[HTML][HTML] Object tracking and detection techniques under GANN threats: A systemic review

SM Al Jaberi, A Patel, AN Al-Masri - Applied Soft Computing, 2023 - Elsevier
Current developments in object tracking and detection techniques have directed remarkable
improvements in distinguishing attacks and adversaries. Nevertheless, adversarial attacks …

Visual object tracking by hierarchical attention siamese network

J Shen, X Tang, X Dong, L Shao - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Visual tracking addresses the problem of localizing an arbitrary target in video according to
the annotated bounding box. In this article, we present a novel tracking method by …

Single object tracking research: A survey

R Han, W Feng, Q Guo, Q Hu - arXiv preprint arXiv:2204.11410, 2022 - arxiv.org
Visual object tracking is an important task in computer vision, which has many real-world
applications, eg, video surveillance, visual navigation. Visual object tracking also has many …

Occlusion-aware real-time object tracking

X Dong, J Shen, D Yu, W Wang, J Liu… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
The online learning methods are popular for visual tracking because of their robust
performance for most video sequences. However, the drifting problem caused by noisy …

Learning common and feature-specific patterns: a novel multiple-sparse-representation-based tracker

X Lan, S Zhang, PC Yuen… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
The use of multiple features has been shown to be an effective strategy for visual tracking
because of their complementary contributions to appearance modeling. The key problem is …

Quadruplet network with one-shot learning for fast visual object tracking

X Dong, J Shen, D Wu, K Guo, X Jin… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In the same vein of discriminative one-shot learning, Siamese networks allow recognizing
an object from a single exemplar with the same class label. However, they do not take …

Context-aware three-dimensional mean-shift with occlusion handling for robust object tracking in RGB-D videos

Y Liu, XY Jing, J Nie, H Gao, J Liu… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Depth cameras have recently become popular and many vision problems can be better
solved with depth information. But, how to integrate depth information into a visual tracker to …

Exploring the effects of blur and deblurring to visual object tracking

Q Guo, W Feng, R Gao, Y Liu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The existence of motion blur can inevitably influence the performance of visual object
tracking. However, in contrast to the rapid development of visual trackers, the quantitative …

Aberrance suppressed spatio-temporal correlation filters for visual object tracking

D Elayaperumal, YH Joo - Pattern Recognition, 2021 - Elsevier
The objective of the present study is to design a correlation filter-based tracking method for
robust visual object tracking. In the literature, numerous tracking methods have been …

Object tracking in satellite videos based on a multiframe optical flow tracker

B Du, S Cai, C Wu - IEEE Journal of Selected Topics in Applied …, 2019 - ieeexplore.ieee.org
Object tracking is a hot topic in computer vision. Thanks to the booming of the very high
resolution (VHR) remote sensing techniques, it is now possible to track targets of interests in …