Title :
Fast exhaustive robust matching
Author :
Fitch, A.J. ; Kadyrov, A. ; Christmas, W.J. ; Kittler, J.
Author_Institution :
Centre for Vision, Speech & Signal Process., Surrey Univ., Guildford, UK
Abstract :
This work presents a fast exhaustive robust matching technique for aligning translated images. The key idea is to express a robust matching surface function in terms of correlation operations. Speed is obtained from computing correlations in the frequency domain. Different sized images and arbitrary shapes may be matched. The method outputs a matching surface representing the quality of match at each translatory position. Experimental results of a comparison with the standard method of phase correlation are shown.
Keywords :
frequency-domain analysis; image matching; correlation operations; fast exhaustive robust matching; frequency-domain correlations; robust matching surface function; translated image alignment; Computational efficiency; Frequency domain analysis; Image matching; Impedance matching; Kernel; Noise robustness; Pixel; Shape; Signal processing; Speech processing;
Conference_Titel :
Pattern Recognition, 2002. Proceedings. 16th International Conference on
Print_ISBN :
0-7695-1695-X
DOI :
10.1109/ICPR.2002.1048178