Simplified Structural Similarity Measure for Image Quality Evaluation (CROSBI ID 588713)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Dumić, Emil ; Bačić, Iva ; Grgić, Sonja
engleski
Simplified Structural Similarity Measure for Image Quality Evaluation
In this paper we present modified Structural similarity index - SSIM (SSIMmod) and simplified SSIM (SSIMsimpl) measures and compare them with 3 objective measures (MSE - Mean Squared Error, original SSIM and VIF - Visual Information Fidelity Criterion). Objective measures are compared using 7 publicly available subjective image quality databases and 3 correlation types (Pearson's, Spearman's and Kendall's correlation). Results show that SSIMmod gives higher correlation than original SSIM, while SSIMsimpl with similar weighted mean correlation as original SSIM achieves faster calculation time.
SSIM; Image quality database; MSE; VIF; Correlation
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
Podaci o prilogu
442-447.
2012.
objavljeno
Podaci o matičnoj publikaciji
Rupp, Markus ; Wistawel, Bernhard
Beč: CSM Production GmbH
978-3-200-02588-2
Podaci o skupu
International Conference on Systems, Signals and Image Processing
predavanje
11.04.2012-13.04.2012
Beč, Austrija