FAMNet: Joint Learning of Feature, Affinity and Multi-dimensional Assignment for Online Multiple Object Tracking

10 April 2019

Peng Chu

Papers citing "FAMNet: Joint Learning of Feature, Affinity and Multi-dimensional Assignment for Online Multiple Object Tracking"

33 / 33 papers shown

Title
S3MOT: Monocular 3D Object Tracking with Selective State Space Model Zhuohao Yan Shaoquan Feng Xingxing Li Yuxuan Zhou Chunxi Xia Shengyu Li VOT 79 0 0 25 Apr 2025
Self-Supervised Multi-Object Tracking with Path Consistency Zijia Lu Bing Shuai Yanbei Chen Zhenlin Xu Davide Modolo VOT 42 10 0 08 Apr 2024
Deep MDP: A Modular Framework for Multi-Object Tracking Abhineet Singh VOT 23 0 0 22 Oct 2023
S $^3$ Track: Self-supervised Tracking with Soft Assignment Flow Fatemeh Azimi Fahim Mannan Felix Heide VOT 32 0 0 17 May 2023
ByteTrackV2: 2D and 3D Multi-Object Tracking by Associating Every Detection Box Yifu Zhang Xing-Hui Wang Xiaoqing Ye Wei Zhang Jincheng Lu Xiao Tan Errui Ding Pei Sun Jingdong Wang VOT 31 20 0 27 Mar 2023
Unifying Tracking and Image-Video Object Detection Peirong Liu Rui Wang Pengchuan Zhang Omid Poursaeed Yipin Zhou Xuefei Cao Sreya . Dutta Roy Ashish Shah Ser-Nam Lim 13 0 0 20 Nov 2022
End-to-end Tracking with a Multi-query Transformer Bruno Korbar Andrew Zisserman VOT 24 6 0 26 Oct 2022
Transformer-based assignment decision network for multiple object tracking Athena Psalta Vasileios Tsironis K. Karantzalos VOT 68 9 0 06 Aug 2022
Multi-Object Tracking and Segmentation via Neural Message Passing Guillem Brasó Orcun Cetintas Laura Leal-Taixe VOT 24 21 0 15 Jul 2022
Towards Grand Unification of Object Tracking B. Yan Yi-Xin Jiang Pei Sun D. Wang Zehuan Yuan Ping Luo Huchuan Lu ViT VOT 40 136 0 14 Jul 2022
Simple Cues Lead to a Strong Multi-Object Tracker Jenny Seidenschwarz Guillem Brasó Victor Castro Serrano Ismail Elezi Laura Leal-Taixé VOT 33 48 0 09 Jun 2022
Joint Spatial-Temporal and Appearance Modeling with Transformer for Multiple Object Tracking Peng Dai Yiqiang Feng Renliang Weng Changshui Zhang VOT ViT 22 5 0 31 May 2022
MeMOT: Multi-Object Tracking with Memory Jiarui Cai Mingze Xu Wei Li Yuanjun Xiong Wei Xia Z. Tu Stefano Soatto VOT 29 148 0 31 Mar 2022
DSRRTracker: Dynamic Search Region Refinement for Attention-based Siamese Multi-Object Tracking Jia Wan Hong Zhang J. Zhang Yuan Ding Yifan Yang Yan Li Xuliang Li VOT 41 5 0 21 Mar 2022
GIAOTracker: A comprehensive framework for MCMOT with global information and optimizing strategies in VisDrone 2021 Yunhao Du Jun-Jun Wan Yanyun Zhao Binyu Zhang Zhihang Tong Junhao Dong 25 99 0 24 Feb 2022
STURE: Spatial-Temporal Mutual Representation Learning for Robust Data Association in Online Multi-Object Tracking Haidong Wang Zhiyong Li Yaping Li Ke Nai Ming Wen VOT 23 7 0 18 Jan 2022
LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking D. M. Nguyen Roberto Henschel Bodo Rosenhahn Daniel Sonntag Paul Swoboda VOT 21 33 0 23 Nov 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 Mingli Song Jenq-Neng Hwang VOT 24 50 0 13 Aug 2021
Multiple Object Tracking with Mixture Density Networks for Trajectory Estimation Andreu Girbau Xavier Giró-i-Nieto Ignasi Rius F. Marqués VOT 3DPC 19 15 0 21 Jun 2021
DyGLIP: A Dynamic Graph Model with Link Prediction for Accurate Multi-Camera Multiple Object Tracking Kha Gia Quach Pha Nguyen Huu Le Thanh-Dat Truong C. Duong M. Tran Khoa Luu 26 52 0 12 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 20 12 0 31 May 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 43 13 0 06 Apr 2021
Learning a Proposal Classifier for Multiple Object Tracking Peng Dai Renliang Weng Wongun Choi Changshui Zhang Zhangping He Wei Ding VOT 44 87 0 14 Mar 2021
Tracklets Predicting Based Adaptive Graph Tracking Chaobing Shan Chunbo Wei Bing Deng Jianqiang Huang Xiansheng Hua Xiaoliang Cheng K. Liang VOT 30 9 0 18 Oct 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 19 877 0 16 Sep 2020
Segment as Points for Efficient Online Multi-Object Tracking and Segmentation Zhenbo Xu Wei Zhang Xiao Tan Wei Yang Huan Huang Shilei Wen Errui Ding Liusheng Huang VOT 21 67 0 03 Jul 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
Multi-object Tracking via End-to-end Tracklet Searching and Ranking Tao Hu Lichao Huang Han Shen VOT 37 6 0 04 Mar 2020
Unsupervised Multiple Person Tracking using AutoEncoder-Based Lifted Multicuts Kalun Ho J. Keuper M. Keuper VOT 18 10 0 04 Feb 2020
Online Multiple Pedestrians Tracking using Deep Temporal Appearance Matching Association Young-Chul Yoon D. Kim Young-min Song Kwangjin Yoon M. Jeon VOT 26 68 0 01 Jul 2019
Multiple Object Tracking: A Literature Review Wenhan Luo Junliang Xing Anton Milan Xiaoqin Zhang Wei Liu Tae-Kyun Kim VOT 29 794 0 26 Sep 2014