Rate–Distortion–Perception Trade-Off in Information Theory, Generative Models, and Intelligent Communications

Rate–Distortion–Perception Trade-Off in Information Theory, Generative Models, and Intelligent Communications

Traditional rate–distortion (RD) theory examines the trade-off between the average length of the compressed representation of a source and the additive distortions of its reconstruction. The rate–distortion–perception (RDP) framework, which integrates the perceptual dimension into the RD paradigm, h...

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Bibliographic Details
Main Authors: Xueyan Niu, Bo Bai, Nian Guo, Weixi Zhang, Wei Han
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Entropy
Subjects:
rate–distortion–perception trade-off
perceptual fidelity
lossy compression
AI-empowered communication
Online Access:https://www.mdpi.com/1099-4300/27/4/373
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