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1912.00535
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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"
50 / 62 papers shown
ReasoningTrack: Chain-of-Thought Reasoning for Long-term Vision-Language Tracking
Xiao Wang
Liye Jin
Xufeng Lou
Shiao Wang
Lan Chen
Bo Jiang
Zhipeng Zhang
LRM
179
9
0
07 Aug 2025
Towards Low-Latency Event Stream-based Visual Object Tracking: A Slow-Fast Approach
Shiao Wang
Xiao Wang
Liye Jin
Bo Jiang
Lin Zhu
Lan Chen
Yonghong Tian
Bin Luo
398
3
0
19 May 2025
Using Deep Neural Networks to Quantify Parking Dwell Time
International Conference on Machine Learning and Applications (ICMLA), 2024
Marcelo Eduardo Marques Ribas
Heloisa Benedet Mendes
Luiz Eduardo Soares de Oliveira
L. A. Zanlorensi
P. R. L. Almeida
185
2
0
31 Oct 2024
FACT: Feature Adaptive Continual-learning Tracker for Multiple Object Tracking
Rongzihan Song
Zhenyu Weng
Huiping Zhuang
Jinchang Ren
Yongming Chen
Zhiping Lin
VOT
321
0
0
12 Sep 2024
Camouflaged Object Tracking: A Benchmark
Xiaoyu Guo
Pengzhi Zhong
Hao Zhang
Ling Huang
Huikai Shao
Qijun Zhao
Shuiwang Li
641
3
0
25 Aug 2024
Tracking Reflected Objects: A Benchmark
Xiaoyu Guo
Pengzhi Zhong
Lizhi Lin
Hao Zhang
Ling Huang
Shuiwang Li
299
1
0
07 Jul 2024
TF-SASM: Training-free Spatial-aware Sparse Memory for Multi-object Tracking
Thuc Nguyen-Quang
Minh-Triet Tran
VOT
TTA
311
0
0
05 Jul 2024
A Unification Between Deep-Learning Vision, Compartmental Dynamical Thermodynamics, and Robotic Manipulation for a Circular Economy
IEEE Access (IEEE Access), 2024
Federico Zocco
W. Haddad
Andrea Corti
Monica Malvezzi
310
9
0
23 May 2024
Vision-based Discovery of Nonlinear Dynamics for 3D Moving Target
Zi-Rui Zhang
Yang Liu
Hao Sun
325
2
0
27 Apr 2024
VastTrack: Vast Category Visual Object Tracking
Liang Peng
Junyuan Gao
Hengrong Du
Weihong Li
Shaohua Dong
Zhipeng Zhang
Heng Fan
Libo Zhang
VLM
338
33
0
06 Mar 2024
In Defense and Revival of Bayesian Filtering for Thermal Infrared Object Tracking
Peng Gao
Shi-Min Li
Feng Gao
Haiwei Yang
Ruyue Yuan
Hamido Fujita
317
15
0
27 Feb 2024
Beyond Visual Cues: Synchronously Exploring Target-Centric Semantics for Vision-Language Tracking
Jiawei Ge
Xiangmei Chen
Jiuxin Cao
Xueling Zhu
Bo Liu
VLM
447
15
0
28 Nov 2023
AViTMP: A Tracking-Specific Transformer for Single-Branch Visual Tracking
IEEE Transactions on Intelligent Vehicles (TIV), 2023
Ju Huang
Kai Wang
Joost van de Weijer
Jianlin Zhang
Yongmei Huang
436
2
0
30 Oct 2023
Deep MDP: A Modular Framework for Multi-Object Tracking
Abhineet Singh
VOT
214
0
0
22 Oct 2023
Extended target tracking utilizing machine-learning software -- with applications to animal classification
IEEE Signal Processing Letters (IEEE SPL), 2023
Magnus Malmström
Anton Kullberg
Isaac Skog
Daniel Axehill
Fredrik K. Gustafsson
315
3
0
12 Oct 2023
Event Stream-based Visual Object Tracking: A High-Resolution Benchmark Dataset and A Novel Baseline
Computer Vision and Pattern Recognition (CVPR), 2023
Tianlin Li
Shiao Wang
Ju Huang
Lin Zhu
Bowei Jiang
Yonghong Tian
Jin Tang
234
99
0
26 Sep 2023
