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Registration of Multimodality Medical Imaging of Brain using Particle Swarm Optimization

  • Mahua Bhattacharya
  • Arpita Das
Conference paper

Abstract

In present work we have introduced nonlinear affine registration method to incorporate the anatomic body deformation. The present technique has been developed for registration of section of human brain using CT and MR modalities. Present study related to image registration of different modality imaging is based on 2-D/2-D affine registration technique. Automatic registration has been achieved by maximization of a similarity measure and which is the correlation function of two images. The proposed method has been implemented by choosing a realistic, practical transformation and optimization techniques. Since similarity metric is a non-covex function and contains many local optima, choice of search strategy for optimization is important in registration problem. There exist many optimization schemes, most of which are local and require a starting point. Presently, we have implemented multiresolution based particle swarm optimization technique to overcome this problem.

Keywords

Particle Swarm Optimization Image Registration Particle Swarm Optimization Algorithm Affine Transformation Image Pyramid 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Indian Institute of Information Technology, India 2009

Authors and Affiliations

  • Mahua Bhattacharya
    • 1
  • Arpita Das
    • 2
  1. 1.Gwalior MorenaIndian Institute of Information Technology & ManagementGwaliorIndia
  2. 2.Institute of Radio Physics & ElectronicsUniversity of CalcuttaKolkata

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