OCTrack: Benchmarking the Open-Corpus Multi-Object Tracking

19 July 2024

Papers citing "OCTrack: Benchmarking the Open-Corpus Multi-Object Tracking"

39 / 39 papers shown

Title
Pedestrian Tracking with Monocular Camera using Unconstrained 3D Motion Model Jan Krejcí O. Kost O. Straka J. Duník 94 2 0 18 Mar 2024
Generative Region-Language Pretraining for Open-Ended Object Detection Chuang Lin Yi Jiang Zhuang Li Zehuan Yuan Jianfei Cai ObjD VLM 70 20 0 15 Mar 2024
Kosmos-2: Grounding Multimodal Large Language Models to the World Zhiliang Peng Wenhui Wang Li Dong Y. Hao Shaohan Huang Shuming Ma Furu Wei MLLM ObjD VLM 119 764 0 26 Jun 2023
Scaling Open-Vocabulary Object Detection Matthias Minderer A. Gritsenko N. Houlsby VLM ObjD 98 201 0 16 Jun 2023
Multi-Modal Classifiers for Open-Vocabulary Object Detection Prannay Kaul Weidi Xie Andrew Zisserman ObjD VLM MLLM 71 47 0 08 Jun 2023
SportsMOT: A Large Multi-Object Tracking Dataset in Multiple Sports Scenes Yutao Cui Chenkai Zeng Xiaoyu Zhao Yichun Yang Gangshan Wu Limin Wang 58 91 0 11 Apr 2023
Towards Open-Vocabulary Video Instance Segmentation Haochen Wang Cilin Yan Shuailong Wang Xiaolong Jiang XU Tang Yao Hu Weidi Xie E. Gavves VOS VLM 74 34 0 04 Apr 2023
Scaling Instruction-Finetuned Language Models Hyung Won Chung Le Hou Shayne Longpre Barret Zoph Yi Tay ... Jacob Devlin Adam Roberts Denny Zhou Quoc V. Le Jason W. Wei ReLM LRM 231 3,158 0 20 Oct 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 95 60 0 25 Sep 2022
CAMO-MOT: Combined Appearance-Motion Optimization for 3D Multi-Object Tracking with Camera-LiDAR Fusion Li-e Wang Wei Wei Wenyuan Qin Xiaoyu Li Lei Yang Zhiwei Li Lei Zhu Hong Wang Jun Li Hua Liu 3DPC VOT 57 72 0 06 Sep 2022
Tracking Every Thing in the Wild Siyuan Li Martin Danelljan Henghui Ding Thomas E. Huang Feng Yu 85 43 0 26 Jul 2022
MeMOT: Multi-Object Tracking with Memory Jiarui Cai Mingze Xu Wei Li Yuanjun Xiong Wei Xia Zhuowen Tu Stefano Soatto VOT 94 157 0 31 Mar 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
Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking Jinkun Cao Jiangmiao Pang Xinshuo Weng Rawal Khirodkar Kris Kitani VOT 120 494 0 27 Mar 2022
Global Tracking Transformers Xingyi Zhou Tianwei Yin V. Koltun Philipp Krahenbuhl VOT 95 138 0 24 Mar 2022
StrongSORT: Make DeepSORT Great Again Yunhao Du Zhicheng Zhao Yang Song Yanyun Zhao Fei Su Tao Gong Hongying Meng VOT 88 573 0 28 Feb 2022
DanceTrack: Multi-Object Tracking in Uniform Appearance and Diverse Motion Pei Sun Jinkun Cao Yi Jiang Zehuan Yuan S. Bai Kris Kitani Ping Luo VOT 90 248 0 29 Nov 2021
MOTR: End-to-End Multiple-Object Tracking with Transformer Fangao Zeng Bin Dong Cheng Chen Tiancai Wang Xinming Zhang Yichen Wei VOT 75 518 0 07 May 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 999 29,871 0 26 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
TrackFormer: Multi-Object Tracking with Transformers Tim Meinhardt A. Kirillov Laura Leal-Taixe Christoph Feichtenhofer VOT 279 774 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
Probabilistic Tracklet Scoring and Inpainting for Multiple Object Tracking F. Saleh S. Aliakbarian Hamid Rezatofighi Mathieu Salzmann Stephen Gould VOT 70 74 0 03 Dec 2020
GMOT-40: A Benchmark for Generic Multiple Object Tracking Hexin Bai Wensheng Cheng Peng Chu Juehuan Liu Kai Zhang Haibin Ling VOT 75 44 0 24 Nov 2020
Deformable DETR: Deformable Transformers for End-to-End Object Detection Xizhou Zhu Weijie Su Lewei Lu Bin Li Xiaogang Wang Jifeng Dai ViT 253 5,102 0 08 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 168 373 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
Tracking Objects as Points Xingyi Zhou V. Koltun Philipp Krahenbuhl VOT 3DPC 83 1,068 0 02 Apr 2020
LVIS: A Dataset for Large Vocabulary Instance Segmentation Agrim Gupta Piotr Dollár Ross B. Girshick ISeg VLM 105 1,379 0 08 Aug 2019
Tracking without bells and whistles Philipp Bergmann Tim Meinhardt Laura Leal-Taixe VOT 123 912 0 13 Mar 2019
Towards Segmenting Anything That Moves Achal Dave P. Tokmakov Deva Ramanan 86 87 0 11 Feb 2019
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
The Unmanned Aerial Vehicle Benchmark: Object Detection and Tracking Dawei Du Yuankai Qi Hongyang Yu Yi-Fan Yang Kaiwen Duan Guorong Li Wentao Zhang Qingming Huang Q. Tian 91 671 0 26 Mar 2018
Beyond Pixels: Leveraging Geometry and Shape Cues for Online Multi-Object Tracking Sarthak Sharma J. Ansari Krishna Murthy Jatavallabhula K. M. Krishna VOT 62 169 0 26 Feb 2018
Simple Online and Realtime Tracking with a Deep Association Metric N. Wojke Alex Bewley Dietrich Paulus VOT 400 3,546 0 21 Mar 2017
Learning by tracking: Siamese CNN for robust target association Laura Leal-Taixé Cristian Canton Ferrer Konrad Schindler 53 427 0 26 Apr 2016
Online Multi-Target Tracking Using Recurrent Neural Networks Anton Milan S. Hamid Rezatofighi A. Dick Ian Reid Konrad Schindler VOT 88 516 0 13 Apr 2016
MOTChallenge 2015: Towards a Benchmark for Multi-Target Tracking Laura Leal-Taixé Anton Milan Ian Reid Stefan Roth Konrad Schindler VOT 79 817 0 08 Apr 2015