MOTChallenge 2015: Towards a Benchmark for Multi-Target Tracking

8 April 2015

Laura Leal-Taixé

Konrad Schindler

Papers citing "MOTChallenge 2015: Towards a Benchmark for Multi-Target Tracking"

50 / 268 papers shown

Title
DeepScale: Online Frame Size Adaptation for Multi-object Tracking on Smart Cameras and Edge Servers Keivan Nalaie Renjie Xu Rong Zheng VOT 57 9 0 22 Jul 2021
Semi-TCL: Semi-Supervised Track Contrastive Representation Learning Wei Li Yuanjun Xiong Shuo Yang Mingze Xu Yongxin Wang Wei Xia 68 47 0 06 Jul 2021
On the detection-to-track association for online multi-object tracking Xufeng Lin Chang-Tsun Li Victor Sanchez Carsten Maple VOT 67 40 0 01 Jul 2021
Synthetic Data Are as Good as the Real for Association Knowledge Learning in Multi-object Tracking Yuchi Liu Zhongdao Wang Xiangxin Zhou Liang Zheng 3DPC 84 1 0 30 Jun 2021
TOD: Transprecise Object Detection to Maximise Real-Time Accuracy on the Edge JunKyu Lee Blesson Varghese Roger Francis Woods Hans Vandierendonck 28 13 0 18 May 2021
RelationTrack: Relation-aware Multiple Object Tracking with Decoupled Representation En Yu Zhuoling Li Shoudong Han Hongwei Wang VOT 97 133 0 10 May 2021
Swimmer Stroke Rate Estimation From Overhead Race Video Timothy Woinoski Ivan V. Bajić 55 7 0 25 Apr 2021
Learnable Online Graph Representations for 3D Multi-Object Tracking Jan-Nico Zaech Dengxin Dai Alexander Liniger Martin Danelljan Luc Van Gool 3DPC VOT 84 64 0 23 Apr 2021
One More Check: Making "Fake Background" Be Tracked Again Chao Liang Zhipeng Zhang Xue Zhou Bing Li Weiming Hu VOT 74 65 0 19 Apr 2021
Motion Vector Extrapolation for Video Object Detection J. True N. Khan 66 4 0 18 Apr 2021
An Energy-Efficient Quad-Camera Visual System for Autonomous Machines on FPGA Platform Zishen Wan Yuyang Zhang A. Raychowdhury Bo Yu Haibin Ling Shaoshan Liu 103 17 0 01 Apr 2021
Looking Beyond Two Frames: End-to-End Multi-Object Tracking Using Spatial and Temporal Transformers Tianyu Zhu Markus Hiller Mahsa Ehsanpour Rongkai Ma Tom Drummond Ian Reid Hamid Rezatofighi VOT 87 36 0 27 Mar 2021
Tracking Pedestrian Heads in Dense Crowd Ramanathan Sundararaman Cédric Braga É. Marchand J. Pettré VOT 92 78 0 24 Mar 2021
Monocular Quasi-Dense 3D Object Tracking Hou-Ning Hu Yung-Hsu Yang Tobias Fischer Trevor Darrell Feng Yu Min Sun 3DPC 93 118 0 12 Mar 2021
Tuna Nutriment Tracking using Trajectory Mapping in Application to Aquaculture Fish Tank Hilmil Pradana K. Horio 27 1 0 10 Mar 2021
Discriminative Appearance Modeling with Multi-track Pooling for Real-time Multi-object Tracking Chanho Kim Fuxin Li Mazen Alotaibi James M. Rehg VOT 95 67 0 28 Jan 2021
A two-stage data association approach for 3D Multi-object Tracking Minh-Quan Dao Vincent Frémont 3DPC VOT 55 18 0 21 Jan 2021
Unsupervised Noisy Tracklet Person Re-identification Minxian Li Xiatian Zhu S. Gong 103 1 0 16 Jan 2021
Personal Privacy Protection via Irrelevant Faces Tracking and Pixelation in Video Live Streaming Jizhe Zhou Chi-Man Pun PICV 113 38 0 04 Jan 2021
GAKP: GRU Association and Kalman Prediction for Multiple Object Tracking Zhen Li Sunzeng Cai Xiaoyi Wang Zhe Liu Nian Xue VOT 67 1 0 28 Dec 2020
Efficient video annotation with visual interpolation and frame selection guidance Alina Kuznetsova Aakrati Talati Yiwen Luo Keith Simmons V. Ferrari 69 20 0 23 Dec 2020
Wide-Area Crowd Counting: Multi-View Fusion Networks for Counting in Large Scenes Qi Zhang Antoni B. Chan 64 17 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 82 44 0 24 Nov 2020
Online Multi-Object Tracking with delta-GLMB Filter based on Occlusion and Identity Switch Handling M. Abbaspour M. Masnadi-Shirazi VOT 22 0 0 19 Nov 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 119 284 0 23 Oct 2020
