Title :
Exponentiated combination of two scores for image quality assessment
Author :
Isono, Kaoru ; Shimamura, Tetsuya
Author_Institution :
Grad. Sch. of Sci. & Eng., Saitama Univ., Saitama, Japan
Abstract :
Digital images are distorted by processing, transmission, compression etc. We need objective image quality assessment (IQA) to check each processing performance. The objective IQA should be matched to human eyes perceptually. Up to now, a variety of objective IQA measures have been proposed. They are suitable for a specific type of noise images. In this paper we propose a new objective IQA method by combining two scores of objective IQA. This combining is suitable commonly for the JPEG compressed images and the white Gaussian noise images as well as the contrast change images. By experiments, the performance of the proposed method is validated.
Keywords :
AWGN; data compression; image coding; JPEG compressed images; digital images; exponentiated combination; human eyes; image quality assessment; objective IQA method; white Gaussian noise images; Correlation; Databases; Image coding; Image quality; PSNR; Transform coding;
Conference_Titel :
TENCON 2013 - 2013 IEEE Region 10 Conference (31194)
Conference_Location :
Xi´an
Print_ISBN :
978-1-4799-2825-5
DOI :
10.1109/TENCON.2013.6719032