The High-Resolution Rate-Distortion Function under the Structural Similarity Index

被引：0
|
作者：
Jan Østergaard
Milan S. Derpich
Sumohana S. Channappayya
机构：
[1] Aalborg University,Department of Electronic Systems
[2] Federico Santa María Technical University,Department of Electronic Engineering
[3] PacketVideo Corporation,undefined
来源：
EURASIP Journal on Advances in Signal Processing | / 2011卷
关键词：
Image Processing; Information Technology; Recent Result; Quantum Information; Similarity Index;
D O I：
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中图分类号：
学科分类号：
摘要：
We show that the structural similarity (SSIM) index, which is used in image processing to assess the similarity between an image representation and an original reference image, can be formulated as a locally quadratic distortion measure. We, furthermore, show that recent results of Linder and Zamir on the rate-distortion function (RDF) under locally quadratic distortion measures are applicable to this SSIM distortion measure. We finally derive the high-resolution SSIM-RDF and provide a simple method to numerically compute an approximation of the SSIM-RDF of real images.
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