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Accurate Scale Adaptive and Real-Time Visual Tracking with Correlation Filters
Jiatian PI Shaohua ZENG Qing ZUO Yan WEI
IEICE TRANSACTIONS on Information and Systems
Publication Date: 2018/11/01
Online ISSN: 1745-1361
Type of Manuscript: LETTER
Category: Image Recognition, Computer Vision
correlation filters, kernel methods, scale estimation, visual tracking,
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Visual tracking has been studied for several decades but continues to draw significant attention because of its critical role in many applications. This letter handles the problem of fixed template size in Kernelized Correlation Filter (KCF) tracker with no significant decrease in the speed. Extensive experiments are performed on the new OTB dataset.