Correlation filter tracker based on sparse regularization

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Zhangjian Ji, Weiqiang Wang

Published: 01 Jan 2018, Last Modified: 08 Apr 2025J. Vis. Commun. Image Represent. 2018EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Propose a multi-scale ℓ1 regularized correlation filter tracker (MSL1CFT).•Present a fast solver to our model utilizing the ADMM technique.•Introduce two indicators (PSR and appearance similarity) to adjust the learning rate.