Structured AutoEncoders for Subspace Clustering

Existing subspace clustering methods typically employ shallow models to estimate underlying subspaces of unlabeled data points and cluster them into corresponding groups. However, due to the limited representative capacity of the employed shallow models, those methods may fail in handling realistic...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - (2018) vom: 18. Juni
1. Verfasser: Peng, Xi (VerfasserIn)
Weitere Verfasser: Feng, Jiashi, Xiao, Shijie, Yau, Wei-Yun, Zhou, Joey Tianyi, Yang, Songfan
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2018
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article