OmniTracker: Unifying Object Tracking by Tracking-with-Detection

21 March 2023

Zuxuan Wu

Lu Yuan

Papers citing "OmniTracker: Unifying Object Tracking by Tracking-with-Detection"

50 / 63 papers shown

Title
Look Before You Match: Instance Understanding Matters in Video Object Segmentation Junke Wang Dongdong Chen Zuxuan Wu Chong Luo Chuanxin Tang Xiyang Dai Yucheng Zhao Yujia Xie Lu Yuan Yu-Gang Jiang VOS 86 41 0 13 Dec 2022
In Defense of Online Models for Video Instance Segmentation Junfeng Wu Qihao Liu Yi Jiang S. Bai Alan Yuille Xiang Bai 73 110 0 21 Jul 2022
AiATrack: Attention in Attention for Transformer Visual Tracking Shenyuan Gao Chunluan Zhou Chao Ma Xing Wang Junsong Yuan ViT 77 230 0 20 Jul 2022
Towards Grand Unification of Object Tracking B. Yan Yi Jiang Pei Sun D. Wang Zehuan Yuan Ping Luo Huchuan Lu ViT VOT 118 138 0 14 Jul 2022
BoT-SORT: Robust Associations Multi-Pedestrian Tracking Nir Aharon Roy Orfaig B. Bobrovsky VOT 101 464 0 29 Jun 2022
Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking Jinkun Cao Jiangmiao Pang Xinshuo Weng Rawal Khirodkar Kris Kitani VOT 111 489 0 27 Mar 2022
Joint Feature Learning and Relation Modeling for Tracking: A One-Stream Framework Botao Ye Hong Chang Bingpeng Ma Shiguang Shan Xilin Chen ViT 90 472 0 22 Mar 2022
MixFormer: End-to-End Tracking with Iterative Mixed Attention Yutao Cui Jiang Cheng Limin Wang Gangshan Wu VOT 114 473 0 21 Mar 2022
Backbone is All Your Need: A Simplified Architecture for Visual Object Tracking Boyu Chen Peixia Li Lei Bai Leixian Qiao Qiuhong Shen Yue Liu Weihao Gan Wei Wu Wanli Ouyang ViT VOT 70 193 0 10 Mar 2022
StrongSORT: Make DeepSORT Great Again Yunhao Du Zhicheng Zhao Yang Song Yanyun Zhao Fei Su Tao Gong Hongying Meng VOT 79 563 0 28 Feb 2022
A ConvNet for the 2020s Zhuang Liu Hanzi Mao Chaozheng Wu Christoph Feichtenhofer Trevor Darrell Saining Xie ViT 168 5,171 0 10 Jan 2022
Online Multi-Object Tracking with Unsupervised Re-Identification Learning and Occlusion Estimation Qiankun Liu Dongdong Chen Qi Chu Lu Yuan B. Liu Lei Zhang Nenghai Yu VOT 57 86 0 04 Jan 2022
SwinTrack: A Simple and Strong Baseline for Transformer Tracking Liting Lin Heng Fan Zhipeng Zhang Yong-mei Xu Haibin Ling ViT 70 312 0 02 Dec 2021
Hierarchical Memory Matching Network for Video Object Segmentation Hongje Seong Seoung Wug Oh Joon-Young Lee Seongwon Lee Suhyeon Lee Euntai Kim VOS 91 106 0 23 Sep 2021
Conditional DETR for Fast Training Convergence Depu Meng Xiaokang Chen Zejia Fan Gang Zeng Houqiang Li Yuhui Yuan Lei-huan Sun Jingdong Wang ViT 88 619 0 13 Aug 2021
YOLOX: Exceeding YOLO Series in 2021 Zheng Ge Songtao Liu Feng Wang Zeming Li Jian Sun ObjD 136 4,090 0 18 Jul 2021
Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation Lei Ke Xia Li Martin Danelljan Yu-Wing Tai Chi-Keung Tang Feng Yu VOS 57 74 0 22 Jun 2021
MOTR: End-to-End Multiple-Object Tracking with Transformer Fangao Zeng Bin Dong Cheng Chen Tiancai Wang Xinming Zhang Yichen Wei VOT 56 516 0 07 May 2021
Crossover Learning for Fast Online Video Instance Segmentation Shusheng Yang Yuxin Fang Xinggang Wang Yu Li Chen Fang Ying Shan Bin Feng Wenyu Liu 89 105 0 13 Apr 2021
Multiple Object Tracking with Correlation Learning Qiang Wang Yun Zheng Pan Pan Yinghui Xu VOT 76 149 0 08 Apr 2021
Efficient DETR: Improving End-to-End Object Detector with Dense Prior Z. Yao Jiangbo Ai Boxun Li Chi Zhang ViT 101 222 0 03 Apr 2021
An Energy-Efficient Quad-Camera Visual System for Autonomous Machines on FPGA Platform Zishen Wan Yuyang Zhang A. Raychowdhury Bo Yu Haibin Ling Shaoshan Liu 88 17 0 01 Apr 2021
Learning Spatio-Temporal Transformer for Visual Tracking Bin Yan Houwen Peng Jianlong Fu Dong Wang Huchuan Lu ViT 70 724 0 31 Mar 2021
