Publication result detail

Psoriasis Damage Simulation into Synthetic Fingerprint

KANICH, O.; KOŠŤÁK, D.; DRAHANSKÝ, M.

Original Title

Psoriasis Damage Simulation into Synthetic Fingerprint

English Title

Psoriasis Damage Simulation into Synthetic Fingerprint

Type

Paper in proceedings (conference paper)

Original Abstract

The goal of this article is to describemethod for simulation of damage done by psoriasis. Designed method is based onextracting subjects from real images and then including them into syntheticimages. Images are damaged by six different settings. Each setting representsdifferent level of disease severity. Results were verified by visual comparisonwith real images, consultation with medical doctor, quality measurement methods(NFIQ, VeriFinger, Oravec), and comparison score (VeriFinger). The most severedamage achieved median score of 38% (from the reference).

English abstract

The goal of this article is to describemethod for simulation of damage done by psoriasis. Designed method is based onextracting subjects from real images and then including them into syntheticimages. Images are damaged by six different settings. Each setting representsdifferent level of disease severity. Results were verified by visual comparisonwith real images, consultation with medical doctor, quality measurement methods(NFIQ, VeriFinger, Oravec), and comparison score (VeriFinger). The most severedamage achieved median score of 38% (from the reference).

Keywords

synthetic fingerprint, psoriasis, skin diseases, damage simulation, machine learning

Key words in English

synthetic fingerprint, psoriasis, skin diseases, damage simulation, machine learning

Authors

KANICH, O.; KOŠŤÁK, D.; DRAHANSKÝ, M.

RIV year

2020

Released

19.09.2019

Publisher

GI - Group for computer science

Location

Darmstadt

ISBN

978-3-88579-690-9

Book

Proceedings 18th International Conference of the Biometrics Special Interest Group

Edition

Lecture Notes in Informatics

Pages from

205

Pages to

212

Pages count

8

URL

https://www.fit.vut.cz/research/publication/11258/

BibTex

@inproceedings{BUT159962,
  author="Ondřej {Kanich} and David {Košťák} and Martin {Drahanský}",
  title="Psoriasis Damage Simulation into Synthetic Fingerprint",
  booktitle="Proceedings 18th International Conference of the Biometrics Special Interest Group",
  year="2019",
  series="Lecture Notes in Informatics",
  pages="205--212",
  publisher="GI - Group for computer science",
  address="Darmstadt",
  isbn="978-3-88579-690-9",
  url="https://www.fit.vut.cz/research/publication/11258/"
}

Documents

BIOSIG_2019_paper_23