Large Scale Real-World Multi-Person Tracking

3 November 2022

Papers citing "Large Scale Real-World Multi-Person Tracking"

50 / 51 papers shown

Title
MMPTRACK: Large-scale Densely Annotated Multi-camera Multiple People Tracking Benchmark Xiaotian Han Quanzeng You Chunyu Wang Zhizheng Zhang Peng Chu Houdong Hu Jiang Wang Zicheng Liu 79 29 0 30 Nov 2021
ByteTrack: Multi-Object Tracking by Associating Every Detection Box Yifu Zhang Pei Sun Yi Jiang Dongdong Yu Fucheng Weng Zehuan Yuan Ping Luo Wenyu Liu Xinggang Wang VOT 146 1,349 0 13 Oct 2021
Traffic-Net: 3D Traffic Monitoring Using a Single Camera Mahdi Rezaei Mohsen Azarmi Farzam Mohammad Pour Mir 48 19 0 19 Sep 2021
MOTSynth: How Can Synthetic Data Help Pedestrian Detection and Tracking? Matteo Fabbri Guillem Brasó Gianluca Maugeri Orcun Cetintas Riccardo Gasparini Aljosa Osep Simone Calderara Laura Leal-Taixe Rita Cucchiara ViT 75 106 0 21 Aug 2021
YOLOX: Exceeding YOLO Series in 2021 Zheng Ge Songtao Liu Feng Wang Zeming Li Jian Sun ObjD 101 4,025 0 18 Jul 2021
SiamMOT: Siamese Multi-Object Tracking Bing Shuai Andrew G. Berneshawi Xinyu Li Davide Modolo Joseph Tighe VOT 43 138 0 25 May 2021
Recent Advances in Monocular 2D and 3D Human Pose Estimation: A Deep Learning Perspective Wu Liu Qian Bao Yu Sun Tao Mei 3DH 76 164 0 23 Apr 2021
Tracking Pedestrian Heads in Dense Crowd Ramanathan Sundararaman Cédric Braga É. Marchand J. Pettré VOT 38 74 0 24 Mar 2021
TrackFormer: Multi-Object Tracking with Transformers Tim Meinhardt A. Kirillov Laura Leal-Taixe Christoph Feichtenhofer VOT 248 755 0 07 Jan 2021
MEVA: A Large-Scale Multiview, Multimodal Video Dataset for Activity Detection Kellie Corona Katie Osterdahl Roderic Collins A. Hoogs 46 64 0 02 Dec 2020
GMOT-40: A Benchmark for Generic Multiple Object Tracking Hexin Bai Wensheng Cheng Peng Chu Juehuan Liu Kai Zhang Haibin Ling VOT 39 44 0 24 Nov 2020
Towards Accurate Human Pose Estimation in Videos of Crowded Scenes Li Yuan Shuning Chang Xuecheng Nie Ziyuan Huang Yichen Zhou Yupeng Chen Jiashi Feng Shuicheng Yan 52 15 0 16 Oct 2020
One Thousand and One Hours: Self-driving Motion Prediction Dataset J. Houston G. Zuidhof Luca Bergamini Yawei Ye Long Chen Ashesh Jain Sammy Omari V. Iglovikov Peter Ondruska 69 363 0 25 Jun 2020
Quasi-Dense Similarity Learning for Multiple Object Tracking Jiangmiao Pang Linlu Qiu Xia Li Haofeng Chen Qi Li Trevor Darrell Feng Yu VOT 67 367 0 11 Jun 2020
TubeTK: Adopting Tubes to Track Multi-Object in a One-Step Training Model Bo Pang Yizhuo Li Yifan Zhang Muchen Li Cewu Lu VOT 42 235 0 10 Jun 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 297 12,906 0 26 May 2020
TAO: A Large-Scale Benchmark for Tracking Any Object Achal Dave Tarasha Khurana P. Tokmakov Cordelia Schmid Deva Ramanan 52 176 0 20 May 2020
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking Yifu Zhang Chunyu Wang Xinggang Wang Wenjun Zeng Wenyu Liu VOT 68 1,319 0 04 Apr 2020
Tracking Objects as Points Xingyi Zhou V. Koltun Philipp Krahenbuhl VOT 3DPC 53 1,053 0 02 Apr 2020
MOT20: A benchmark for multi object tracking in crowded scenes Patrick Dendorfer Hamid Rezatofighi Anton Milan Javen Qinfeng Shi Daniel Cremers Ian Reid Stefan Roth Konrad Schindler Laura Leal-Taixé VOT 227 641 0 19 Mar 2020
Scalability in Perception for Autonomous Driving: Waymo Open Dataset Pei Sun Henrik Kretzschmar Xerxes Dotiwalla Aurelien Chouard Vijaysai Patnaik ... Shuyang Cheng Yu Zhang Jonathon Shlens Zhifeng Chen Dragomir Anguelov 79 2,851 0 10 Dec 2019
SiamCAR: Siamese Fully Convolutional Classification and Regression for Visual Tracking Dongyan Guo Jun Wang Ying Cui Zhenhua Wang Shengyong Chen ViT 54 594 0 17 Nov 2019
Argoverse: 3D Tracking and Forecasting with Rich Maps Ming-Fang Chang John Lambert Patsorn Sangkloy Jagjeet Singh Sławomir Bąk ... De Wang Peter Carr Simon Lucey Deva Ramanan James Hays 3DPC 114 1,289 0 06 Nov 2019
