Title :
Using Texture Analysis for Medical Diagnosis
Author_Institution :
Jadavpur Univ., Kolkata, India
Abstract :
An automated system for recognizing human skin disease conditions analyzes skin texture images using texture recognition techniques based on gray-level co-occurrence and wavelet decomposition matrices.
Keywords :
diseases; image texture; matrix algebra; medical image processing; object recognition; skin; wavelet transforms; gray level co-occurrence; human skin disease condition recognition; medical diagnosis; skin texture image; texture analysis; texture recognition; wavelet decomposition matrix; Biomedical imaging; Computer vision; Covariance matrix; Matrix decomposition; Skin diseases; Wavelength division multiplexing; Wavelet analysis; computer vision; gray-level co-occurrence matrix (GLCM); medical image analysis; multimedia; skin disease identification; texture recognition; wavelet decomposition; wavelet decomposition matrix (WDM);
Journal_Title :
MultiMedia, IEEE
DOI :
10.1109/MMUL.2010.88
