An improved multi-modal joint segmentation and registration model based on Bhattacharyya distance measure

An improved multi-modal joint segmentation and registration model based on Bhattacharyya distance measure

Joint image segmentation and registration of multi-modality images is a crucial step in the field of image prepossessing. The sensitivity of joint segmentation and registration models to noise is a significant challenge. During the registration process of multi-modal images, the similarity measure p...

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Bibliographic Details
Main Authors: Nasra Begum, Noor Badshah, Lavdie Rada, Adela Ademaj, Muniba Ashfaq, Hadia Atta
Format: Article
Language:English
Published: Elsevier 2022-12-01
Series:Alexandria Engineering Journal
Subjects:
Image registration
Image segmentation
Linear curvature (LC)
Bhattacharyya (BC) distance
Mutual information (MI)
Dice similarity coefficient (DSC)
Online Access:http://www.sciencedirect.com/science/article/pii/S1110016822003921

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http://www.sciencedirect.com/science/article/pii/S1110016822003921

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