Generation of skin tone and pigmented region‐modified images using a pigment discrimination model trained with an optical approach
Geunho Jung,
Semin Kim,
Jongha Lee
et al.
Abstract:BackgroundSkin tone and pigmented regions, associated with melanin and hemoglobin, are critical indicators of skin condition. While most prior research focuses on pigment analysis, the capability to simulate diverse pigmentation conditions could greatly broaden the range of applications. However, current methodologies have limitations in terms of numerical control and versatility.MethodsWe introduce a hybrid technique that integrates optical methods with deep learning to produce skin tone and pigmented region‐… Show more
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