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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Detalles Bibliográficos
Autores principales: Li, Haipeng, Mukundan, Ramakrishnan, Boyd, Shelley
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8540831/
https://www.ncbi.nlm.nih.gov/pubmed/34677291
http://dx.doi.org/10.3390/jimaging7100205

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8540831/
https://www.ncbi.nlm.nih.gov/pubmed/34677291
http://dx.doi.org/10.3390/jimaging7100205

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