An end-to-end joint learning scheme of image compression and quality enhancement with improved entropy minimization

Recently, learned image compression methods based on entropy minimization have achieved superior results compared with conventional image codecs such as BPG and JPEG2000. However, they leverage single Gaussian models, which have a limited ability to approximate various irregular distributions of tra...

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Bibliographic Details
Main Authors: Jooyoung Lee, Seunghyun Cho, Munchurl Kim
Format: Article
Language:English
Published: Electronics and Telecommunications Research Institute (ETRI) 2024-12-01
Series:ETRI Journal
Subjects:
Online Access:https://doi.org/10.4218/etrij.2023-0275