Image Segmentation Using an Active Contour Model Based on the Difference Between Local Intensity Averages and Actual Image Intensities

Image Segmentation Using an Active Contour Model Based on the Difference Between Local Intensity Averages and Actual Image Intensities

The local intensity fitting active contour models can handle inhomogeneous images, but they suffer from the shortcomings of poor performance in segmenting images with severe intensity inhomogeneity and being sensitive to initializations. To overcome these problems, we put forward a robust active con...

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Bibliographic Details
Main Authors: Xiaoying Shan, Xiaoliang Gong, Yingchun Ren, Asoke K. Nandi
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Image segmentation
active contour model
adjustment coefficient functions
intensity inhomogeneity
Online Access:https://ieeexplore.ieee.org/document/9007358/

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