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Correlation Filter Based Visual Object Tracking
2021Different from the traditional Bayesian-based tracking methods, correlation filter based trackers treat visual object tracking as a foreground and background classification problem, which belongs to the discriminative tracking methods. The Correlation filter is used to measure the relevance between the template of the object and search region, and ...
Weiwei Xing +6 more
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Visual Saliency Based Object Tracking
2010This paper presents a novel method of on-line object tracking with the static and motion saliency features extracted from the video frames locally, regionally and globally. When detecting the salient object, the saliency features are effectively combined in Conditional Random Field (CRF).
Geng Zhang +4 more
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Parallel tracker for visual object tracking
2018 Chinese Control And Decision Conference (CCDC), 2018In this paper, we present a novel tracker for real-time single object tracking by combining Kernelized Correlation Filter (KCF) and Distractor Aware Tracker (DAT). KCF is capable of distinguishing object from background efficiently while DAT is robust for object's appearance and similar distracting reigons.
Xiangluan Liang, Ru Lai, Luzheng Bi
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Saliency auxiliary objects for visual tracking
Journal of Electronic Imaging, 2019The background contains potential favorable information for visual tracking. The recent correlation filter-based tracking methods achieve great success by densely sampling at the target and its surrounding background. To further improve the tracking ability against deformation (DEF) and occlusion (OCC), we propose to utilize auxiliary objects.
Xiangdong Zhou, Enhai Liu
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Real-Time Visual Tracking of 3D-Objects
2004The use of visual sensors may have high impact in applications where it ist required to measure the pose (position and orientation) and the visual features of object moving in unstructured environments. In robotics, the measurement provided by video cameras can be directly used to perform closed-loop control of the robot end-effector pose.
F. CACCAVALE +3 more
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Single Target Visual Object Tracking
2023 Advanced Computing and Communication Technologies for High Performance Applications (ACCTHPA), 2023Shiv Kumar, Sandeep Kumar Singh
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Visual object tracking: A survey
Computer Vision and Image Understanding, 2022Fei Chen +4 more
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Uav Based Visual Object Tracking
SSRN Electronic Journal, 2022Vaibhav Dalmia, Manoj Phirke, Renith G
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Defect activity in metal halide perovskites with wide and narrow bandgap
Nature Reviews Materials, 2021Yang Zhou +2 more
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