Perceptual impact of the loss function on deep-learning image coding performance

Nowadays, deep-learning image coding solutions have shown similar or better compression efficiency than conventional solutions based on hand-crafted transforms and spatial prediction techniques. These deep-learning codecs require a large training set of images and a training methodology to obtain a...

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Bibliographic Details

Published in:	Picture Coding Symposium pp. 37 - 41
Main Authors:	Mohammadi, Shima, Ascenso, Joao
Format:	Conference Proceeding
Language:	English
Published:	IEEE 07.12.2022
Subjects:	Codecs Crowdsourcing Image coding Image quality image quality metrics Learning-based image compression loss function Measurement percepual pptimization Rate-distortion Training
ISSN:	2472-7822
Online Access:	Get full text
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