@inproceedings{aab5bd23f823428dbc33aeda15f016f3,
title = "Calibrating MS-SSIM for compression distortions using MLDS",
abstract = "In this paper, we describe a recently developed method for assessing perceived image quality, Maximum Likelihood Difference Scaling (MLDS), and use it to assess the performance of MS-SSIM on compression distored images. MLDS allows us to quantify supra-threshold perceptual differences between pairs of images and to examine how perceived image quality, estimated through MLDS, changes as the compression rate is increased. We show how the data collected by MLDS allows us to recalibrate MS-SSIM to improve its performance.",
keywords = "Difference scaling, Genetic algorithm, MS-SSIM",
author = "C. Charrier and K. Knoblauch and Maloney, {L. T.} and Bovik, {A. C.}",
year = "2011",
doi = "10.1109/ICIP.2011.6116381",
language = "English (US)",
isbn = "9781457713033",
series = "Proceedings - International Conference on Image Processing, ICIP",
pages = "3317--3320",
booktitle = "ICIP 2011",
note = "2011 18th IEEE International Conference on Image Processing, ICIP 2011 ; Conference date: 11-09-2011 Through 14-09-2011",
}