Title :
Estimation of Image Magnification Using Phase Correlation
Author :
Raj, A. N Joseph ; Staunton, R.C.
Author_Institution :
Univ. of Warwick, Warwick
Abstract :
A new method to determine the magnification change between near and far focused images is presented. For a non-central image sub-block, the magnification can be determined by considering the translation of the block. In practice the central sub-block was used to measure the overall translation and non-central sub-blocks provide a map of magnification at different points within an image. The method employs Phase Correlation. Experimental results with simulated and real images show the method works effectively even for defocused images.
Keywords :
correlation methods; image processing; image magnification; noncentral image subblock; phase correlation; Computational intelligence; Correlation; Focusing; Fourier transforms; Frequency; Image processing; Image registration; Layout; Phase detection; Phase estimation;
Conference_Titel :
Conference on Computational Intelligence and Multimedia Applications, 2007. International Conference on
Conference_Location :
Sivakasi, Tamil Nadu
Print_ISBN :
0-7695-3050-8
DOI :
10.1109/ICCIMA.2007.222