Looking Beyond Two Frames: End-to-End Multi-Object Tracking Using Spatial and Temporal Transformers

27 March 2021

Papers citing "Looking Beyond Two Frames: End-to-End Multi-Object Tracking Using Spatial and Temporal Transformers"

34 / 34 papers shown

Title
Online Multi-Object Tracking with Unsupervised Re-Identification Learning and Occlusion Estimation Qiankun Liu Dongdong Chen Qi Chu Lu Yuan B. Liu Lei Zhang Nenghai Yu VOT 45 86 0 04 Jan 2022
YOLOX: Exceeding YOLO Series in 2021 Zheng Ge Songtao Liu Feng Wang Zeming Li Jian Sun ObjD 124 4,065 0 18 Jul 2021
Multiple Object Tracking with Correlation Learning Qiang Wang Yun Zheng Pan Pan Yinghui Xu VOT 74 147 0 08 Apr 2021
Track to Detect and Segment: An Online Multi-Object Tracker Jialian Wu Jiale Cao Liangchen Song Yu Wang Ming Yang Junsong Yuan VOT 58 317 0 16 Mar 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir Fahad Shahbaz Khan M. Shah ViT 274 2,492 0 04 Jan 2021
TransTrack: Multiple Object Tracking with Transformer Pei Sun Jinkun Cao Yi Jiang Rufeng Zhang Enze Xie Zehuan Yuan Changhu Wang Ping Luo ViT VOT 306 576 0 31 Dec 2020
Probabilistic Tracklet Scoring and Inpainting for Multiple Object Tracking F. Saleh S. Aliakbarian Hamid Rezatofighi Mathieu Salzmann Stephen Gould VOT 58 74 0 03 Dec 2020
Deformable DETR: Deformable Transformers for End-to-End Object Detection Xizhou Zhu Weijie Su Lewei Lu Bin Li Xiaogang Wang Jifeng Dai ViT 200 5,046 0 08 Oct 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 72 904 0 16 Sep 2020
Chained-Tracker: Chaining Paired Attentive Regression Results for End-to-End Joint Multiple-Object Detection and Tracking Jinlong Peng Changan Wang Fangbin Wan Yang Wu Yabiao Wang Ying Tai Chengjie Wang Jilin Li Feiyue Huang Yanwei Fu VOT 48 311 0 29 Jul 2020
Lifted Disjoint Paths with Application in Multiple Object Tracking Andrea Hornáková Roberto Henschel Bodo Rosenhahn Paul Swoboda VOT 64 117 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 110 372 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 45 236 0 10 Jun 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 86 1,331 0 04 Apr 2020
Tracking Objects as Points Xingyi Zhou V. Koltun Philipp Krahenbuhl VOT 3DPC 72 1,057 0 02 Apr 2020
A Unified Object Motion and Affinity Model for Online Multi-Object Tracking Junbo Yin Wenguan Wang Qinghao Meng Ruigang Yang Jianbing Shen VOT 61 84 0 25 Mar 2020
Towards Real-Time Multi-Object Tracking Zhongdao Wang Liang Zheng Yixuan Liu Yali Li Shengjin Wang VOT 295 871 0 27 Sep 2019
How To Train Your Deep Multi-Object Tracker Yihong Xu Aljosa Osep Yutong Ban Radu Horaud Laura Leal-Taixe Xavier Alameda-Pineda VOT 85 191 0 15 Jun 2019
Spatial-Temporal Relation Networks for Multi-Object Tracking Jiarui Xu Yue Cao Zheng Zhang Han Hu VOT 112 238 0 25 Apr 2019
Attention Augmented Convolutional Networks Irwan Bello Barret Zoph Ashish Vaswani Jonathon Shlens Quoc V. Le 132 1,012 0 22 Apr 2019
Tracking without bells and whistles Philipp Bergmann Tim Meinhardt Laura Leal-Taixe VOT 104 910 0 13 Mar 2019
Generalized Intersection over Union: A Metric and A Loss for Bounding Box Regression S. Hamid Rezatofighi Deyuan Li JunYoung Gwak Amir Sadeghian Ian Reid Silvio Savarese 145 4,143 0 25 Feb 2019
Online Multi-Object Tracking with Instance-Aware Tracker and Dynamic Model Refreshment Peng Chu Heng Fan C. C. Tan Haibin Ling VOT 47 111 0 21 Feb 2019
Online Multi-Object Tracking with Dual Matching Attention Networks Ji Zhu Hua Yang Nian Liu Minyoung Kim Wenjun Zhang Ming-Hsuan Yang VOT 58 347 0 02 Feb 2019
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 74 213 0 26 Nov 2018
Deep Affinity Network for Multiple Object Tracking Shijie Sun Naveed Akhtar Huansheng Song Ajmal Mian M. Shah VOT 44 331 0 28 Oct 2018
Image Transformer Niki Parmar Ashish Vaswani Jakob Uszkoreit Lukasz Kaiser Noam M. Shazeer Alexander Ku Dustin Tran ViT 116 1,678 0 15 Feb 2018
Detect to Track and Track to Detect Christoph Feichtenhofer A. Pinz Andrew Zisserman VOT 108 562 0 11 Oct 2017
Deep Layer Aggregation Feng Yu Dequan Wang Evan Shelhamer Trevor Darrell AI4CE FAtt 132 1,325 0 20 Jul 2017
Accurate Single Stage Detector Using Recurrent Rolling Convolution Jimmy S. J. Ren Xiaohao Chen Jianbo Liu Wenxiu Sun Jiahao Pang Qiong Yan Yu-Wing Tai Li Xu ObjD 53 281 0 19 Apr 2017
Simple Online and Realtime Tracking with a Deep Association Metric N. Wojke Alex Bewley Dietrich Paulus VOT 388 3,513 0 21 Mar 2017
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 179 15,602 0 25 Dec 2016
Learning by tracking: Siamese CNN for robust target association Laura Leal-Taixé Cristian Canton Ferrer Konrad Schindler 51 427 0 26 Apr 2016
Simple Online and Realtime Tracking Alex Bewley Zongyuan Ge Lionel Ott F. Ramos B. Upcroft VOT 82 3,082 0 02 Feb 2016