Towards Grand Unification of Object Tracking

14 July 2022

Ping Luo

Huchuan Lu

ViT

VOT

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Papers citing "Towards Grand Unification of Object Tracking"

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Title
SAM2MOT: A Novel Paradigm of Multi-Object Tracking by Segmentation Junjie Jiang Zelin Wang Manqi Zhao Yin Li Dongsheng Jiang 41 0 0 06 Apr 2025
Attention to Trajectory: Trajectory-Aware Open-Vocabulary Tracking Yunhao Li Yifan Jiao Dan Meng Heng Fan L. Zhang 58 0 0 11 Mar 2025
TOPIC: A Parallel Association Paradigm for Multi-Object Tracking under Complex Motions and Diverse Scenes X. Cao Y. Zheng Yao Yao Huapeng Qin Xiaoyu Cao Shihui Guo 61 1 0 03 Jan 2025
Towards Real-Time Open-Vocabulary Video Instance Segmentation Bin Yan Martin Sundermeyer D. Tan Huchuan Lu F. Tombari VLM VOS 92 1 0 05 Dec 2024
NT-VOT211: A Large-Scale Benchmark for Night-time Visual Object Tracking Yu Liu Arif Mahmood Muhammad Haris Khan 21 2 0 27 Oct 2024
DINTR: Tracking via Diffusion-based Interpolation Pha Nguyen Ngan Le J. Cothren Alper Yilmaz Khoa Luu DiffM 38 0 0 14 Oct 2024
CAMOT: Camera Angle-aware Multi-Object Tracking Felix Limanta K. Uto K. Shinoda VOT 32 5 0 26 Sep 2024
POA: Pre-training Once for Models of All Sizes Yingying Zhang Xin Guo Jiangwei Lao Lei Yu Lixiang Ru Jian Wang Guo Ye Huimei He Jingdong Chen Ming Yang 62 1 0 02 Aug 2024
PartGLEE: A Foundation Model for Recognizing and Parsing Any Objects Junyi Li Junfeng Wu Weizhi Zhao Song Bai Xiang Bai 36 1 0 23 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 30 2 0 12 Jul 2024
LaMOT: Language-Guided Multi-Object Tracking Yunhao Li Xiaoqiong Liu Luke Liu Heng Fan Libo Zhang VOT 34 1 0 12 Jun 2024
Matching Anything by Segmenting Anything Siyuan Li Lei Ke Martin Danelljan Luigi Piccinelli Mattia Segu Luc Van Gool Fisher Yu VOS 37 22 0 06 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
Spider: A Unified Framework for Context-dependent Concept Segmentation Xiaoqi Zhao Youwei Pang Wei Ji Baicheng Sheng Jiaming Zuo Lihe Zhang Huchuan Lu 34 6 0 02 May 2024
UniFS: Universal Few-shot Instance Perception with Point Representations Sheng Jin Ruijie Yao Lumin Xu Wentao Liu Chao Qian Ji Wu Ping Luo 48 2 0 30 Apr 2024
360VOTS: Visual Object Tracking and Segmentation in Omnidirectional Videos Yinzhe Xu Huajian Huang Yingshu Chen Sai-Kit Yeung VOS 34 1 0 22 Apr 2024
Dynamic in Static: Hybrid Visual Correspondence for Self-Supervised Video Object Segmentation Gensheng Pei Yazhou Yao Jianbo Jiao Wenguan Wang Liqiang Nie Jinhui Tang VOS 32 1 0 21 Apr 2024
UniAV: Unified Audio-Visual Perception for Multi-Task Video Localization Tiantian Geng Teng Wang Yanfu Zhang Jinming Duan Weili Guan Feng Zheng 21 2 0 04 Apr 2024
OmniVid: A Generative Framework for Universal Video Understanding Junke Wang Dongdong Chen Chong Luo Bo He Lu Yuan Zuxuan Wu Yu-Gang Jiang VLM VGen 69 14 0 26 Mar 2024
OneTracker: Unifying Visual Object Tracking with Foundation Models and Efficient Tuning Lingyi Hong Shilin Yan Renrui Zhang Wanyun Li Xinyu Zhou ... Kaixun Jiang Yiting Chen Jinglun Li Zhaoyu Chen Wenqiang Zhang VLM 32 38 0 14 Mar 2024
Beyond MOT: Semantic Multi-Object Tracking Yunhao Li Hao Wang Xue Ma Jiali Yao Shaohua Dong Heng Fan Libo Zhang VOT 24 3 0 08 Mar 2024
Multi-Object Tracking by Hierarchical Visual Representations Jinkun Cao Jiangmiao Pang Kris M. Kitani OCL 44 0 0 24 Feb 2024
Reading Relevant Feature from Global Representation Memory for Visual Object Tracking Xinyu Zhou Pinxue Guo Lingyi Hong Jinglun Li Wei Zhang Weifeng Ge Wenqiang Zhang 32 8 0 22 Feb 2024
UniRef++: Segment Every Reference Object in Spatial and Temporal Spaces Jiannan Wu Yi-Xin Jiang Bin Yan Huchuan Lu Zehuan Yuan Ping Luo VOS 31 17 0 25 Dec 2023
General Object Foundation Model for Images and Videos at Scale Junfeng Wu Yi-Xin Jiang Qihao Liu Zehuan Yuan Xiang Bai Song Bai VOS VLM 30 39 0 14 Dec 2023
