Skin pigmentation detection and assessment

• Main Author: Lu, Haisheng
• Other Authors: Alex Chichung KOT
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Electrical and electronic engineering::Electronic systems::Signal processing
• Online Access: https://hdl.handle.net/10356/151845
• Institution: Nanyang Technological University

This thesis presents a region-based pigmentation detection method. The key of this method is to use Independent Component Analysis (ICA) in color space to extract melanin and hemoglobin layers from one single RGB face skin image. Large region pigmentations and small region pigmentations are detected...