Deep Learning for Visual Tracking: A Comprehensive Survey

2 December 2019

S. M. Marvasti-Zadeh

Li Cheng

Hossein Ghanei-Yakhdan

S. Kasaei

BDL

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Papers citing "Deep Learning for Visual Tracking: A Comprehensive Survey"

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Title
Camouflaged Object Tracking: A Benchmark Xiaoyu Guo Pengzhi Zhong Hao Zhang Ling Huang Huikai Shao Qijun Zhao Shuiwang Li 57 2 0 25 Aug 2024
In Defense and Revival of Bayesian Filtering for Thermal Infrared Object Tracking Peng Gao Shi-Min Li Feng Gao Fei-Yue Wang Ruyue Yuan Hamido Fujita 42 8 0 27 Feb 2024
Deep MDP: A Modular Framework for Multi-Object Tracking Abhineet Singh VOT 28 0 0 22 Oct 2023
Extended target tracking utilizing machine-learning software -- with applications to animal classification Magnus Malmström Anton Kullberg Isaac Skog Daniel Axehill Fredrik K. Gustafsson 38 1 0 12 Oct 2023
Nordic Vehicle Dataset (NVD): Performance of vehicle detectors using newly captured NVD from UAV in different snowy weather conditions Hamam Mokayed Amirhossein Nayebiastaneh Kanjar De Stergios Sozos Olle Hagner Björn Backe 24 9 0 27 Apr 2023
Towards Sequence-Level Training for Visual Tracking Minji Kim Seungkwang Lee Jungseul Ok Bohyung Han Minsu Cho 21 31 0 11 Aug 2022
Beyond Greedy Search: Tracking by Multi-Agent Reinforcement Learning-based Beam Search Tianlin Li Zhe Chen Bo Jiang Jin Tang B. Luo Dacheng Tao 42 18 0 19 May 2022
Siamese Object Tracking for Unmanned Aerial Vehicle: A Review and Comprehensive Analysis Changhong Fu Kunhan Lu Guang-Zheng Zheng Junjie Ye Ziang Cao Bowen Li Geng Lu 19 55 0 09 May 2022
Unsupervised Learning of Accurate Siamese Tracking Qiuhong Shen Leixian Qiao Jinyang Guo Peixia Li Xin Li Bo-wen Li Weitao Feng Weihao Gan Wei Wu Wanli Ouyang 29 41 0 04 Apr 2022
High-Performance Transformer Tracking Xin Chen B. Yan Jiawen Zhu Huchuan Lu Xiang Ruan D. Wang ViT 23 33 0 25 Mar 2022
Global Instance Tracking: Locating Target More Like Humans Shiyu Hu Xin Zhao Lianghua Huang Kaiqi Huang 24 22 0 26 Feb 2022
Random vector functional link network: recent developments, applications, and future directions Anil Kumar Malik Ruobin Gao M. A. Ganaie M. Tanveer Ponnuthurai Nagaratnam Suganthan 19 104 0 13 Feb 2022
Few-Shot Backdoor Attacks on Visual Object Tracking Yiming Li Haoxiang Zhong Xingjun Ma Yong Jiang Shutao Xia AAML 38 53 0 31 Jan 2022
Learning Distilled Collaboration Graph for Multi-Agent Perception Yiming Li Shunli Ren Pengxiang Wu Siheng Chen Chen Feng Wenjun Zhang 27 237 0 01 Nov 2021
FacialFilmroll: High-resolution multi-shot video editing B. Damodaran Emmanuel Jolly Gilles Puy P. Gosselin Cédric Thébault Junghyun Ahn Tim Christensen P. Ghezzo Pierre Hellier CVBM 21 1 0 05 Oct 2021
Dynamic Fusion Network for RGBT Tracking Jingchao Peng Haitao Zhao Zhengwei Hu 37 27 0 16 Sep 2021
A Simple and Strong Baseline for Universal Targeted Attacks on Siamese Visual Tracking Zhenbang Li Yaya Shi Jin Gao Shaoru Wang Bing Li Pengpeng Liang Weiming Hu AAML 39 26 0 06 May 2021
Stochastic Neural Networks for Automatic Cell Tracking in Microscopy Image Sequences of Bacterial Colonies Sorena Sarmadi J. J. Winkle R. N. Alnahhas M. Bennett K. Josić Andreas Mang R. Azencott 23 2 0 27 Apr 2021
Towards More Flexible and Accurate Object Tracking with Natural Language: Algorithms and Benchmark Tianlin Li Xiujun Shu Zhipeng Zhang Bo Jiang Yaowei Wang Yonghong Tian Feng Wu 19 151 0 31 Mar 2021
CRACT: Cascaded Regression-Align-Classification for Robust Visual Tracking Heng Fan Haibin Ling 24 10 0 25 Nov 2020
Siamese Network for RGB-D Salient Object Detection and Beyond Keren Fu Deng-Ping Fan Ge-Peng Ji Qijun Zhao Jianbing Shen Ce Zhu 50 206 0 26 Aug 2020
Autonomous Driving with Deep Learning: A Survey of State-of-Art Technologies Yu Huang Yue Chen 3DPC 49 83 0 10 Jun 2020
Learning Object Permanence from Video Aviv Shamsian Ofri Kleinfeld Amir Globerson Gal Chechik SSL 34 31 0 23 Mar 2020
Siamese Box Adaptive Network for Visual Tracking Zedu Chen Bineng Zhong Guorong Li Shengping Zhang Rongrong Ji 103 662 0 15 Mar 2020
'Skimming-Perusal' Tracking: A Framework for Real-Time and Robust Long-term Tracking B. Yan Haojie Zhao Dong Wang Huchuan Lu Xiaoyun Yang 53 158 0 04 Sep 2019
VITAL: VIsual Tracking via Adversarial Learning Yibing Song Chao Ma Xiaohe Wu Lijun Gong Linchao Bao W. Zuo Chunhua Shen Rynson W. H. Lau Ming-Hsuan Yang GAN AAML 65 501 0 12 Apr 2018
TrackingNet: A Large-Scale Dataset and Benchmark for Object Tracking in the Wild Matthias Muller Adel Bibi Silvio Giancola Salman Al-Subaihi Guohao Li 223 789 0 28 Mar 2018
Adaptive Correlation Filters with Long-Term and Short-Term Memory for Object Tracking Chao Ma Jia-Bin Huang Xiaokang Yang Ming-Hsuan Yang 63 152 0 07 Jul 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 338 11,684 0 09 Mar 2017
DeepTrack: Learning Discriminative Feature Representations Online for Robust Visual Tracking Hanxi Li Yi Li Fatih Porikli OOD 42 268 0 28 Feb 2015
MatConvNet - Convolutional Neural Networks for MATLAB Andrea Vedaldi Karel Lenc 183 2,946 0 15 Dec 2014