The aim of this work is to study image quality of both single and multiply distorted images. We address the case of images corrupted by Gaussian noise or JPEG compressed as single distortion cases and images corrupted by Gaussian noise and then JPEG compressed, as multiply distortion case. Subjective studies were conducted in two parts to obtain human judgments on the single and multiply distorted images. We study how these subjective data correlate with No Reference state-of-the-art quality metrics. We also investigate proper combining of No Reference metrics to achieve better performance. Results are analyzed and compared in terms of correlation coefficients.

Corchs, S., Gasparini, F., Schettini, R. (2014). Noisy images-JPEG compressed: subjective and objective image quality evaluation. In Image Quality and System Performance XI. SPIE [10.1117/12.2039273].

Noisy images-JPEG compressed: subjective and objective image quality evaluation

CORCHS, SILVIA ELENA;GASPARINI, FRANCESCA;SCHETTINI, RAIMONDO
2014

Abstract

The aim of this work is to study image quality of both single and multiply distorted images. We address the case of images corrupted by Gaussian noise or JPEG compressed as single distortion cases and images corrupted by Gaussian noise and then JPEG compressed, as multiply distortion case. Subjective studies were conducted in two parts to obtain human judgments on the single and multiply distorted images. We study how these subjective data correlate with No Reference state-of-the-art quality metrics. We also investigate proper combining of No Reference metrics to achieve better performance. Results are analyzed and compared in terms of correlation coefficients.
slide + paper
Image quality, JPEG, subjective metric, objective metric
English
Electronic Imaging - Image Quality and System Performance XI
2014
Image Quality and System Performance XI
2014
9016
90160V
none
Corchs, S., Gasparini, F., Schettini, R. (2014). Noisy images-JPEG compressed: subjective and objective image quality evaluation. In Image Quality and System Performance XI. SPIE [10.1117/12.2039273].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/50631
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