Abstract
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.
| Original language | English |
|---|---|
| Title of host publication | Biophotonics - Riga 2017 |
| Editors | Janis Spigulis |
| Publisher | SPIE |
| ISBN (Electronic) | 9781510616769 |
| DOIs | |
| Publication status | Published - 2017 |
| Event | 2nd International Conference on Biophotonics-Riga 2017, BPR 2017 - Riga, Latvia Duration: 27 Aug 2017 → 29 Aug 2017 |
Publication series
| Name | Progress in Biomedical Optics and Imaging - Proceedings of SPIE |
|---|---|
| Volume | 10592 |
| ISSN (Print) | 1605-7422 |
Conference
| Conference | 2nd International Conference on Biophotonics-Riga 2017, BPR 2017 |
|---|---|
| Country/Territory | Latvia |
| City | Riga |
| Period | 27/08/17 → 29/08/17 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 3 Good Health and Well-being
Keywords
- Biophotonics
- Image quality
- Non-contact diagnostics
- Skin cancer
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