A fuzzy hypermatrix-based skin color filtering method

A. Várkonyi-Kóczy, B. Tusor, J. T. Tóth

Research output: Conference contribution

5 Citations (Scopus)

Abstract

In this paper, a classification method is proposed. The idea behind the classifier is the pre-calculation of fuzzy membership function values that are stored in fuzzy multidimensional arrays (so-called fuzzy hypermatrices) so their data can be accessed quickly run-time using the parameter values of the input data. This paper focuses on the 3 dimensional 2-class case in order to achieve rapid skin area identification based on pixel color using the images of a camera. A training algorithm is presented and the performance is illustrated by an image processing problem.

Original languageEnglish
Title of host publicationINES 2015 - IEEE 19th International Conference on Intelligent Engineering Systems, Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages173-178
Number of pages6
ISBN (Print)9781467379397
DOIs
Publication statusPublished - nov. 13 2015
EventIEEE 19th International Conference on Intelligent Engineering Systems, INES 2015 - Bratislava, Slovakia
Duration: szept. 3 2015szept. 5 2015

Other

OtherIEEE 19th International Conference on Intelligent Engineering Systems, INES 2015
CountrySlovakia
CityBratislava
Period9/3/159/5/15

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Computer Graphics and Computer-Aided Design
  • Artificial Intelligence
  • Software

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    Várkonyi-Kóczy, A., Tusor, B., & Tóth, J. T. (2015). A fuzzy hypermatrix-based skin color filtering method. In INES 2015 - IEEE 19th International Conference on Intelligent Engineering Systems, Proceedings (pp. 173-178). [7329701] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/INES.2015.7329701