Learning a Neural Solver for Multiple Object Tracking

16 December 2019

Laura Leal-Taixé

Papers citing "Learning a Neural Solver for Multiple Object Tracking"

27 / 77 papers shown

Title
Making Higher Order MOT Scalable: An Efficient Approximate Solver for Lifted Disjoint Paths Andrea Hornáková T. Kaiser Paul Swoboda Michal Rolínek Bodo Rosenhahn Roberto Henschel VOT 32 37 0 24 Aug 2021
ODAM: Object Detection, Association, and Mapping using Posed RGB Video Kejie Li Daniel DeTone Steven Chen Minh Vo Ian Reid Hamid Rezatofighi Chris Sweeney Julian Straub Richard Newcombe 32 26 0 23 Aug 2021
Multi-Object Tracking with Hallucinated and Unlabeled Videos Daniel McKee Bing Shuai Andrew G. Berneshawi Manchen Wang Davide Modolo Svetlana Lazebnik Joseph Tighe VOT 19 7 0 19 Aug 2021
Track without Appearance: Learn Box and Tracklet Embedding with Local and Global Motion Patterns for Vehicle Tracking Gaoang Wang Renshu Gu Zuozhu Liu Weijie Hu Xiuming Zhang Jenq-Neng Hwang VOT 27 50 0 13 Aug 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 39 1 0 30 Jun 2021
Multiple Object Tracking with Mixture Density Networks for Trajectory Estimation Andreu Girbau Xavier Giró-i-Nieto Ignasi Rius F. Marqués VOT 3DPC 24 15 0 21 Jun 2021
Know Your Surroundings: Panoramic Multi-Object Tracking by Multimodality Collaboration Yuhang He Wentao Yu Jie Han Xing Wei Xiaopeng Hong Yihong Gong 3DPC VOT 22 12 0 31 May 2021
Split and Connect: A Universal Tracklet Booster for Multi-Object Tracking Gaoang Wang Yizhou Wang Renshu Gu Weijie Hu Jenq-Neng Hwang VOT 41 40 0 06 May 2021
Opening up Open-World Tracking Yang Liu Idil Esen Zulfikar Jonathon Luiten Achal Dave Deva Ramanan Bastian Leibe Aljosa Osep Laura Leal-Taixé 28 51 0 22 Apr 2021
One More Check: Making "Fake Background" Be Tracked Again Chao Liang Zhipeng Zhang Xue Zhou Bing Li Weiming Hu VOT 28 65 0 19 Apr 2021
Multiple Object Tracking with Correlation Learning Qiang Wang Yun Zheng Pan Pan Yinghui Xu VOT 34 147 0 08 Apr 2021
Local Metrics for Multi-Object Tracking Jack Valmadre Alex Bewley Jonathan Huang Chen Sun C. Sminchisescu Cordelia Schmid VOT 48 13 0 06 Apr 2021
Learning Target Candidate Association to Keep Track of What Not to Track Christoph Mayer Martin Danelljan D. Paudel Luc Van Gool VOT 33 230 0 30 Mar 2021
TransCenter: Transformers with Dense Representations for Multiple-Object Tracking Yihong Xu Yutong Ban Guillaume Delorme Chuang Gan Daniela Rus Xavier Alameda-Pineda VOT 25 92 0 28 Mar 2021
Learning to Track with Object Permanence P. Tokmakov Jie Li Wolfram Burgard Adrien Gaidon VOT 55 201 0 26 Mar 2021
Learning a Proposal Classifier for Multiple Object Tracking Peng Dai Renliang Weng Wongun Choi Changshui Zhang Zhangping He Wei Ding VOT 47 87 0 14 Mar 2021
Meta-Generating Deep Attentive Metric for Few-shot Classification Lei Zhang Fei Zhou Wei Wei Yanning Zhang VLM 42 28 0 03 Dec 2020
Self-Supervised Small Soccer Player Detection and Tracking Samuel Hurault C. Ballester G. Haro 33 36 0 20 Nov 2020
SMOT: Single-Shot Multi Object Tracking Wei Li Yuanjun Xiong Shuo Yang Siqi Deng Wei Xia VOT 30 8 0 30 Oct 2020
Tracklets Predicting Based Adaptive Graph Tracking Chaobing Shan Chunbo Wei Bing Deng Jianqiang Huang Xiansheng Hua Xiaoliang Cheng K. Liang VOT 33 9 0 18 Oct 2020
GCNNMatch: Graph Convolutional Neural Networks for Multi-Object Tracking via Sinkhorn Normalization Ioannis Papakis Abhijit Sarkar Anuj Karpatne VOT 21 54 0 30 Sep 2020
HOTA: A Higher Order Metric for Evaluating Multi-Object Tracking Jonathon Luiten Aljosa Osep Patrick Dendorfer Philip H. S. Torr Andreas Geiger Laura Leal-Taixe Bastian Leibe VOT 24 877 0 16 Sep 2020
Quasi-Dense Similarity Learning for Multiple Object Tracking Jiangmiao Pang Linlu Qiu Xia Li Haofeng Chen Qi Li Trevor Darrell F. I. F. Richard Yu VOT 13 362 0 11 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 34 1,303 0 04 Apr 2020
GeoGraph: Learning graph-based multi-view object detection with geometric cues end-to-end A. Nassar Stefano Dáronco Sébastien Lefèvre Jan Dirk Wegner ObjD 22 3 0 23 Mar 2020
Refinements in Motion and Appearance for Online Multi-Object Tracking Piao Huang Shoudong Han Jun Zhao Donghaisheng Liu Hongwei Wang En Yu Alex C. Kot VOT 31 12 0 16 Mar 2020
Interaction Networks for Learning about Objects, Relations and Physics Peter W. Battaglia Razvan Pascanu Matthew Lai Danilo Jimenez Rezende Koray Kavukcuoglu AI4CE OCL PINN GNN 280 1,400 0 01 Dec 2016