Title :
Blind image quality metric for blurry and noisy image
Author :
Zianou Ahmed Seghir;Fella Hachouf;Frederic Morain-Nicolier
Author_Institution :
Comput. Dept., Khenchela Univ., Khenchela, Algeria
Abstract :
In this paper, an objective assessment of image quality is considered. Principal human eyes function is to take out the region or edge information from the vision field. Based on this function, a new no-reference image quality measure is proposed. First, we identify the image edges using canny operator. Secondly, we compute the absolute difference mask. Then, the two operators are used to compute the entire metric. Experimental results show the efficiency of the suggested measure.
Keywords :
"Image edge detection","Image quality","PSNR","Distortion measurement","Transform coding","Logistics"
Conference_Titel :
Image Information Processing (ICIIP), 2013 IEEE Second International Conference on
Print_ISBN :
978-1-4673-6099-9
DOI :
10.1109/ICIIP.2013.6707581