JOURNAL ARTICLE

A Continuous Medical Image Registration Approach Based on Image Segmentation and Genetic Algorithm

Abstract

Optimization of the similarity measure is an essential theme in medical image registration. In this paper, a novel continuous medical image registration approach (CMIR) is proposed. The CMIR, considering the feedback from users and their preferences on the trade-off between global registration and local registration, extracts the concerned region by user interaction and continuously optimizing the registration result. Experiment results show that CMIR is robust, and more effective compared with the basic optimization algorithm.

Keywords:
Image registration Computer science Artificial intelligence Similarity (geometry) Computer vision Similarity measure Image segmentation Image (mathematics) Segmentation Genetic algorithm Medical imaging Algorithm Machine learning

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Topics

Medical Image Segmentation Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Image Retrieval and Classification Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Advanced Image and Video Retrieval Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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