Variable Rate Deep Image Compression with Modulated Autoencoder

Variable rate is a requirement for flexible and adaptable image and video compression. However, deep image compression methods are optimized for a single fixed rate-distortion tradeoff. While this can be addressed by training multiple models for different tradeoffs, the memory requirements increase...

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Bibliographic Details

Published in:	arXiv.org
Main Authors:	Yang, Fei, Herranz, Luis, van de Weijer, Joost, Iglesias Guitián, José A, López, Antonio, Mozerov, Mikhail
Format:	Paper
Language:	English
Published:	Ithaca Cornell University Library, arXiv.org 21.07.2020
Subjects:	Distortion Image compression Modulation Optimization Representations Tradeoffs Training Video compression
ISSN:	2331-8422
Online Access:	Get full text
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