Deep Learning for Visual Tracking: A Comprehensive Survey

2 December 2019

S. M. Marvasti-Zadeh

Li Cheng

Hossein Ghanei-Yakhdan

S. Kasaei

BDL

ArXiv PDF HTML

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

28 / 28 papers shown

Title
Camouflaged Object Tracking: A Benchmark Xiaoyu Guo Pengzhi Zhong Hao Zhang Ling Huang Huikai Shao Qijun Zhao Shuiwang Li 54 2 0 25 Aug 2024
Deep MDP: A Modular Framework for Multi-Object Tracking Abhineet Singh VOT 20 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 33 1 0 12 Oct 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 Xiao Wang Zhe Chen Bo Jiang Jin Tang B. Luo Dacheng Tao 37 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 27 41 0 04 Apr 2022
High-Performance Transformer Tracking Xin Chen B. Yan Jiawen Zhu Huchuan Lu Xiang Ruan D. Wang ViT 21 33 0 25 Mar 2022
Global Instance Tracking: Locating Target More Like Humans Shiyu Hu Xin Zhao Lianghua Huang Kaiqi Huang 16 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 14 102 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 13 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 31 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 8 2 0 27 Apr 2021
CRACT: Cascaded Regression-Align-Classification for Robust Visual Tracking Heng Fan Haibin Ling 19 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 37 206 0 26 Aug 2020
Autonomous Driving with Deep Learning: A Survey of State-of-Art Technologies Yu Huang Yue Chen 3DPC 41 82 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 88 662 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 48 158 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 62 501 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 Bernard Ghanem 223 788 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 55 152 0 07 Jul 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 311 11,681 0 09 Mar 2017
DeepTrack: Learning Discriminative Feature Representations Online for Robust Visual Tracking Hanxi Li Yi Li Fatih Porikli OOD 37 268 0 28 Feb 2015
MatConvNet - Convolutional Neural Networks for MATLAB Andrea Vedaldi Karel Lenc 183 2,947 0 15 Dec 2014