A hybrid variational level set model based on double Gaussian distribution fitting energy for image segmentation and bias correction

Abstract The variational level set model has been widely used in image segmentation. However, its performance is significantly hindered by bias fields and noise within the images. To address these limitations, we introduce a novel hybrid variational level set model based on dual Gaussian distributio...

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Bibliographic Details
Published in:IET Image Processing
Main Authors: Liming Tang, Honglu Zhang, Yaya Xu, Yanjun Ren, Chunyan Li
Format: Article
Language:English
Published: Wiley 2024-12-01
Subjects:
image processing
image segmentation
probability
Online Access:https://doi.org/10.1049/ipr2.13248

Internet

https://doi.org/10.1049/ipr2.13248

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