BIQWS: efficient Wakeby modeling of natural scene statistics for blind image quality assessment

In this paper, a universal blind image quality assessment (IQA) algorithm is proposed that works in presence of various distortions. The proposed algorithm is a Blind Image Quality metric based on Wakeby Statistics (BIQWS) which extracts local mean subtraction and contrast normalization (MSCN) coeff...

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Veröffentlicht in:	Multimedia tools and applications 2017-06, Vol.76 (12), p.13859-13880
Hauptverfasser:	Jenadeleh, Mohsen, Moghaddam, Mohsen Ebrahimi
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Coefficients Computer Communication Networks Computer Science Data Structures and Information Theory Distortion Feature extraction Image contrast Image quality Multimedia Information Systems Parameter sensitivity Quality Quality assessment Regression models Special Purpose and Application-Based Systems Statistical analysis Statistical models Subtraction Support vector machines
Online-Zugang:	Volltext
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