Title
Improved cross-correlation for template matching on the Laplacian pyramid
Abstract
Template matching via cross-correlation on Laplacian pyramid image architectures has been traditionally performed in a ''coarse'' to ''fine'' fashion. In the present paper, we show that by computing cross-correlation within each level of the pyramid independently, and considering the sum across (expanded) levels, a significant improvement in Peak to Correlation Energy (PCE) (Kumar and Hassebrook, 1992) is obtained. This result is illustrated with a number of numerical examples.
Year
DOI
Venue
1998
10.1016/S0167-8655(98)00056-7
Pattern Recognition Letters
Keywords
Field
DocType
present paper,template matching,correlation energy,laplacian pyramid image architecture,correlation,numerical example,improved cross-correlation,significant improvement,laplacian pyramid,pyramid architectures,cross correlation
Cross-correlation,Template matching,Computer vision,Pattern recognition,Pyramid (image processing),Correlation,Artificial intelligence,Pyramid,Laplacian pyramid,Mathematics
Journal
Volume
Issue
ISSN
19
8
Pattern Recognition Letters
Citations 
PageRank 
References 
5
0.92
4
Authors
2
Name
Order
Citations
PageRank
Giorgio Bonmassar115933.51
E L Schwartz256378.66