LiDAR-Based Place Recognition For Autonomous Driving: A Survey
ACM Computing Surveys (ACM Comput. Surv.), 2023
Yongjun Zhang
Pengcheng Shi
Jiayuan Li
404
66
0
18 Jun 2023
Heteroskedastic Geospatial Tracking with Distributed Camera Networks
Conference on Uncertainty in Artificial Intelligence (UAI), 2023
Colin Samplawski
Shiwei Fang
Ziqi Wang
Deepak Ganesan
Mani B. Srivastava
Benjamin M. Marlin
166
7
0
04 Jun 2023
Towards Early Prediction of Human iPSC Reprogramming Success
Machine Learning for Biomedical Imaging (MLBI), 2023
Abhineet Singh
I. Jasra
Omar Mouhammed
N. Dadheech
Nilanjan Ray
J. Shapiro
287
2
0
23 May 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
184
14
0
27 Apr 2023
Transformers in Single Object Tracking: An Experimental Survey
IEEE Access (IEEE Access), 2023
Janani Kugarajeevan
T. Kokul
A. Ramanan
Subha Fernando
394
67
0
23 Feb 2023
Detection-aware multi-object tracking evaluation
Advanced Video and Signal Based Surveillance (AVSS), 2022
Juan C. Sanmiguel
Jorge Muñoz
Fabio Poiesi
VOT
232
0
0
16 Dec 2022
Early Detection of Bark Beetle Attack Using Remote Sensing and Machine Learning: A Review
ACM Computing Surveys (ACM CSUR), 2022
S. M. Marvasti-Zadeh
D. Goodsman
Nilanjan Ray
Nadir Erbilgin
275
41
0
07 Oct 2022
Learning Spatial-Frequency Transformer for Visual Object Tracking
Ju Huang
Tianlin Li
Yuanchao Bai
Zhe Wu
Jianlin Zhang
Yongmei Huang
ViT
489
77
0
18 Aug 2022
Towards Sequence-Level Training for Visual Tracking
European Conference on Computer Vision (ECCV), 2022
Minji Kim
Seungkwang Lee
Jungseul Ok
Bohyung Han
Minsu Cho
263
47
0
11 Aug 2022
AiATrack: Attention in Attention for Transformer Visual Tracking
European Conference on Computer Vision (ECCV), 2022
Shenyuan Gao
Chunluan Zhou
Chao Ma
Xing Wang
Junsong Yuan
ViT
319
370
0
20 Jul 2022
Recent Advances in Embedding Methods for Multi-Object Tracking: A Survey
Gaoang Wang
Xiuming Zhang
Lei Li
VOT
436
24
0
22 May 2022
Beyond Greedy Search: Tracking by Multi-Agent Reinforcement Learning-based Beam Search
IEEE Transactions on Image Processing (IEEE TIP), 2022
Tianlin Li
Zhe Chen
Bo Jiang
Jin Tang
Bin Luo
Dacheng Tao
418
25
0
19 May 2022
Siamese Object Tracking for Unmanned Aerial Vehicle: A Review and Comprehensive Analysis
Artificial Intelligence Review (Artif Intell Rev), 2022
Changhong Fu
Kunhan Lu
Guang-Zheng Zheng
Junjie Ye
Ziang Cao
Bowen Li
Geng Lu
358
77
0
09 May 2022
Learning Localization-aware Target Confidence for Siamese Visual Tracking
IEEE transactions on multimedia (IEEE TMM), 2022
Jiahao Nie
Han Wu
Zhiwei He
Yuxiang Yang
Mingyu Gao
Zhekang Dong
246
41
0
29 Apr 2022
Unsupervised Learning of Accurate Siamese Tracking
Computer Vision and Pattern Recognition (CVPR), 2022
Qiuhong Shen
Leixian Qiao
Jinyang Guo
Peixia Li
Xin Li
Yue Liu
Weitao Feng
Weihao Gan
Wei Wu
Wanli Ouyang
199
61
0
04 Apr 2022
High-Performance Transformer Tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Xin Chen
B. Yan
Jiawen Zhu
Huchuan Lu
Xiang Ruan
D. Wang
ViT
348
66
0
25 Mar 2022
Global Instance Tracking: Locating Target More Like Humans
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Shiyu Hu
Xin Zhao
