Color and shape analysis for image-based detection and characterization of skin lesion
journal contribution
posted on 2024-11-02, 00:19authored byMarianne Ang, Vladimir Mariano, Tita Lina Villanueva
Digital image analysis is a widely used tool in detecting and characterizing objects under certain classes or categories in the form of digital images. This paper presents a description of a system for detecting and characterizing lesion features such as color and shape of skin lesions; and a discussion of the results of using it to help dermatologist in describing skin images, that will contribute for the accuracy in diagnosis of the skin diseases. An 80% lesion detection, 80% shape analysis and 70% color analysis were concluded after system evaluation.
History
Journal
Philippine Information Technology Journal
Volume
8
Issue
1
Start page
3
End page
7
Total pages
5
Publisher
Computing Society of the Philippines and Philippine Society of Information Technology Educators