OVTrack: Open-Vocabulary Multiple Object Tracking

17 April 2023

Siyuan Li

Papers citing "OVTrack: Open-Vocabulary Multiple Object Tracking"

50 / 53 papers shown

Title
EffOWT: Transfer Visual Language Models to Open-World Tracking Efficiently and Effectively Bingyang Wang Kaer Huang Bin Li Yiqiang Yan Lulu Zhang Huchuan Lu You He VLM 148 0 0 07 Apr 2025
OVTR: End-to-End Open-Vocabulary Multiple Object Tracking with Transformer Jinyang Li En Yu Sijia Chen Wenbing Tao 136 2 0 13 Mar 2025
Omnidirectional Multi-Object Tracking Kai Luo Hao-miao Shi Sheng Wu Fei Teng Mengfei Duan Chang Huang Yansen Wang Kaiwei Wang Kailun Yang 169 1 0 06 Mar 2025
Multiple Object Tracking as ID Prediction Ruopeng Gao Yijun Zhang Limin Wang 180 16 0 25 Mar 2024
Tracking by Associating Clips Sanghyun Woo Kwanyong Park Seoung Wug Oh In So Kweon Joon-Young Lee VOT 63 9 0 20 Dec 2022
BURST: A Benchmark for Unifying Object Recognition, Segmentation and Tracking in Video A. Athar Jonathon Luiten P. Voigtlaender Tarasha Khurana Achal Dave Bastian Leibe Deva Ramanan VOS VLM 97 60 0 25 Sep 2022
Tracking Every Thing in the Wild Siyuan Li Martin Danelljan Henghui Ding Thomas E. Huang Feng Yu 90 43 0 26 Jul 2022
Learning to Prompt for Open-Vocabulary Object Detection with Vision-Language Model Yu Du Fangyun Wei Zihe Zhang Miaojing Shi Yue Gao Guoqi Li VPVLM VLM 81 335 0 28 Mar 2022
Global Tracking Transformers Xingyi Zhou Tianwei Yin V. Koltun Philipp Krahenbuhl VOT 101 138 0 24 Mar 2022
RePaint: Inpainting using Denoising Diffusion Probabilistic Models Andreas Lugmayr Martin Danelljan Andrés Romero Feng Yu Radu Timofte Luc Van Gool DiffM 355 1,427 0 24 Jan 2022
Detecting Twenty-thousand Classes using Image-level Supervision Xingyi Zhou Rohit Girdhar Armand Joulin Phillip Krahenbuhl Ishan Misra CLIP VLM 113 618 0 07 Jan 2022
RegionCLIP: Region-based Language-Image Pretraining Yiwu Zhong Jianwei Yang Pengchuan Zhang Chunyuan Li Noel Codella ... Luowei Zhou Xiyang Dai Lu Yuan Yin Li Jianfeng Gao VLM CLIP 151 580 0 16 Dec 2021
MOTSynth: How Can Synthetic Data Help Pedestrian Detection and Tracking? Matteo Fabbri Guillem Brasó Gianluca Maugeri Orcun Cetintas Riccardo Gasparini Aljosa Osep Simone Calderara Laura Leal-Taixe Rita Cucchiara ViT 113 109 0 21 Aug 2021
Aligning Pretraining for Detection via Object-Level Contrastive Learning Fangyun Wei Yue Gao Zhirong Wu Han Hu Stephen Lin ObjD 70 148 0 04 Jun 2021
MOTR: End-to-End Multiple-Object Tracking with Transformer Fangao Zeng Bin Dong Cheng Chen Tiancai Wang Xinming Zhang Yichen Wei VOT 77 519 0 07 May 2021
DriveGAN: Towards a Controllable High-Quality Neural Simulation S. Kim Jonah Philion Antonio Torralba Sanja Fidler 89 119 0 30 Apr 2021
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation Xiuye Gu Nayeon Lee Weicheng Kuo Huayu Chen VLM ObjD 300 921 0 28 Apr 2021
Monocular Quasi-Dense 3D Object Tracking Hou-Ning Hu Yung-Hsu Yang Tobias Fischer Trevor Darrell Feng Yu Min Sun 3DPC 80 117 0 12 Mar 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 420 5,005 0 24 Feb 2021
1st Place Solution to ECCV-TAO-2020: Detect and Represent Any Object for Tracking Fei Du Boao Xu Jiasheng Tang Yuqi Zhang F. Wang Hao Li 83 19 0 20 Jan 2021
GeoSim: Realistic Video Simulation via Geometry-Aware Composition for Self-Driving Yun Chen Frieda Rong Shivam Duggal Shenlong Wang Xinchen Yan S. Manivasagam Shangjie Xue Ersin Yumer R. Urtasun 57 100 0 16 Jan 2021
TrackFormer: Multi-Object Tracking with Transformers Tim Meinhardt A. Kirillov Laura Leal-Taixe Christoph Feichtenhofer VOT 281 775 0 07 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 316 587 0 31 Dec 2020