Towards Real-Time Multi-Object Tracking Zhongdao Wang Liang Zheng Yixuan Liu Yali Li Shengjin Wang VOT 295 864 0 27 Sep 2019
A Short Note on the Kinetics-700 Human Action Dataset João Carreira Eric Noland Chloe Hillier Andrew Zisserman 52 446 0 15 Jul 2019
How To Train Your Deep Multi-Object Tracker Yihong Xu Aljosa Osep Yutong Ban Radu Horaud Laura Leal-Taixe Xavier Alameda-Pineda VOT 72 191 0 15 Jun 2019
Spatial-Temporal Relation Networks for Multi-Object Tracking Jiarui Xu Yue Cao Zheng Zhang Han Hu VOT 103 237 0 25 Apr 2019
Objects as Points Xingyi Zhou Dequan Wang Philipp Krahenbuhl 3DPC 91 3,240 0 16 Apr 2019
FCOS: Fully Convolutional One-Stage Object Detection Zhi Tian Chunhua Shen Hao Chen Tong He ObjD 100 4,969 0 02 Apr 2019
nuScenes: A multimodal dataset for autonomous driving Holger Caesar Varun Bankiti Alex H. Lang Sourabh Vora Venice Erin Liong Qiang Xu Anush Krishnan Yuxin Pan G. Baldan Oscar Beijbom 3DPC 251 5,653 0 26 Mar 2019
SiamRPN++: Evolution of Siamese Visual Tracking with Very Deep Networks Yue Liu Wei Wu Qiang Wang Fangyi Zhang Junliang Xing Junjie Yan ViT 61 1,799 0 31 Dec 2018
Exploit the Connectivity: Multi-Object Tracking with TrackletNet Gaoang Wang Yizhou Wang Haotian Zhang Renshu Gu Lei Li VOT 53 186 0 18 Nov 2018
BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning Feng Yu Haofeng Chen Xin Wang Wenqi Xian Yingying Chen Fangchen Liu Vashisht Madhavan Trevor Darrell VLM 122 2,112 0 12 May 2018
CrowdHuman: A Benchmark for Detecting Human in a Crowd Shuai Shao Zijian Zhao Boxun Li Tete Xiao Gang Yu Xiangyu Zhang Jian Sun 249 681 0 30 Apr 2018
Features for Multi-Target Multi-Camera Tracking and Re-Identification Ergys Ristani Carlo Tomasi VOT 69 518 0 28 Mar 2018
Learning to Detect and Track Visible and Occluded Body Joints in a Virtual World Matteo Fabbri Fabio Lanzi Simone Calderara Andrea Palazzi R. Vezzani Rita Cucchiara 46 173 0 22 Mar 2018
No Blind Spots: Full-Surround Multi-Object Tracking for Autonomous Vehicles using Cameras & LiDARs Akshay Rangesh Mohan M. Trivedi 27 131 0 23 Feb 2018
Deep Layer Aggregation Feng Yu Dequan Wang Evan Shelhamer Trevor Darrell AI4CE FAtt 77 1,317 0 20 Jul 2017
Simple Online and Realtime Tracking with a Deep Association Metric N. Wojke Alex Bewley Dietrich Paulus VOT 383 3,492 0 21 Mar 2017
PathTrack: Fast Trajectory Annotation with Path Supervision Santiago Manén Michael Gygli Dengxin Dai Luc Van Gool VOT 61 76 0 07 Mar 2017
Performance Measures and a Data Set for Multi-Target, Multi-Camera Tracking Ergys Ristani Francesco Solera Roger S. Zou Rita Cucchiara Carlo Tomasi 63 2,597 0 06 Sep 2016
Multiple objects tracking in surveillance video using color and Hu moments Chandrajit M G. R Vasudev T VOT 16 24 0 22 Aug 2016
Fully-Convolutional Siamese Networks for Object Tracking Luca Bertinetto Jack Valmadre João F. Henriques Andrea Vedaldi Philip Torr VOT 68 3,863 0 30 Jun 2016
Learning by tracking: Siamese CNN for robust target association Laura Leal-Taixé Cristian Canton Ferrer Konrad Schindler 46 426 0 26 Apr 2016
Learning to Track at 100 FPS with Deep Regression Networks David Held Sebastian Thrun Silvio Savarese OffRL 61 1,190 0 06 Apr 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 669 11,540 0 06 Apr 2016
MOT16: A Benchmark for Multi-Object Tracking Anton Milan Laura Leal-Taixe Ian Reid Stefan Roth Konrad Schindler VOT 124 1,788 0 02 Mar 2016
Simple Online and Realtime Tracking Alex Bewley Zongyuan Ge Lionel Ott F. Ramos B. Upcroft VOT 75 3,063 0 02 Feb 2016
LSUN: Construction of a Large-scale Image Dataset using Deep Learning with Humans in the Loop Feng Yu Ari Seff Yinda Zhang Shuran Song Thomas Funkhouser Jianxiong Xiao 52 2,320 0 10 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 410 61,900 0 04 Jun 2015