An Empirical Analysis of Visual Features for Multiple Object Tracking in Urban Scenes Mehdi Miah J. Pepin Nicolas Saunier Guillaume-Alexandre Bilodeau VOT 50 5 0 15 Oct 2020
OpenTraj: Assessing Prediction Complexity in Human Trajectories Datasets Javad Amirian Bingqing Zhang Francisco Valente Castro Juan Jose Baldelomar J. Hayet J. Pettré 91 33 0 02 Oct 2020
Benchmark for Anonymous Video Analytics Ricardo Sánchez-Matilla Andrea Cavallaro 25 1 0 30 Sep 2020
HOTA: A Higher Order Metric for Evaluating Multi-Object Tracking Jonathon Luiten Aljosa Osep Patrick Dendorfer Philip Torr Andreas Geiger Laura Leal-Taixe Bastian Leibe VOT 99 928 0 16 Sep 2020
Online Multi-Object Tracking and Segmentation with GMPHD Filter and Mask-based Affinity Fusion Young-min Song Young-Chul Yoon Kwangjin Yoon M. Jeon Seong-Whan Lee Witold Pedrycz VOT 112 3 0 31 Aug 2020
Compensation Tracker: Reprocessing Lost Object for Multi-Object Tracking Zhibo Zou Junjie Huang Ping Luo VOT 103 13 0 27 Aug 2020
Simultaneous Detection and Tracking with Motion Modelling for Multiple Object Tracking Shijie Sun Naveed Akhtar Xiangyu Song Huansheng Song Ajmal Mian M. Shah VOT 96 44 0 20 Aug 2020
Uncertainty-aware Self-supervised 3D Data Association Jianren Wang Siddharth Ancha Yi-Ting Chen David Held 3DPC 50 12 0 18 Aug 2020
SoDA: Multi-Object Tracking with Soft Data Association Wei-Chih Hung Henrik Kretzschmar Nayeon Lee Yuning Chai Ruichi Yu Ming-Hsuan Yang Drago Anguelov VOT 95 16 0 18 Aug 2020
Identity-Aware Attribute Recognition via Real-Time Distributed Inference in Mobile Edge Clouds Zichuan Xu Jiangkai Wu Qiufen Xia Pan Zhou Jiankang Ren Huizhi Liang 151 4 0 12 Aug 2020
How Trustworthy are Performance Evaluations for Basic Vision Tasks? Tran Thien Dat Nguyen H. Rezatofighi B. Vo B. Vo Silvio Savarese Ian Reid XAI 97 23 0 08 Aug 2020
CycAs: Self-supervised Cycle Association for Learning Re-identifiable Descriptions Zhongdao Wang Jingwei Zhang Liang Zheng Yixuan Liu Yifan Sun Yali Li Shengjin Wang 48 94 0 15 Jul 2020
Fast Video Object Segmentation With Temporal Aggregation Network and Dynamic Template Matching Xuhua Huang Jiarui Xu Yu-Wing Tai Chi-Keung Tang VOS 131 67 0 11 Jul 2020
Deep Learning for Vision-based Prediction: A Survey Amir Rasouli 98 42 0 30 Jun 2020
Lifted Disjoint Paths with Application in Multiple Object Tracking Andrea Hornáková Roberto Henschel Bodo Rosenhahn Paul Swoboda VOT 100 117 0 25 Jun 2020
Joint Object Detection and Multi-Object Tracking with Graph Neural Networks Yongxin Wang Kris Kitani Xinshuo Weng VOT 120 39 0 23 Jun 2020
Learning to Track Dynamic Targets in Partially Known Environments Heejin Jeong Hamed Hassani M. Morari Daniel D. Lee George J. Pappas 67 11 0 17 Jun 2020
3D-ZeF: A 3D Zebrafish Tracking Benchmark Dataset Malte Pedersen Joakim Bruslund Haurum S. Bengtson T. Moeslund 71 44 0 15 Jun 2020
Map3D: Registration Based Multi-Object Tracking on 3D Serial Whole Slide Images Ruining Deng Haichun Yang Aadarsh Jha Yuzhe Lu Peng Chu Agnes B. Fogo Yuankai Huo 57 10 0 10 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 51 239 0 10 Jun 2020
Simple Unsupervised Multi-Object Tracking Shyamgopal Karthik Ameya Prabhu Vineet Gandhi VOT 75 80 0 04 Jun 2020
Towards in-store multi-person tracking using head detection and track heatmaps A. Musaev Jiangping Wang Liang Zhu Cheng Li Yi Chen Jialin Liu Wanqi Zhang Juan Mei De Wang 26 0 0 16 May 2020
ArTIST: Autoregressive Trajectory Inpainting and Scoring for Tracking F. Saleh M. S. Aliakbarian Mathieu Salzmann Stephen Gould DiffM VOT 94 13 0 16 Apr 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 174 1,363 0 04 Apr 2020
Pedestrian Models for Autonomous Driving Part II: High-Level Models of Human Behavior F. Camara Nicola Bellotto S. Coşar Florian Weber Dimitris Nathanael ... Gustav Markkula Anna Schieben F. Tango N. Merat Charles W. Fox 74 109 0 26 Mar 2020