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
SCTracker: Multi-object tracking with shape and confidence constraints Huan-hao Mao Yulin Chen Zong-Zhi Li F. Chen Pingping Chen VOT 13 5 0 16 May 2023
ChatVideo: A Tracklet-centric Multimodal and Versatile Video Understanding System Junke Wang Dongdong Chen Chong Luo Xiyang Dai Lu Yuan Zuxuan Wu Yu-Gang Jiang 93 54 0 27 Apr 2023
Unified Sequence-to-Sequence Learning for Single- and Multi-Modal Visual Object Tracking Xin Chen Houwen Peng Jiawen Zhu Dong Wang Han Hu Huchuan Lu 72 22 0 27 Apr 2023
Advances in Deep Concealed Scene Understanding Deng-Ping Fan Ge-Peng Ji Peng-Tao Xu Ming-Ming Cheng Christos Sakaridis Luc Van Gool 25 69 0 21 Apr 2023
SVT: Supertoken Video Transformer for Efficient Video Understanding Chen-Ming Pan Rui Hou Hanchao Yu Qifan Wang Senem Velipasalar Madian Khabsa ViT 21 0 0 01 Apr 2023
GLT-T++: Global-Local Transformer for 3D Siamese Tracking with Ranking Loss Jiahao Nie Zhiwei He Yuxiang Yang Xudong Lv Mingchen Gao Jing Zhang ViT 3DPC 34 7 0 01 Apr 2023
Streaming Video Model Yucheng Zhao Chong Luo Chuanxin Tang Dongdong Chen Noel Codella Zhengjun Zha 30 12 0 30 Mar 2023
Generalized Relation Modeling for Transformer Tracking Shenyuan Gao Chunluan Zhou Jun Zhang ViT 19 100 0 29 Mar 2023
Mask-Free Video Instance Segmentation Lei Ke Martin Danelljan Henghui Ding Yu-Wing Tai Chi-Keung Tang F. I. F. Richard Yu 24 22 0 28 Mar 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 29 20 0 27 Mar 2023
Reliability-Hierarchical Memory Network for Scribble-Supervised Video Object Segmentation Zikun Zhou Kaige Mao Wenjie Pei Hongpeng Wang Yaowei Wang Zhenyu He VOS 23 1 0 25 Mar 2023
OmniTracker: Unifying Object Tracking by Tracking-with-Detection Junke Wang Dongdong Chen Zuxuan Wu Chong Luo Xiyang Dai Lu Yuan Yu-Gang Jiang VOT 20 12 0 21 Mar 2023
InstMove: Instance Motion for Object-centric Video Segmentation Qihao Liu Junfeng Wu Yi-Xin Jiang Xiang Bai Alan Yuille S. Bai OCL VOS 28 6 0 14 Mar 2023
Universal Instance Perception as Object Discovery and Retrieval B. Yan Yi-Xin Jiang Jiannan Wu D. Wang Ping Luo Zehuan Yuan Huchuan Lu VOS VLM LRM 35 161 0 12 Mar 2023
Unified Perception: Efficient Depth-Aware Video Panoptic Segmentation with Minimal Annotation Costs Kurt Stolle Gijs Dubbelman VOS MDE 10 0 0 03 Mar 2023
TarViS: A Unified Approach for Target-based Video Segmentation A. Athar Alexander Hermans Jonathon Luiten Deva Ramanan Bastian Leibe VOS 23 29 0 06 Jan 2023
Beyond SOT: Tracking Multiple Generic Objects at Once Christoph Mayer Martin Danelljan Ming-Hsuan Yang V. Ferrari Luc Van Gool Alina Kuznetsova VOT 8 11 0 22 Dec 2022
Unifying Short and Long-Term Tracking with Graph Hierarchies Orcun Cetintas Guillem Brasó Laura Leal-Taixé VOT 27 53 0 06 Dec 2022
Where is my Wallet? Modeling Object Proposal Sets for Egocentric Visual Query Localization Mengmeng Xu Yanghao Li Cheng-Yang Fu Bernard Ghanem Tao Xiang Juan-Manuel Perez-Rua 25 13 0 18 Nov 2022
MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors Yuang Zhang Tiancai Wang Xiangyu Zhang VOT 20 128 0 17 Nov 2022