Transformer Tracking Xin Chen Bin Yan Jiawen Zhu Dong Wang Xiaoyun Yang Huchuan Lu ViT 69 957 0 29 Mar 2021
Video Instance Segmentation with a Propose-Reduce Paradigm Huaijia Lin Ruizheng Wu Shu Liu Jiangbo Lu Jiaya Jia VLM 70 98 0 25 Mar 2021
Track to Detect and Segment: An Online Multi-Object Tracker Jialian Wu Jiale Cao Liangchen Song Yu Wang Ming Yang Junsong Yuan VOT 74 319 0 16 Mar 2021
Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion Ho Kei Cheng Yu-Wing Tai Chi-Keung Tang VOS 51 202 0 14 Mar 2021
TrackFormer: Multi-Object Tracking with Transformers Tim Meinhardt A. Kirillov Laura Leal-Taixe Christoph Feichtenhofer VOT 266 769 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 312 581 0 31 Dec 2020
End-to-End Video Instance Segmentation with Transformers Yuqing Wang Zhaoliang Xu Xinlong Wang Chunhua Shen Baoshan Cheng Hao Shen Huaxia Xia ViT 79 691 0 30 Nov 2020
Rethinking the competition between detection and ReID in Multi-Object Tracking Chao Liang Zhipeng Zhang Xue Zhou Bing Li Xiyong Ye Jianxiao Zou VOT 63 283 0 23 Oct 2020
Deformable DETR: Deformable Transformers for End-to-End Object Detection Xizhou Zhu Weijie Su Lewei Lu Bin Li Xiaogang Wang Jifeng Dai ViT 221 5,080 0 08 Oct 2020
SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation Jiale Cao Rao Muhammad Anwer Hisham Cholakkal Fahad Shahbaz Khan Yanwei Pang Ling Shao ISeg 53 171 0 29 Jul 2020
A Survey on Instance Segmentation: State of the art A. M. Hafiz G. M. Bhat SSeg ISeg 78 430 0 28 Jun 2020
Ocean: Object-aware Anchor-free Tracking Zhipeng Zhang Houwen Peng Jianlong Fu Bing Li Weiming Hu 53 648 0 18 Jun 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 412 13,048 0 26 May 2020
Deformable Siamese Attention Networks for Visual Object Tracking Yu Yu Yilei Xiong Weilin Huang Matthew R. Scott 73 308 0 14 Apr 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 97 1,341 0 04 Apr 2020
Probabilistic Regression for Visual Tracking Martin Danelljan Luc Van Gool Radu Timofte BDL 82 520 0 27 Mar 2020
Learning What to Learn for Video Object Segmentation Goutam Bhat Felix Järemo Lawin Martin Danelljan Andreas Robinson Michael Felsberg Luc Van Gool Radu Timofte VOS 76 158 0 25 Mar 2020
Know Your Surroundings: Exploiting Scene Information for Object Tracking Goutam Bhat Martin Danelljan Luc Van Gool Radu Timofte 60 316 0 24 Mar 2020
STEm-Seg: Spatio-temporal Embeddings for Instance Segmentation in Videos A. Athar Sabarinath Mahadevan Aljosa Osep Laura Leal-Taixé Bastian Leibe VOS 88 171 0 18 Mar 2020
Siamese Box Adaptive Network for Visual Tracking Zedu Chen Bineng Zhong Guorong Li Shengping Zhang Rongrong Ji 116 671 0 15 Mar 2020
Conditional Convolutions for Instance Segmentation Zhi Tian Chunhua Shen Hao Chen ISeg 234 607 0 12 Mar 2020
Learning Fast and Robust Target Models for Video Object Segmentation Andreas Robinson Felix Järemo Lawin Martin Danelljan Fahad Shahbaz Khan Michael Felsberg VOS 101 142 0 27 Feb 2020
Learning Multi-Object Tracking and Segmentation from Automatic Annotations Lorenzo Porzi Markus Hofinger Idoia Ruiz J. Serrat Samuel Rota Buló Peter Kontschieder VOT 80 71 0 04 Dec 2019
Siam R-CNN: Visual Tracking by Re-Detection P. Voigtlaender Jonathon Luiten Philip Torr Bastian Leibe 106 514 0 28 Nov 2019
D3S -- A Discriminative Single Shot Segmentation Tracker A. Lukežič Jirí Matas Matej Kristan VOS 68 234 0 20 Nov 2019
RANet: Ranking Attention Network for Fast Video Object Segmentation Ziqin Wang Jun Xu Li Liu Fan Zhu Ling Shao VOS 71 204 0 19 Aug 2019
Video Instance Segmentation Linjie Yang Yuchen Fan N. Xu VOS ISeg 85 508 0 12 May 2019