Multi-Scene Generalized Trajectory Global Graph Solver with Composite Nodes for Multiple Object Tracking Yanlei Gao Haojun Xu Nannan Wang Jie Li Xinbo Gao VOT 45 4 0 14 Dec 2023
Lenna: Language Enhanced Reasoning Detection Assistant Fei Wei Xinyu Zhang Ailing Zhang Bo-Wen Zhang Xiangxiang Chu MLLM LRM 27 23 0 05 Dec 2023
VIDiff: Translating Videos via Multi-Modal Instructions with Diffusion Models Zhen Xing Qi Dai Zihao Zhang Hui Zhang Hang-Rui Hu Zuxuan Wu Yu-Gang Jiang VGen 44 17 0 30 Nov 2023
Beyond Visual Cues: Synchronously Exploring Target-Centric Semantics for Vision-Language Tracking Jiawei Ge Xiangmei Chen Jiuxin Cao Xueling Zhu Bo Liu VLM 39 2 0 28 Nov 2023
Putting the Object Back into Video Object Segmentation Ho Kei Cheng Seoung Wug Oh Brian Price Joon-Young Lee Alexander Schwing VOS 25 97 0 19 Oct 2023
Zero-Shot Open-Vocabulary Tracking with Large Pre-Trained Models Wen-Hsuan Chu Adam W. Harley P. Tokmakov Achal Dave Leonidas J. Guibas Katerina Fragkiadaki VLM 26 7 0 10 Oct 2023
BASE: Probably a Better Approach to Multi-Object Tracking M. Larsen Sigmund Rolfsjord Daniel Gusland Jorgen Ahlberg Kim Mathiassen VOT 19 1 0 21 Sep 2023
PromptST: Prompt-Enhanced Spatio-Temporal Multi-Attribute Prediction Zijian Zhang Xiangyu Zhao Qidong Liu Chunxu Zhang Qian Ma Wanyu Wang Hongwei Zhao Yiqi Wang Zitao Liu AI4TS 87 17 0 18 Sep 2023
Video Task Decathlon: Unifying Image and Video Tasks in Autonomous Driving Thomas E. Huang Yifan Liu Luc Van Gool Fisher Yu 19 5 0 08 Sep 2023
Tracking Anything with Decoupled Video Segmentation Ho Kei Cheng Seoung Wug Oh Brian L. Price Alexander Schwing Joon-Young Lee VOS VLM 32 121 0 07 Sep 2023
Towards Efficient Training with Negative Samples in Visual Tracking Qingmao Wei Bi Zeng Guotian Zeng AAML 29 1 0 06 Sep 2023
Efficient Training for Visual Tracking with Deformable Transformer Qingmao Wei Guotian Zeng Bi Zeng ViT 28 4 0 06 Sep 2023
Integrating Boxes and Masks: A Multi-Object Framework for Unified Visual Tracking and Segmentation Yuanyou Xu Zongxin Yang Yi Yang VOS 44 6 0 25 Aug 2023
Collaborative Tracking Learning for Frame-Rate-Insensitive Multi-Object Tracking Yiheng Liu Junta Wu Yi Fu VOT 19 6 0 11 Aug 2023
Robust Object Modeling for Visual Tracking Y. Cai Jie Liu Jie Tang Gangshan Wu 28 57 0 09 Aug 2023
1st Place Solution for CVPR2023 BURST Long Tail and Open World Challenges Kaer Huang VLM 11 1 0 08 Aug 2023
ReIDTrack: Multi-Object Track and Segmentation Without Motion Kaer Huang Bingchuan Sun F. Chen Tao Zhang Jun Xie Jian Li Christopher W Twombly Zhepeng Wang VOT 13 3 0 03 Aug 2023
MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking Ruopeng Gao Limin Wang VOT 32 50 0 28 Jul 2023
ComPtr: Towards Diverse Bi-source Dense Prediction Tasks via A Simple yet General Complementary Transformer Youwei Pang Xiaoqi Zhao Lihe Zhang Huchuan Lu 45 4 0 23 Jul 2023
ConTrack: Contextual Transformer for Device Tracking in X-ray Marc Demoustier Yue Zhang Venkatesh N. Murthy Florin-Cristian Ghesu D. Comaniciu MedIm 13 3 0 14 Jul 2023
UTOPIA: Unconstrained Tracking Objects without Preliminary Examination via Cross-Domain Adaptation Pha Nguyen Kha Gia Quach J. Gauch S. Khan Bhiksha Raj Khoa Luu VOT 29 2 0 16 Jun 2023
Emergent Correspondence from Image Diffusion Luming Tang Menglin Jia Qianqian Wang Cheng Perng Phoo Bharath Hariharan 11 236 0 06 Jun 2023
Z-GMOT: Zero-shot Generic Multiple Object Tracking Kim Hoang Tran Anh Duy Le Dinh Tien-Phat Nguyen Thinh Phan Pha Nguyen Khoa Luu Don Adjeroh Gianfranco Doretto Ngan Hoang Le VOT 30 5 0 28 May 2023
Frame-Event Alignment and Fusion Network for High Frame Rate Tracking Jiqing Zhang Yuanchen Wang Wenxi Liu Meng Li Jinpeng Bai Baocai Yin Xin Yang 35 33 0 25 May 2023
Bridging the Gap Between End-to-end and Non-End-to-end Multi-Object Tracking Feng Yan Weihua Luo Yujie Zhong Yiyang Gan Lin Ma VOT 33 15 0 22 May 2023