MR Image Monomodal Registration Using Structure Similarity Index

Image registration in medical imagery is one useful technique with an important role especially for pathology survey and control, medical treatment, or for post-operative control. It is based essentially on the similarity criterion measurement because it defines the objective criterion used to estim...

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Bibliographic Details
Main Authors: Ben Sassi, O., Delleji, T., Taleb-Ahmed, A., Feki, I., Ben Hamida, A.
Format: Conference Proceeding
Language:English
Subjects:
Automatic control
Biomedical imaging
Brain
Image analysis
Image processing
Image registration
Information analysis
Medical diagnostic imaging
Medical treatment
MR Image
Pathology
Registration
Similarity criterion
Structure similarity index
Transformation
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Description
Summary:Image registration in medical imagery is one useful technique with an important role especially for pathology survey and control, medical treatment, or for post-operative control. It is based essentially on the similarity criterion measurement because it defines the objective criterion used to estimate registration quality between the homologous structures of images. This paper describes one application of the SSIM method as a similarity metric in the image registration technique. Usually the SSIM method is used in the images' quality measurement, it consists in the combination of the comparison of luminance, the comparison of contrast, and the comparison of structure between two images. This property allowed us to adapt this approach in MR image monomodal registration and demonstrate its performance.
ISSN:2154-5111
2154-512X
DOI:10.1109/IPTA.2008.4743741