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Rate-Distortion-Perception Tradeoff Based on the...
Journal article

Rate-Distortion-Perception Tradeoff Based on the Conditional-Distribution Perception Measure

Abstract

This paper studies the rate-distortion-perception (RDP) tradeoff for a memoryless source model in the asymptotic limit of large block-lengths. The perception measure is based on a divergence between the distributions of the source and reconstruction sequences conditioned on the encoder output, first proposed by Mentzer et al. We consider the case when there is no shared randomness between the encoder and the decoder and derive a single-letter …

Authors

Salehkalaibar S; Chen J; Khisti A; Yu W

Journal

IEEE Transactions on Information Theory, Vol. 70, No. 12, pp. 8432–8454

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Publication Date

December 1, 2024

DOI

10.1109/tit.2024.3467282

ISSN

0018-9448