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...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Applied sciences Jg. 12; H. 16; S. 8256
Hauptverfasser:	Li, Honggui, Trocan, Maria, Sawan, Mohamad, Galayko, Dimitri
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Basel MDPI AG 01.08.2022 Multidisciplinary digital publishing institute (MDPI)
Schlagworte:	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-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!