Novel Texture Feature Descriptors Based on Multi-Fractal Analysis and LBP for Classifying Breast Density in Mammograms

Novel Texture Feature Descriptors Based on Multi-Fractal Analysis and LBP for Classifying Breast Density in Mammograms

This paper investigates the usefulness of multi-fractal analysis and local binary patterns (LBP) as texture descriptors for classifying mammogram images into different breast density categories. Multi-fractal analysis is also used in the pre-processing step to segment the region of interest (ROI). W...

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Bibliographic Details
Main Authors: Haipeng Li, Ramakrishnan Mukundan, Shelley Boyd
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Journal of Imaging
Subjects:
breast density classification
local binary patterns
multi-fractal analysis
texture feature
mammogram
Online Access:https://www.mdpi.com/2313-433X/7/10/205

Internet

https://www.mdpi.com/2313-433X/7/10/205

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