Rm. Rangayyan et Sg. Elkadiki, ALGORITHM FOR THE COMPUTATION OF REGION-BASED IMAGE EDGE PROFILE ACUTANCE, Journal of electronic imaging, 4(1), 1995, pp. 62-70
We propose an algorithm for the computation of a region-based measure
of image edge profile (IEP) acutance based on gray-level variations ac
ross the boundary of an object A procedure to calculate the acutance b
ased on region growing and a root-mean-squared gradient measure across
region boundaries has been designed and implemented. After testing th
e algorithm on various images, it is shown that this measure of acutan
ce can accurately reflect changes in the appearance of objects due to
blurring and sharpening operations. Using this technique, it should be
possible to quantify the level of enhancement in a digital image by c
alculating the acutance before and after the enhancement operation. Th
e measure should also be useful in comparing specific features or regi
ons of interest in images produced by different imaging systems.