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
Eliminating Exposure Bias and Loss-Evaluation Mismatch in Multiple Object Tracking Andrii Maksai Pascal Fua VOT 120 17 0 27 Nov 2018
Joint Monocular 3D Vehicle Detection and Tracking Hou-Ning Hu Qi-Zhi Cai Dequan Wang Ji Lin Min Sun Philipp Krahenbuhl Trevor Darrell Feng Yu 3DPC 104 213 0 26 Nov 2018
Detect or Track: Towards Cost-Effective Video Object Detection/Tracking Hao Luo Wenxuan Xie Xinggang Wang Wenjun Zeng 71 68 0 13 Nov 2018
Multiple People Tracking Using Hierarchical Deep Tracklet Re-identification M. Babaee A. Athar Gerhard Rigoll VOT 89 25 0 09 Nov 2018
Convolutional Recurrent Predictor: Implicit Representation for Multi-target Filtering and Tracking Mehryar Emambakhsh Alessandro Bay E. Vazquez 84 7 0 01 Nov 2018
GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild Lianghua Huang Xin Zhao Kaiqi Huang 170 1,357 0 29 Oct 2018
Deep Affinity Network for Multiple Object Tracking Shijie Sun Naveed Akhtar Huansheng Song Ajmal Mian M. Shah VOT 64 333 0 28 Oct 2018
Deep Person Re-identification for Probabilistic Data Association in Multiple Pedestrian Tracking Brian H. Wang Yan Wang Kilian Q. Weinberger M. Campbell BDL 29 4 0 19 Oct 2018
CAVBench: A Benchmark Suite for Connected and Autonomous Vehicles Yifan Wang Shaoshan Liu Xiaopei Wu Weisong Shi 63 54 0 15 Oct 2018
Online Visual Robot Tracking and Identification using Deep LSTM Networks Hafez Farazi Sven Behnke VOT 66 23 0 11 Oct 2018
Unsupervised Person Re-identification by Deep Learning Tracklet Association Minxian Li Xiatian Zhu S. Gong 85 228 0 08 Sep 2018
Spatiotemporal KSVD Dictionary Learning for Online Multi-target Tracking H. Manh G. Alaghband 36 5 0 05 Jul 2018
Deep Similarity Metric Learning for Real-Time Pedestrian Tracking Michael Thoreau N. Kottege VOT 37 4 0 20 Jun 2018
Deep Continuous Conditional Random Fields with Asymmetric Inter-object Constraints for Online Multi-object Tracking Hui Zhou Wanli Ouyang Jian Cheng Xiaogang Wang Hongsheng Li VOT 76 78 0 04 Jun 2018
Online Multi-Object Tracking with Historical Appearance Matching and Scene Adaptive Detection Filtering Young-Chul Yoon Abhijeet Boragule Young-min Song Kwangjin Yoon M. Jeon VOT 77 79 0 28 May 2018
Deep Perm-Set Net: Learn to predict sets with unknown permutation and cardinality using deep neural networks S. Hamid Rezatofighi Roman Kaskman F. Motlagh Javen Qinfeng Shi Daniel Cremers Laura Leal-Taixé Ian Reid SSL 69 23 0 02 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 289 689 0 30 Apr 2018
Detection-Tracking for Efficient Person Analysis: The DetTA Pipeline Stefan Breuers Lucas Beyer U. Rafi Bastian Leibe VOT 34 10 0 26 Apr 2018
Vision Meets Drones: A Challenge Peng Fei Zhu Longyin Wen Xiao Bian Haibin Ling Q. Hu 85 403 0 20 Apr 2018
Now you see me: evaluating performance in long-term visual tracking A. Lukežič L. Č. Zajc Tomás Vojír Jirí Matas Matej Kristan 81 63 0 19 Apr 2018
Features for Multi-Target Multi-Camera Tracking and Re-Identification Ergys Ristani Carlo Tomasi VOT 105 519 0 28 Mar 2018
TrackingNet: A Large-Scale Dataset and Benchmark for Object Tracking in the Wild Matthias Muller Adel Bibi Silvio Giancola Salman Al-Subaihi Guohao Li 336 808 0 28 Mar 2018
The Unmanned Aerial Vehicle Benchmark: Object Detection and Tracking Dawei Du Yuankai Qi Hongyang Yu Yi-Fan Yang Kaiwen Duan Guorong Li Wentao Zhang Qingming Huang Q. Tian 95 675 0 26 Mar 2018
Tracking by Prediction: A Deep Generative Model for Mutli-Person localisation and Tracking Tharindu Fernando Simon Denman Sridha Sridharan Clinton Fookes 79 63 0 09 Mar 2018
Temporally Identity-Aware SSD with Attentional LSTM Xingyu Chen Junzhi Yu Zhengxing Wu 42 58 0 01 Mar 2018
