Label consistent transform learning for pattern classification

Transform learning has been successfully applied to various image processing tasks in recent years. Nevertheless, transform learning learns the representation in an unsupervised fashion. To make transform learning suitable for pattern classification, we introduce a label consistency constraint into...

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Bibliographic Details
Main Authors: He-Feng Yin, Xiao-Jun Wu
Format: Article
Language:English
Published: SAGE Publishing 2019-11-01
Series:Journal of Algorithms & Computational Technology
Online Access:https://doi.org/10.1177/1748302619881395