Online Multi-Object Tracking with Dual Matching Attention Networks

European Conference on Computer Vision (ECCV), 2018

2 February 2019

Wenjun Zhang

Ming-Hsuan Yang

VOT

ArXiv (abs)PDF HTML

Papers citing "Online Multi-Object Tracking with Dual Matching Attention Networks"

50 / 136 papers shown

Title
DeepTracks: Geopositioning Maritime Vehicles in Video Acquired from a Moving Platform Jianli Wei Guanyu Xu Alper Yilmaz 129 1 0 02 Sep 2021
Making Higher Order MOT Scalable: An Efficient Approximate Solver for Lifted Disjoint PathsIEEE International Conference on Computer Vision (ICCV), 2021 Andrea Hornáková Timo Kaiser Paul Swoboda Michal Rolínek Bodo Rosenhahn Roberto Henschel VOT 241 45 0 24 Aug 2021
VoxelTrack: Multi-Person 3D Human Pose Estimation and Tracking in the WildIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Yifu Zhang Chunyu Wang Xinggang Wang Wenyu Liu Wenjun Zeng 3DH 193 85 0 05 Aug 2021
What and When to Look?: Temporal Span Proposal Network for Video Relation Detection Sangmin Woo Junhyug Noh Kangil Kim 298 2 0 15 Jul 2021
Object Tracking and Geo-localization from Street Images Daniel Wilson Thayer Alshaabi C. V. Oort Xiaohan Zhang Jonathan D. Nelson S. Wshah 108 20 0 13 Jul 2021
CFTrack: Center-based Radar and Camera Fusion for 3D Multi-Object Tracking Ramin Nabati Landon Harris Hairong Qi 3DPC 155 27 0 11 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 319 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 129 22 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 176 14 0 31 May 2021
RelationTrack: Relation-aware Multiple Object Tracking with Decoupled RepresentationIEEE transactions on multimedia (IEEE Trans. Multimedia), 2021 En Yu Zhuoling Li Shoudong Han Hongwei Wang VOT 213 170 0 10 May 2021
Multi-Target Multi-Camera Tracking of Vehicles using Metadata-Aided Re-ID and Trajectory-Based Camera Link ModelIEEE Transactions on Image Processing (TIP), 2021 Hung-Min Hsu Jiarui Cai Yizhou Wang Lei Li Kwang-Ju Kim 262 51 0 03 May 2021
Few-Shot Video Object DetectionEuropean Conference on Computer Vision (ECCV), 2021 Qi Fan Chi-Keung Tang Yu-Wing Tai 353 15 0 30 Apr 2021
One More Check: Making "Fake Background" Be Tracked AgainAAAI Conference on Artificial Intelligence (AAAI), 2021 Chao Liang Zhipeng Zhang Xue Zhou Bing Li Weiming Hu VOT 166 74 0 19 Apr 2021
Local Metrics for Multi-Object Tracking Jack Valmadre Alex Bewley Jonathan Huang Chen Sun C. Sminchisescu Cordelia Schmid VOT 265 13 0 06 Apr 2021
Online Multiple Object Tracking with Cross-Task SynergyComputer Vision and Pattern Recognition (CVPR), 2021 Song Guo Jingya Wang Xinchao Wang Dacheng Tao VOT 164 71 0 01 Apr 2021
An Energy-Efficient Quad-Camera Visual System for Autonomous Machines on FPGA PlatformInternational Conference on Artificial Intelligence Circuits and Systems (ICAICS), 2021 Zishen Wan Yuyang Zhang A. Raychowdhury Bo Yu Haibin Ling Shaoshan Liu 236 18 0 01 Apr 2021
Learnable Graph Matching: Incorporating Graph Partitioning with Deep Feature Learning for Multiple Object TrackingComputer Vision and Pattern Recognition (CVPR), 2021 Jiawei He Zehao Huang Naiyan Wang Zhaoxiang Zhang VOT 210 123 0 30 Mar 2021