Open-Vocabulary Object Detection Using Captions Alireza Zareian Kevin Dela Rosa Derek Hao Hu Shih-Fu Chang VLM ObjD 139 433 0 20 Nov 2020
MOTChallenge: A Benchmark for Single-Camera Multiple Target Tracking Patrick Dendorfer Aljosa Osep Anton Milan Konrad Schindler Daniel Cremers Ian Reid Stefan Roth Laura Leal-Taixé VOT 71 267 0 15 Oct 2020
Quasi-Dense Similarity Learning for Multiple Object Tracking Jiangmiao Pang Linlu Qiu Xia Li Haofeng Chen Qi Li Trevor Darrell Feng Yu VOT 176 373 0 11 Jun 2020
TAO: A Large-Scale Benchmark for Tracking Any Object Achal Dave Tarasha Khurana P. Tokmakov Cordelia Schmid Deva Ramanan 75 180 0 20 May 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 132 1,350 0 04 Apr 2020
Tracking Objects as Points Xingyi Zhou V. Koltun Philipp Krahenbuhl VOT 3DPC 85 1,068 0 02 Apr 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 395 18,897 0 13 Feb 2020
Learning a Neural Solver for Multiple Object Tracking Guillem Brasó Laura Leal-Taixé VOT 85 401 0 16 Dec 2019
Scalability in Perception for Autonomous Driving: Waymo Open Dataset Pei Sun Henrik Kretzschmar Xerxes Dotiwalla Aurelien Chouard Vijaysai Patnaik ... Shuyang Cheng Yu Zhang Jonathon Shlens Zhifeng Chen Dragomir Anguelov 149 2,907 0 10 Dec 2019
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 216 12,136 0 13 Nov 2019
LVIS: A Dataset for Large Vocabulary Instance Segmentation Agrim Gupta Piotr Dollár Ross B. Girshick ISeg VLM 111 1,379 0 08 Aug 2019
Video Instance Segmentation Linjie Yang Yuchen Fan N. Xu VOS ISeg 88 510 0 12 May 2019
Res2Net: A New Multi-scale Backbone Architecture Shanghua Gao Ming-Ming Cheng Kai Zhao Xinyu Zhang Ming-Hsuan Yang Philip Torr 126 2,398 0 02 Apr 2019
Tracking without bells and whistles Philipp Bergmann Tim Meinhardt Laura Leal-Taixe VOT 123 913 0 13 Mar 2019
Towards Segmenting Anything That Moves Achal Dave P. Tokmakov Deva Ramanan 86 87 0 11 Feb 2019
Combined Image- and World-Space Tracking in Traffic Scenes Aljosa Osep Wolfgang Mehner Markus Mathias Bastian Leibe VOT 45 135 0 19 Sep 2018
BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning Feng Yu Haofeng Chen Xin Wang Wenqi Xian Yingying Chen Fangchen Liu Vashisht Madhavan Trevor Darrell VLM 346 2,158 0 12 May 2018
Simple Baselines for Human Pose Estimation and Tracking Bin Xiao Haiping Wu Yichen Wei 3DH VOT 128 1,793 0 17 Apr 2018
Beyond Pixels: Leveraging Geometry and Shape Cues for Online Multi-Object Tracking Sarthak Sharma J. Ansari Krishna Murthy Jatavallabhula K. M. Krishna VOT 67 169 0 26 Feb 2018
Detect to Track and Track to Detect Christoph Feichtenhofer A. Pinz Andrew Zisserman VOT 123 562 0 11 Oct 2017
Simple Online and Realtime Tracking with a Deep Association Metric N. Wojke Alex Bewley Dietrich Paulus VOT 400 3,552 0 21 Mar 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 387 27,275 0 20 Mar 2017
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 183 15,641 0 25 Dec 2016
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 491 22,158 0 09 Dec 2016
Playing for Data: Ground Truth from Computer Games Stephan R. Richter Vibhav Vineet Stefan Roth V. Koltun VLM 124 2,013 0 07 Aug 2016
Learning by tracking: Siamese CNN for robust target association Laura Leal-Taixé Cristian Canton Ferrer Konrad Schindler 55 427 0 26 Apr 2016
Online Multi-Target Tracking Using Recurrent Neural Networks Anton Milan S. Hamid Rezatofighi A. Dick Ian Reid Konrad Schindler VOT 94 516 0 13 Apr 2016