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Image quality enhancement for skin cancer optical diagnostics

  • Riga Technical University

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › Research › peer-review

5 Citations (Scopus)

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 languageEnglish
Title of host publicationBiophotonics - Riga 2017
EditorsJanis Spigulis
PublisherSPIE
ISBN (Electronic)9781510616769
DOIs
Publication statusPublished - 2017
Event2nd International Conference on Biophotonics-Riga 2017, BPR 2017 - Riga, Latvia
Duration: 27 Aug 2017 → 29 Aug 2017

Publication series

NameProgress in Biomedical Optics and Imaging - Proceedings of SPIE
Volume10592
ISSN (Print)1605-7422

Conference

Conference2nd International Conference on Biophotonics-Riga 2017, BPR 2017
Country/TerritoryLatvia
CityRiga
Period27/08/17 → 29/08/17

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Keywords

  • Biophotonics
  • Image quality
  • Non-contact diagnostics
  • Skin cancer

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