Title :
Edge-region information with distorted and displaced pixels measure for image quality evaluation
Author :
Seghi, Zianou Ahmed ; Hachouf, Fella
Author_Institution :
Inst. of Sci. & Technol., Acad. Centre of Abbes Laghrour Khenchela, Khenchela, Algeria
Abstract :
Evaluating the adequacy of a quality image for a given application (image processing applications) is a requisite. However, objective quality assessment is far from being a solved problem. In this paper, a measure for image quality assessment (IQA) is introduced after a brief review of previous work. A metric based on the distance between blocks of distorted and original image is proposed to overcome some of the limitations of existing approaches. Distorted pixel, edge information and visual regions of interest are computed. The obtained results illustrate the effectiveness of the suggested method.
Keywords :
edge detection; image representation; IQA; displaced pixels measurement; edge information; edge region information; image processing applications; image quality assessment; image quality evaluation; Delta modulation; PSNR; Pixel; Three dimensional displays; IQA; displaced pixel; distorted pixel;
Conference_Titel :
Information Sciences Signal Processing and their Applications (ISSPA), 2010 10th International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4244-7165-2
DOI :
10.1109/ISSPA.2010.5605504