Harmonization Shared Autoencoder Gaussian Process Latent Variable Model With Relaxed Hamming Distance

Multiview learning has shown its superiority in visual classification compared with the single-view-based methods. Especially, due to the powerful representation capacity, the Gaussian process latent variable model (GPLVM)-based multiview approaches have achieved outstanding performances. However, m...

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Bibliographic Details

Published in:	IEEE transaction on neural networks and learning systems Vol. 32; no. 11; pp. 5093 - 5107
Main Authors:	Li, Jinxing, Zhang, Bob, Lu, Guangming, Xu, Yong, Wu, Feng, Zhang, David
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 01.11.2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Centroids Classifiers Coders Constraint modelling Correlation Gaussian process Gaussian process (GP) Gaussian processes Hamming distance harmonization Image classification latent variable multiview Performance degradation Similarity
ISSN:	2162-237X, 2162-2388, 2162-2388
Online Access:	Get full text
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