Microrelief and Epidermal Geometry
Healthy human skin features an intricate geometric surface microrelief composed of fine triangular and polygonal plateaus separated by delicate furrows (sulci cutis).
When the stratum corneum suffers from dehydration or impaired desquamation, surface microrelief becomes irregular, rough, and light-scattering, perceived visually as dull or uneven texture.
High-Frequency Gradient Analysis
Dr Maher Vision AI v4.0 measures fine-scale (0.2–1 mm) relative contrast in the skin's brightness. The camera's own noise is estimated and subtracted, so darker skin and dim photos are not scored as rougher.
Frequently Asked Questions
How can skin texture be improved?
Topical hydrators (hyaluronic acid, ceramides), gentle chemical exfoliants (AHA/PHA), and clinical procedures such as microneedling or gentle laser resurfacing can significantly refine skin texture.