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. © Springer-Verlag Berlin Heidelberg 2007.
CITATION STYLE
Masood, A., Siddiqui, A. M., & Saleem, M. (2007). A radial basis function for registration of local features in images. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 4872 LNCS, pp. 651–663). Springer Verlag. https://doi.org/10.1007/978-3-540-77129-6_56
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