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Label consistent transform learning for pattern classification

Published in SAGE Publishing • Nov 1, 2019
NobleIDNI7P00W43R26S44
Authors:
He-Feng Yin
,
Xiao-Jun Wu

Abstract

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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