Discriminative distribution alignment: A unified framework for heterogeneous domain adaptation

•We design a discriminative embedding constraint for the heterogeneous domain adaptation problem, which enhances the discriminative power of the common subspace.•To the best of our knowledge, we are the first to integrate the classifier adaptation, distribution alignment, and discriminative embeddin...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Pattern recognition Jg. 101; S. 107165
Hauptverfasser:	Yao, Yuan, Zhang, Yu, Li, Xutao, Ye, Yunming
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.05.2020
Schlagworte:	Classifier adaptation Discriminative embedding Distribution alignment Heterogeneous domain adaptation Subspace learning Classifier adaptation Discriminative embedding Heterogeneous domain adaptation Subspace learning Distribution alignment
ISSN:	0031-3203, 1873-5142
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!