Machine Learning Methods for Data Association in Multi-Object Tracking Patrick Emami P. Pardalos L. Elefteriadou Sanjay Ranka VOT 111 40 0 19 Feb 2018
Multiple Target Tracking by Learning Feature Representation and Distance Metric Jointly Jun Xiang Guoshuai Zhang Jianhua Hou Nong Sang Rui Huang VOT 61 16 0 09 Feb 2018
Multi-appearance Segmentation and Extended 0-1 Program for Dense Small Object Tracking Longtao Chen Jing Lou Wei Zhu Qingyuan Xia Mingwu Ren VOT 30 2 0 14 Dec 2017
SOT for MOT Qizheng He Jia-Nan Wu Gang Yu Chi Zhang VOT 99 10 0 04 Dec 2017
Memory Based Online Learning of Deep Representations from Video Streams F. Pernici F. Bartoli Matteo Bruni A. Bimbo CVBM 81 30 0 17 Nov 2017
Heuristic Search for Structural Constraints in Data Association Xiaoping Zhou Peilin Jiang Fei Wang VOT 40 0 0 08 Nov 2017
Recurrent Autoregressive Networks for Online Multi-Object Tracking Kuan Fang Yu Xiang Xiaocheng Li Silvio Savarese VOT 90 244 0 07 Nov 2017
Automatic Ground Truths: Projected Image Annotations for Omnidirectional Vision V. Stamatescu Peter Barsznica Manjung Kim K. K. Liu Mark McKenzie Will Meakin Gwilyn Saunders S. Wong R. Brinkworth VGen 27 0 0 12 Sep 2017
Online Multi-Object Tracking Using CNN-based Single Object Tracker with Spatial-Temporal Attention Mechanism Qi Chu Wanli Ouyang Hongsheng Li Xiaogang Wang Bin Liu Nenghai Yu VOT 75 348 0 09 Aug 2017
Tracking as Online Decision-Making: Learning a Policy from Streaming Videos with Reinforcement Learning J. Supančič Deva Ramanan OffRL 83 109 0 17 Jul 2017
Deep Network Flow for Multi-Object Tracking S. Schulter Paul Vernaza Wongun Choi Manmohan Chandraker VOT 88 204 0 26 Jun 2017
Addressing Ambiguity in Multi-target Tracking by Hierarchical Strategy A. Taalimi Liu Liu Hairong Qi 18 2 0 30 May 2017
Towards a Principled Integration of Multi-Camera Re-Identification and Tracking through Optimal Bayes Filters Lucas Beyer Stefan Breuers Vitaly Kurin Bastian Leibe VOT 78 24 0 12 May 2017
Track Everything: Limiting Prior Knowledge in Online Multi-Object Recognition S. Wong V. Stamatescu Adam Gatt D. Kearney Ivan Lee Mark D Mcdonnell VOT 41 31 0 21 Apr 2017
A data set for evaluating the performance of multi-class multi-object video tracking Avishek Chakraborty V. Stamatescu S. Wong G. Wigley D. Kearney 21 2 0 21 Apr 2017
Simple Online and Realtime Tracking with a Deep Association Metric N. Wojke Alex Bewley Dietrich Paulus VOT 405 3,560 0 21 Mar 2017
PathTrack: Fast Trajectory Annotation with Path Supervision Santiago Manén Michael Gygli Dengxin Dai Luc Van Gool VOT 97 77 0 07 Mar 2017
Instance Flow Based Online Multiple Object Tracking Sebastian Bullinger C. Bodensteiner Michael Arens VOT 74 18 0 03 Mar 2017
YouTube-BoundingBoxes: A Large High-Precision Human-Annotated Data Set for Object Detection in Video Esteban Real Jonathon Shlens S. Mazzocchi Xin Pan Vincent Vanhoucke VOS ObjD 115 535 0 02 Feb 2017
Tracking The Untrackable: Learning To Track Multiple Cues with Long-Term Dependencies Amir Sadeghian Alexandre Alahi Silvio Savarese VOT 97 530 0 08 Jan 2017
Globally Consistent Multi-People Tracking using Motion Patterns Andrii Maksai Xinchao Wang François Fleuret Pascal Fua 77 24 0 02 Dec 2016
On The Stability of Video Detection and Tracking Hong Zhang Naiyan Wang 117 22 0 20 Nov 2016
Cross Domain Knowledge Transfer for Person Re-identification Qiqi Xiao Kelei Cao Haonan Chen Fangyue Peng Chi Zhang 88 18 0 18 Nov 2016
Person Re-identification: Past, Present and Future Liang Zheng Yi Yang Alexander G. Hauptmann 159 1,101 0 10 Oct 2016
Learning Optimal Parameters for Multi-target Tracking with Contextual Interactions Shaofei Wang Charless C. Fowlkes 102 74 0 05 Oct 2016