Title :
Registration of local deformations in images
Author :
Siddiqui, Adil Masood ; Saleem, Muhammad
Author_Institution :
Dept. of Electr. Eng., Univ. of Eng. & Technol., Lahore
Abstract :
This paper proposes a radial basis function(RBF) with finite support to register non rigid local deformations present in a image pair. The criteria to evaluate accuracy of local transformation function is also proposed. Results of proposed RBF are analyzed and compared with the existing RBFs, based on the evaluation criteria and similarity measures. Application of proposed approach for locally deformed medical images is also demonstrated.
Keywords :
image registration; radial basis function networks; image registration; nonrigid local deformation; radial basis function; Biomedical equipment; Biomedical imaging; Computational efficiency; Computational modeling; Energy measurement; Image registration; Medical services; Medical simulation; Paper technology; Registers;
Conference_Titel :
Electrical Engineering, 2008. ICEE 2008. Second International Conference on
Conference_Location :
Lahore
Print_ISBN :
978-1-4244-2292-0
Electronic_ISBN :
978-1-4244-2293-7
DOI :
10.1109/ICEE.2008.4553938
