FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking

4 April 2020

Papers citing "FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking"

41 / 91 papers shown

Title
Deep Affinity Network for Multiple Object Tracking Shijie Sun Naveed Akhtar Huansheng Song Ajmal Mian M. Shah VOT 42 331 0 28 Oct 2018
Multi-Task Learning as Multi-Objective Optimization Ozan Sener V. Koltun 118 1,266 0 10 Oct 2018
Real-time Multiple People Tracking with Deeply Learned Candidate Selection and Person Re-Identification Long Chen H. Ai Zijie Zhuang C. Shang VOT 40 376 0 12 Sep 2018
CornerNet: Detecting Objects as Paired Keypoints Hei Law Jia Deng ObjD 65 3,598 0 03 Aug 2018
CrowdHuman: A Benchmark for Detecting Human in a Crowd Shuai Shao Zijian Zhao Boxun Li Tete Xiao Gang Yu Xiangyu Zhang Jian Sun 256 681 0 30 Apr 2018
YOLOv3: An Incremental Improvement Joseph Redmon Ali Farhadi ObjD 98 21,306 0 08 Apr 2018
End-to-End Multi-Task Learning with Attention Shikun Liu Edward Johns Andrew J. Davison CVBM 46 1,036 0 28 Mar 2018
Object Detection in Videos by High Quality Object Linking Peng Tang Chunyu Wang Xinggang Wang Wenyu Liu Wenjun Zeng Jingdong Wang 114 85 0 30 Jan 2018
Cascade R-CNN: Delving into High Quality Object Detection Zhaowei Cai Nuno Vasconcelos ObjD 125 4,899 0 03 Dec 2017
Recurrent Autoregressive Networks for Online Multi-Object Tracking Kuan Fang Yu Xiang Xiaocheng Li Silvio Savarese VOT 61 243 0 07 Nov 2017
GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks Zhao Chen Vijay Badrinarayanan Chen-Yu Lee Andrew Rabinovich ODL 119 1,273 0 07 Nov 2017
Detect to Track and Track to Detect Christoph Feichtenhofer A. Pinz Andrew Zisserman VOT 80 562 0 11 Oct 2017
Focal Loss for Dense Object Detection Nayeon Lee Priya Goyal Ross B. Girshick Kaiming He Piotr Dollár ObjD 108 2,993 0 07 Aug 2017
Deep Layer Aggregation Feng Yu Dequan Wang Evan Shelhamer Trevor Darrell AI4CE FAtt 103 1,317 0 20 Jul 2017
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 231 3,101 0 19 May 2017
In Defense of the Triplet Loss for Person Re-Identification Alexander Hermans Lucas Beyer Bastian Leibe DML 65 3,192 0 22 Mar 2017
Simple Online and Realtime Tracking with a Deep Association Metric N. Wojke Alex Bewley Dietrich Paulus VOT 388 3,492 0 21 Mar 2017
Object Detection in Videos with Tubelet Proposal Networks Kai Kang Hongsheng Li Tong Xiao Wanli Ouyang Junjie Yan Xihui Liu Xiaogang Wang 43 194 0 21 Feb 2017
CityPersons: A Diverse Dataset for Pedestrian Detection Shanshan Zhang Rodrigo Benenson Bernt Schiele 52 803 0 19 Feb 2017
Tracking The Untrackable: Learning To Track Multiple Cues with Long-Term Dependencies Amir Sadeghian Alexandre Alahi Silvio Savarese VOT 69 530 0 08 Jan 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 426 21,951 0 09 Dec 2016
A Discriminatively Learned CNN Embedding for Person Re-identification Zhedong Zheng Liang Zheng Yi Yang 159 885 0 17 Nov 2016
POI: Multiple Object Tracking with High Performance Detection and Appearance Feature F. Yu Wenbo Li Quanquan Li Yu Liu Xiaohua Shi Junjie Yan VOT 54 436 0 19 Oct 2016
UberNet: Training a `Universal' Convolutional Neural Network for Low-, Mid-, and High-Level Vision using Diverse Datasets and Limited Memory Iasonas Kokkinos SSeg SSL 109 672 0 07 Sep 2016
Performance Measures and a Data Set for Multi-Target, Multi-Camera Tracking Ergys Ristani Francesco Solera Roger S. Zou Rita Cucchiara Carlo Tomasi 73 2,597 0 06 Sep 2016
Object Detection from Video Tubelets with Convolutional Neural Networks Kai Kang Wanli Ouyang Hongsheng Li Xiaogang Wang ObjD 30 377 0 14 Apr 2016
Person Re-identification in the Wild Liang Zheng Hengheng Zhang Shaoyan Sun Manmohan Chandraker Yi Yang Q. Tian 41 682 0 09 Apr 2016
Joint Detection and Identification Feature Learning for Person Search Tong Xiao Shuang Li Bochao Wang Liang Lin Xiaogang Wang 88 822 0 07 Apr 2016
HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition Rajeev Ranjan Vishal M. Patel Rama Chellappa CVBM 3DH 87 1,224 0 03 Mar 2016
MOT16: A Benchmark for Multi-Object Tracking Anton Milan Laura Leal-Taixe Ian Reid Stefan Roth Konrad Schindler VOT 136 1,788 0 02 Mar 2016
Seq-NMS for Video Object Detection Wei Han Pooya Khorrami T. Paine Prajit Ramachandran Mohammad Babaeizadeh Humphrey Shi Jianan Li Shuicheng Yan Thomas S. Huang 40 301 0 26 Feb 2016
Simple Online and Realtime Tracking Alex Bewley Zongyuan Ge Lionel Ott F. Ramos B. Upcroft VOT 80 3,063 0 02 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.6K 192,638 0 10 Dec 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 423 61,900 0 04 Jun 2015
Near-Online Multi-target Tracking with Aggregated Local Flow Descriptor Wongun Choi VOT 64 411 0 09 Apr 2015
MOTChallenge 2015: Towards a Benchmark for Multi-Target Tracking Laura Leal-Taixé Anton Milan Ian Reid Stefan Roth Konrad Schindler VOT 63 813 0 08 Apr 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.1K 149,474 0 22 Dec 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.1K 99,991 0 04 Sep 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.2K 39,383 0 01 Sep 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 330 43,290 0 01 May 2014
High-Speed Tracking with Kernelized Correlation Filters João F. Henriques Rui Caseiro P. Martins Jorge Batista 74 5,126 0 30 Apr 2014