A hybrid autoencoder network for unsupervised image clustering

DOI10.3390/A12060122zbMath1461.94005OpenAlexW2951632923WikidataQ127665742 ScholiaQ127665742MaRDI QIDQ2004903

Jih-Jeng Huang, Pei-Yin Chen

Publication date: 7 October 2020

Published in: Algorithms (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3390/a12060122

zbMATH Keywords

image clusteringadversarial autoencoder (AAE)convolutional autoencoder (CAE)stacked autoencoder (SAE)

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Image analysis in multivariate analysis (62H35) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08)

Uses Software

• darch
• SIFT
• ClusterGAN
• InfoGAN

Cites Work

• Reducing the Dimensionality of Data with Neural Networks
• Unnamed Item

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