Looking Beyond Two Frames: End-to-End Multi-Object Tracking Using Spatial and Temporal TransformersIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Tianyu Zhu Markus Hiller Mahsa Ehsanpour Rongkai Ma Tom Drummond Ian Reid Hamid Rezatofighi VOT 301 55 0 27 Mar 2021
SG-Net: Spatial Granularity Network for One-Stage Video Instance SegmentationComputer Vision and Pattern Recognition (CVPR), 2021 Dongfang Liu Yiming Cui Wenbo Tan Yingjie Chen 230 134 0 18 Mar 2021
Track to Detect and Segment: An Online Multi-Object TrackerComputer Vision and Pattern Recognition (CVPR), 2021 Jialian Wu Jiale Cao Liangchen Song Yu Wang Ming Yang Junsong Yuan VOT 209 375 0 16 Mar 2021
Learning a Proposal Classifier for Multiple Object TrackingComputer Vision and Pattern Recognition (CVPR), 2021 Peng Dai Renliang Weng Wongun Choi Changshui Zhang Zhangping He Wei Ding VOT 320 102 0 14 Mar 2021
MOTS R-CNN: Cosine-margin-triplet loss for multi-object tracking Amit Satish Unde Renu M. Rameshan VOT MQ 174 6 0 06 Feb 2021
Occluded Video Instance Segmentation: A BenchmarkInternational Journal of Computer Vision (IJCV), 2021 Jiyang Qi Yan Gao Yao Hu Xinggang Wang Xiaoyu Liu Xiang Bai Serge Belongie Alan Yuille Juil Sock S. Bai VOS VLM 299 174 0 02 Feb 2021
Discriminative Appearance Modeling with Multi-track Pooling for Real-time Multi-object TrackingComputer Vision and Pattern Recognition (CVPR), 2021 Chanho Kim Fuxin Li Mazen Alotaibi James M. Rehg VOT 166 74 0 28 Jan 2021
TrackFormer: Multi-Object Tracking with TransformersComputer Vision and Pattern Recognition (CVPR), 2021 Tim Meinhardt A. Kirillov Laura Leal-Taixe Christoph Feichtenhofer VOT 746 945 0 07 Jan 2021
Domain Adaptation for the Segmentation of Confidential Medical ImagesBritish Machine Vision Conference (BMVC), 2021 Serban Stan Mohammad Rostami OOD 249 15 0 02 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 668 696 0 31 Dec 2020
GAKP: GRU Association and Kalman Prediction for Multiple Object Tracking Zhen Li Sunzeng Cai Xiaoyi Wang Yanfeng Guo Nian Xue VOT 128 1 0 28 Dec 2020
Improving Video Instance Segmentation by Light-weight Temporal Uncertainty EstimatesIEEE International Joint Conference on Neural Network (IJCNN), 2020 Kira Maag Matthias Rottmann Serin Varghese Fabian Hüger Peter Schlicht Hanno Gottschalk UQCV 215 13 0 14 Dec 2020
ViP-DeepLab: Learning Visual Perception with Depth-aware Video Panoptic SegmentationComputer Vision and Pattern Recognition (CVPR), 2020 Siyuan Qiao Yukun Zhu Hartwig Adam Alan Yuille Liang-Chieh Chen MDE 229 164 0 09 Dec 2020
Probabilistic Tracklet Scoring and Inpainting for Multiple Object TrackingComputer Vision and Pattern Recognition (CVPR), 2020 F. Saleh S. Aliakbarian Hamid Rezatofighi Mathieu Salzmann Stephen Gould VOT 236 79 0 03 Dec 2020
Tracklets Predicting Based Adaptive Graph Tracking Chaobing Shan Chunbo Wei Bing Deng Jianqiang Huang Xiansheng Hua Xiaoliang Cheng K. Liang VOT 505 9 0 18 Oct 2020
MOTChallenge: A Benchmark for Single-Camera Multiple Target Tracking Patrick Dendorfer Aljosa Osep Anton Milan Konrad Schindler Zorah Lähner Ian Reid Stefan Roth Laura Leal-Taixé VOT 319 311 0 15 Oct 2020
GCNNMatch: Graph Convolutional Neural Networks for Multi-Object Tracking via Sinkhorn Normalization Ioannis Papakis Abhijit Sarkar Anuj Karpatne VOT 436 60 0 30 Sep 2020
