yuanyuan Wang S. Montazeri Xiao Xiang Zhu 21 49 0 18 Nov 2021
Rethinking Keypoint Representations: Modeling Keypoints and Poses as Objects for Multi-Person Human Pose Estimation William J. McNally Kanav Vats Alexander Wong J. McPhee 31 62 0 16 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 28 119 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 30 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 32 218 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 39 248 0 26 Oct 2021
A Normalized Gaussian Wasserstein Distance for Tiny Object Detection Jinwang Wang Chang Xu Wen Yang Lei Yu 47 309 0 26 Oct 2021
Towards Toxic and Narcotic Medication Detection with Rotated Object Detector Jiao Peng Feifan Wang Zhongqiang Fu Yiying Hu Zichen Chen Xinghan Zhou Lijun Wang MedIm 18 1 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 34 8 0 19 Oct 2021
On Exploring and Improving Robustness of Scene Text Detection Models Shilian Wu Wei Zhai Yongrui Li Kewei Wang Zengfu Wang 32 1 0 12 Oct 2021
Bounding-box deep calibration for high performance face detection Shi Luo Xiong-fei Li Xiaoli Zhang CVBM 35 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 32 14 0 01 Oct 2021
EllipseNet: Anchor-Free Ellipse Detection for Automatic Cardiac Biometrics in Fetal Echocardiography Jiancong Chen Yingying Zhang Jingyi Wang Xiaoxue Zhou Yihua He Tong Zhang 26 16 0 26 Sep 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 35 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 54 303 0 25 Aug 2021
A Better Loss for Visual-Textual Grounding Davide Rigoni Luciano Serafini A. Sperduti ObjD 33 3 0 11 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
Using Depth for Improving Referring Expression Comprehension in Real-World Environments Fethiye Irmak Dogan Iolanda Leite 16 5 0 09 Jul 2021
RGB Stream Is Enough for Temporal Action Detection Chenhao Wang Hongxiang Cai Yuxin Zou Yichao Xiong 31 25 0 09 Jul 2021