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 Vol. 12; no. 16; p. 8256
Main Authors:	Li, Honggui, Trocan, Maria, Sawan, Mohamad, Galayko, Dimitri
Format:	Journal Article
Language:	English
Published:	Basel MDPI AG 01.08.2022 Multidisciplinary digital publishing institute (MDPI)
Subjects:	adversarial decoders auto-encoders cascade decoders Data compression Deep learning Engineering Sciences general decoders Neural networks residual decoders Sensors serial decoders Video compression
ISSN:	2076-3417, 2076-3417
Online Access:	Get full text
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