Serial Decoders-Based Auto-Encoders for Image Reconstruction

Auto-encoders are composed of coding and decoding units; hence, they hold an inherent potential of being used for high-performance data compression and signal-compressed sensing. The main disadvantages of current auto-encoders comprise the following aspects: the research objective is not to achieve...

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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Honggui Li, Maria Trocan, Mohamad Sawan, Dimitri Galayko
Format:	Article
Language:	English
Published:	MDPI AG 2022-08-01
Subjects:	auto-encoders serial decoders cascade decoders general decoders residual decoders adversarial decoders
Online Access:	https://www.mdpi.com/2076-3417/12/16/8256