作者
Dmitrijs Bliznuks, Ilona Kuzmina, Katrina Bolocko, Alexey Lihachev
发表日期
2017/12/7
研讨会论文
Biophotonics—Riga 2017
卷号
10592
页码范围
84-92
出版商
SPIE
简介
The research presents image quality analysis and enhancement proposals in biophotonic area. The sources of image problems are reviewed and analyzed. The problems with most impact in biophotonic area are analyzed in terms of specific biophotonic task – skin cancer diagnostics. The results point out that main problem for skin cancer analysis is the skin illumination problems. Since it is often not possible to prevent illumination problems, the paper proposes image post processing algorithm – low frequency filtering. Practical results show diagnostic results improvement after using proposed filter. Along that, filter do not reduces diagnostic results’ quality for images without illumination defects. Current filtering algorithm requires empirical tuning of filter parameters. Further work needed to test the algorithm in other biophotonic applications and propose automatic filter parameter selection.
引用总数
学术搜索中的文章
D Bliznuks, I Kuzmina, K Bolocko, A Lihachev - Biophotonics—Riga 2017, 2017