NeighborTrack: Improving Single Object Tracking by Bipartite Matching with Neighbor Tracklets Yu-Hsi Chen Chien-Yao Wang Cheng Yang Hung-Shuo Chang Youn-Long Lin Yung-Yu Chuang Hongpeng Liao VOT 27 10 0 12 Nov 2022
Robust Multi-Object Tracking by Marginal Inference Yifu Zhang Chunyu Wang Xinggang Wang Wenjun Zeng Wenyu Liu VOT 26 17 0 07 Aug 2022
In Defense of Online Models for Video Instance Segmentation Junfeng Wu Qihao Liu Yi-Xin Jiang S. Bai Alan Yuille Xiang Bai 19 108 0 21 Jul 2022
Recent Advances in Embedding Methods for Multi-Object Tracking: A Survey Gaoang Wang Mingli Song Jenq-Neng Hwang VOT 51 15 0 22 May 2022
Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking Jinkun Cao Jiangmiao Pang Xinshuo Weng Rawal Khirodkar Kris M. Kitani VOT 32 453 0 27 Mar 2022
Scalable Video Object Segmentation with Identification Mechanism Zongxin Yang Jiaxu Miao Yunchao Wei Wenguan Wang Xiaohan Wang Yi Yang VOS 36 23 0 22 Mar 2022
CATs++: Boosting Cost Aggregation with Convolutions and Transformers Seokju Cho Sunghwan Hong Seung Wook Kim ViT 19 34 0 14 Feb 2022
Omnivore: A Single Model for Many Visual Modalities Rohit Girdhar Mannat Singh Nikhil Ravi L. V. D. van der Maaten Armand Joulin Ishan Misra 217 225 0 20 Jan 2022
SwinTrack: A Simple and Strong Baseline for Transformer Tracking Liting Lin Heng Fan Zhipeng Zhang Yong-mei Xu Haibin Ling ViT 31 301 0 02 Dec 2021
Multi-Object Tracking and Segmentation with a Space-Time Memory Network Mehdi Miah Guillaume-Alexandre Bilodeau Nicolas Saunier VOS VOT 39 3 0 21 Oct 2021
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 99 1,328 0 13 Oct 2021
Hierarchical Memory Matching Network for Video Object Segmentation Hongje Seong Seoung Wug Oh Joon-Young Lee Seongwon Lee Suhyeon Lee Euntai Kim VOS 42 103 0 23 Sep 2021
VisEvent: Reliable Object Tracking via Collaboration of Frame and Event Flows Xiao Wang Jianing Li Lin Zhu Zhipeng Zhang Zhe Chen Xin Li Yaowei Wang Yonghong Tian Feng Wu 11 114 0 11 Aug 2021
Learning Accurate Dense Correspondences and When to Trust Them Prune Truong Martin Danelljan Luc Van Gool Radu Timofte 3DH 3DPC 68 128 0 05 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 243 565 0 31 Dec 2020
STEm-Seg: Spatio-temporal Embeddings for Instance Segmentation in Videos A. Athar Sabarinath Mahadevan Aljosa Osep Laura Leal-Taixé Bastian Leibe VOS 77 170 0 18 Mar 2020
Conditional Convolutions for Instance Segmentation Zhi Tian Chunhua Shen Hao Chen ISeg 173 597 0 12 Mar 2020
Learning Fast and Robust Target Models for Video Object Segmentation Andreas Robinson Felix Järemo Lawin Martin Danelljan F. Khan M. Felsberg VOS 49 140 0 27 Feb 2020
Towards Real-Time Multi-Object Tracking Zhongdao Wang Liang Zheng Yixuan Liu Yali Li Shengjin Wang VOT 247 854 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 216 675 0 30 Apr 2018
TrackingNet: A Large-Scale Dataset and Benchmark for Object Tracking in the Wild Matthias Muller Adel Bibi Silvio Giancola Salman Al-Subaihi Bernard Ghanem 217 788 0 28 Mar 2018
Simple Online and Realtime Tracking with a Deep Association Metric N. Wojke Alex Bewley Dietrich Paulus VOT 225 3,463 0 21 Mar 2017