SAMOT: Switcher-Aware Multi-Object Tracking and Still Another MOT Measure Weitao Feng Zhihao Hu Baopu Li Weihao Gan Wei Wu Wanli Ouyang VOT 156 5 0 22 Sep 2020
HOTA: A Higher Order Metric for Evaluating Multi-Object TrackingInternational Journal of Computer Vision (IJCV), 2020 Jonathon Luiten Aljosa Osep Patrick Dendorfer Juil Sock Andreas Geiger Laura Leal-Taixe Bastian Leibe VOT 316 1,132 0 16 Sep 2020
MAT: Motion-Aware Multi-Object TrackingNeurocomputing (Neurocomputing), 2020 Shoudong Han Piao Huang Hongwei Wang En Yu Donghaisheng Liu Xiaofeng Pan Jun Zhao VOT 312 152 0 10 Sep 2020
Compensation Tracker: Reprocessing Lost Object for Multi-Object TrackingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020 Zhibo Zou Junjie Huang Ping Luo VOT 287 16 0 27 Aug 2020
Simultaneous Detection and Tracking with Motion Modelling for Multiple Object Tracking Shijie Sun Naveed Akhtar Xiangyu Song Huansheng Song Lin Wang M. Shah VOT 176 50 0 20 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 272 17 0 18 Aug 2020
Towards Robust Visual Tracking for Unmanned Aerial Vehicle with Tri-Attentional Correlation FiltersIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2020 Yujie He Changhong Fu Fuling Lin Yiming Li Peng Lu 262 12 0 02 Aug 2020
Dense Scene Multiple Object Tracking with Box-Plane MatchingACM Multimedia (ACM MM), 2020 Jinlong Peng Yueyang Gu Yabiao Wang Chengjie Wang Jilin Li Feiyue Huang VOT 129 17 0 30 Jul 2020
Chained-Tracker: Chaining Paired Attentive Regression Results for End-to-End Joint Multiple-Object Detection and TrackingEuropean Conference on Computer Vision (ECCV), 2020 Jinlong Peng Changan Wang Fangbin Wan Yang Wu Yabiao Wang Ying Tai Chengjie Wang Jilin Li Feiyue Huang Yanwei Fu VOT 205 360 0 29 Jul 2020
Tracking-by-Counting: Using Network Flows on Crowd Density Maps for Tracking Multiple TargetsIEEE Transactions on Image Processing (TIP), 2020 Weihong Ren Xinchao Wang Jiandong Tian Yandong Tang Antoni B. Chan VOT 282 72 0 18 Jul 2020
AutoTrajectory: Label-free Trajectory Extraction and Prediction from Videos using Dynamic PointsEuropean Conference on Computer Vision (ECCV), 2020 Yuexin Ma Xinge ZHU Xinjing Cheng Ruigang Yang Jiming Liu Tianyi Zhou 3DPC 164 14 0 11 Jul 2020
Fast Video Object Segmentation With Temporal Aggregation Network and Dynamic Template MatchingComputer Vision and Pattern Recognition (CVPR), 2020 Xuhua Huang Jiarui Xu Yu-Wing Tai Chi-Keung Tang VOS 271 71 0 11 Jul 2020
Joint Object Detection and Multi-Object Tracking with Graph Neural Networks Yongxin Wang Kris Kitani Xinshuo Weng VOT 377 41 0 23 Jun 2020
Map3D: Registration Based Multi-Object Tracking on 3D Serial Whole Slide ImagesIEEE Transactions on Medical Imaging (TMI), 2020 Ruining Deng Haichun Yang Aadarsh Jha Yuzhe Lu Peng Chu Agnes B. Fogo Yuankai Huo 172 14 0 10 Jun 2020
TubeTK: Adopting Tubes to Track Multi-Object in a One-Step Training ModelComputer Vision and Pattern Recognition (CVPR), 2020 Bo Pang Yizhuo Li Yifan Zhang Muchen Li Cewu Lu VOT 167 265 0 10 Jun 2020
Simple Unsupervised Multi-Object Tracking Shyamgopal Karthik Christian Schroeder de Witt Vineet Gandhi VOT 213 85 0 04 Jun 2020