Sparse Learning-Based Correlation Filter for Robust Tracking

Many objective tracking methods are based on the framework of correlation filtering (CF) due to its high efficiency. In this paper, we propose a l2 -norm based sparse response regularization term to restrain unexpected crests in response for CF framework. CF trackers learn online to regress the regi...

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Publié dans:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 30(2021) vom: 25., Seite 878-891
Auteur principal: Zhang, Wenhua (Auteur)
Autres auteurs: Jiao, Licheng, Li, Yuxuan, Liu, Jia
Format: Article en ligne
Langue:English
Publié: 2021
Accès à la collection:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Sujets:Journal Article