A radial basis function for registration of local features in images
Pages 651 - 663
Abstract
Image registration based on landmarks and radial basis functions (e.g. thin plate splines) results in global changes and deformation spreads over the entire resampled image. This paper presents a radial basis function for registration of local changes. The proposed research was based on study/analysis of profile for different radial basis functions, supporting local changes. The proposed function was designed to overcome the weaknesses, observed in other radial basis functions. The results are analyzed/compared on the basis of different properties and parameters discussed in this paper. Experimental results show that the proposed function improves the registration accuracy.
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Published In
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- IEEE
- PUC: Pontificia Universidad Católica de Chile
- AChiRP: The Chilean Association for Pattern Recognition
- The Chilean Society for Computer Science
- Microsoft Research: Microsoft Research
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Springer-Verlag
Berlin, Heidelberg
Publication History
Published: 17 December 2007
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