Comparison of Methods in Human Skin Decomposition

arXiv:2404.00552v1 Announce Type: new
Abstract: Decomposition of skin pigment plays an important role in medical fields. Human skin can be decomposed into two primitive components, hemoglobin and melanin. It is our goal to apply these results for diagnosis of skin cancer. In this paper, various methods for skin pigment decomposition are reviewed comparatively and the performance of each method is evaluated both theoretically and experimentally. In addition, isometric feature mapping (Isomap) is introduced in order to improve the dimensionality reduction …

abstract apply arxiv cancer comparison components cs.cv diagnosis fields human medical paper results role skin cancer type