Lianghua Huang
Kaiqi Huang
182
34
0
26 Feb 2022
V2X-Sim: Multi-Agent Collaborative Perception Dataset and Benchmark for Autonomous Driving
IEEE Robotics and Automation Letters (RA-L), 2022
Yiming Li
Dekun Ma
Ziyan An
Zixun Wang
Yiqi Zhong
Siheng Chen
Chen Feng
352
342
0
17 Feb 2022
Random vector functional link network: recent developments, applications, and future directions
Applied Soft Computing (ASC), 2022
Anil Kumar Malik
Ruobin Gao
M. A. Ganaie
M. Tanveer
Ponnuthurai Nagaratnam Suganthan
239
166
0
13 Feb 2022
Tiny Object Tracking: A Large-scale Dataset and A Baseline
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Yabin Zhu
Chenglong Li
Yaoqi Liu
Tianlin Li
Jin Tang
Bin Luo
Zhixiang Huang
ObjD
211
40
0
11 Feb 2022
Few-Shot Backdoor Attacks on Visual Object Tracking
International Conference on Learning Representations (ICLR), 2022
Yiming Li
Haoxiang Zhong
Jiabo He
Yong Jiang
Shutao Xia
AAML
206
61
0
31 Jan 2022
FEAR: Fast, Efficient, Accurate and Robust Visual Tracker
Vasyl Borsuk
Roman Vei
Orest Kupyn
T. Martyniuk
Igor Krashenyi
Jivrí Matas
240
85
0
15 Dec 2021
Probabilistic Tracking with Deep Factors
F. Jiang
Andrew Marmon
Ildebrando De Courten
M. Rasi
F. Dellaert
248
1
0
02 Dec 2021
Learning Distilled Collaboration Graph for Multi-Agent Perception
Neural Information Processing Systems (NeurIPS), 2021
Yiming Li
Shunli Ren
Pengxiang Wu
Siheng Chen
Chen Feng
Wenjun Zhang
439
382
0
01 Nov 2021
Event Data Association via Robust Model Fitting for Event-based Object Tracking
Haosheng chen
Shuyuan Lin
Y. Yan
293
1
0
25 Oct 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
319
1
0
05 Oct 2021
Dynamic Fusion Network for RGBT Tracking
Jingchao Peng
Haitao Zhao
Zhengwei Hu
238
39
0
16 Sep 2021
Learn to Match: Automatic Matching Network Design for Visual Tracking
Zhipeng Zhang
Yihao Liu
Tianlin Li
Bing Li
Weiming Hu
219
223
0
02 Aug 2021
MFGNet: Dynamic Modality-Aware Filter Generation for RGB-T Tracking
IEEE transactions on multimedia (IEEE Trans. Multimedia), 2021
Tianlin Li
Xiu Shu
Shiliang Zhang
Bo Jiang
Yaowei Wang
Yonghong Tian
Feng Wu
287
73
0
22 Jul 2021
CHASE: Robust Visual Tracking via Cell-Level Differentiable Neural Architecture Search
S. M. Marvasti-Zadeh
Javad Khaghani
Li Cheng
Hossein Ghanei-Yakhdan
S. Kasaei
214
6
0
02 Jul 2021
Tracking by Joint Local and Global Search: A Target-aware Attention based Approach
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Tianlin Li
Jin Tang
Bin Luo
Yaowei Wang
Yonghong Tian
Feng Wu
164
38
0
09 Jun 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
219
28
0
06 May 2021
Stochastic Neural Networks for Automatic Cell Tracking in Microscopy Image Sequences of Bacterial Colonies
bioRxiv (bioRxiv), 2021
Sorena Sarmadi
J. J. Winkle
R. N. Alnahhas
M. Bennett
K. Josić
Andreas Mang
R. Azencott
375
2
0
27 Apr 2021
Towards More Flexible and Accurate Object Tracking with Natural Language: Algorithms and Benchmark
Computer Vision and Pattern Recognition (CVPR), 2021
Tianlin Li
Xiujun Shu
Zhipeng Zhang
Bo Jiang
Yaowei Wang
Yonghong Tian
Feng Wu
277
263
0
31 Mar 2021
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