Simple Cues Lead to a Strong Multi-Object Tracker

9 June 2022

Jenny Seidenschwarz

Guillem Brasó

Victor Castro Serrano

Ismail Elezi

Laura Leal-Taixé

VOT

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Papers citing "Simple Cues Lead to a Strong Multi-Object Tracker"

31 / 31 papers shown

Title
CAMELTrack: Context-Aware Multi-cue ExpLoitation for Online Multi-Object Tracking Vladimir Somers Baptiste Standaert Victor Joos Alexandre Alahi Christophe De Vleeschouwer VOT 45 0 0 02 May 2025
Data-Driven Object Tracking: Integrating Modular Neural Networks into a Kalman Framework Christian Alexander Holz Christian Bader Markus Enzweiler Matthias Drüppel VOT 45 0 0 03 Apr 2025
Deep LG-Track: An Enhanced Localization-Confidence-Guided Multi-Object Tracker Ting Meng Chunyun Fu Xiangyan Yan Zheng Liang Pan Ji Jianwen Wang Tao Huang 40 0 0 02 Apr 2025
Zero-Shot 4D Lidar Panoptic Segmentation Yushan Zhang Aljosa Osep Laura Leal-Taixé Tim Meinhardt 3DPC 42 1 0 01 Apr 2025
Multi-object Tracking by Detection and Query: an efficient end-to-end manner Shukun Jia Yichao Cao Feng Yang Xin Lu Xiaobo Lu VOT 27 0 0 09 Nov 2024
Is Multiple Object Tracking a Matter of Specialization? G. Mancusi Mattia Bernardi Aniello Panariello Angelo Porrello Rita Cucchiara Simone Calderara MoMe 29 1 0 01 Nov 2024
Spatial-Temporal Multi-Cuts for Online Multiple-Camera Vehicle Tracking Fabian Herzog Johannes Gilg Philipp Wolters Torben Teepe Gerhard Rigoll VOT 18 0 0 03 Oct 2024
Associate Everything Detected: Facilitating Tracking-by-Detection to the Unknown Zimeng Fang Chao Liang Xue Zhou Shuyuan Zhu Xi Li 20 0 0 14 Sep 2024
When to Extract ReID Features: A Selective Approach for Improved Multiple Object Tracking Emirhan Bayar Cemal Aker VOT 35 0 0 10 Sep 2024
Keypoint Promptable Re-Identification Vladimir Somers Christophe De Vleeschouwer Alexandre Alahi 29 6 0 25 Jul 2024
DenseTrack: Drone-based Crowd Tracking via Density-aware Motion-appearance Synergy Yi Lei Huilin Zhu Jingling Yuan Guangli Xiang Xian Zhong Shengfeng He 21 1 0 24 Jul 2024
DroneMOT: Drone-based Multi-Object Tracking Considering Detection Difficulties and Simultaneous Moving of Drones and Objects Peng Wang Yongcai Wang Deying Li VOT 24 2 0 12 Jul 2024
Hierarchical IoU Tracking based on Interval Yunhao Du Zhicheng Zhao Fei Su VOT 23 0 0 19 Jun 2024
Towards Generalizable Multi-Object Tracking Zheng Qin Le Wang Sanpin Zhou Panpan Fu Gang Hua Wei Tang 40 6 0 01 Jun 2024
SPAMming Labels: Efficient Annotations for the Trackers of Tomorrow Orcun Cetintas Tim Meinhardt Guillem Brasó Laura Leal-Taixé 12 0 0 17 Apr 2024
Multiple Object Tracking as ID Prediction Ruopeng Gao Yijun Zhang Limin Wang 43 11 0 25 Mar 2024
Lifting Multi-View Detection and Tracking to the Bird's Eye View Torben Teepe Philipp Wolters Johannes Gilg Fabian Herzog Gerhard Rigoll 44 7 0 19 Mar 2024
DeconfuseTrack:Dealing with Confusion for Multi-Object Tracking Cheng Huang Shoudong Han Mengyu He Wenbo Zheng Yuhao Wei VOT 26 0 0 05 Mar 2024
AM-SORT: Adaptable Motion Predictor with Historical Trajectory Embedding for Multi-Object Tracking Vitaliy Kim Gunho Jung Seong-Whan Lee 24 1 0 25 Jan 2024
UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation Kefu Yi Kai Luo Xiaolei Luo Jiangui Huang Hao Wu Rongdong Hu Wei Hao VOT 18 42 0 14 Dec 2023
Single-Shot and Multi-Shot Feature Learning for Multi-Object Tracking Yizhe Li Sanping Zhou Zheng Qin Le Wang Jinjun Wang Nanning Zheng 27 1 0 17 Nov 2023
EarlyBird: Early-Fusion for Multi-View Tracking in the Bird's Eye View Torben Teepe Philipp Wolters Johannes Gilg Fabian Herzog Gerhard Rigoll 28 13 0 20 Oct 2023
DeNoising-MOT: Towards Multiple Object Tracking with Severe Occlusions Teng Fu Xiaocong Wang Haiyang Yu Ke Niu Bin Li Xiangyang Xue VOT ViT 23 6 0 09 Sep 2023
Hybrid-SORT: Weak Cues Matter for Online Multi-Object Tracking Mingzhan Yang G. Han B. Yan Wenhua Zhang Jinqing Qi Huchuan Lu D. Wang VOT 30 15 0 01 Aug 2023
ByteTrack: Multi-Object Tracking by Associating Every Detection Box Yifu Zhang Pei Sun Yi-Xin Jiang Dongdong Yu Fucheng Weng Zehuan Yuan Ping Luo Wenyu Liu Xinggang Wang VOT 96 1,289 0 13 Oct 2021
TrackFormer: Multi-Object Tracking with Transformers Tim Meinhardt A. Kirillov Laura Leal-Taixe Christoph Feichtenhofer VOT 208 732 0 07 Jan 2021
TransTrack: Multiple Object Tracking with Transformer Pei Sun Jinkun Cao Yi-Xin Jiang Rufeng Zhang Enze Xie Zehuan Yuan Changhu Wang Ping Luo ViT VOT 241 555 0 31 Dec 2020
MOT20: A benchmark for multi object tracking in crowded scenes Patrick Dendorfer Hamid Rezatofighi Anton Milan Javen Qinfeng Shi Daniel Cremers Ian Reid Stefan Roth Konrad Schindler Laura Leal-Taixé VOT 161 620 0 19 Mar 2020
Towards Real-Time Multi-Object Tracking Zhongdao Wang Liang Zheng Yixuan Liu Yali Li Shengjin Wang VOT 232 844 0 27 Sep 2019
CrowdHuman: A Benchmark for Detecting Human in a Crowd Shuai Shao Zijian Zhao Boxun Li Tete Xiao Gang Yu Xiangyu Zhang Jian-jun Sun 205 670 0 30 Apr 2018
Simple Online and Realtime Tracking with a Deep Association Metric N. Wojke Alex Bewley Dietrich Paulus VOT 214 3,407 0 21 Mar 2017