Title :
A fuzzy hypermatrix-based skin color filtering method
Author :
A.R. Várkonyi-Kóczy;B. Tusor;J.T. Tóth
Author_Institution :
Integrated Intelligent Systems Japanese-Hungarian Laboratory, Ó
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.
Keywords :
"Image color analysis","Training","Skin","Training data","Decision trees","Filtering"
Conference_Titel :
Intelligent Engineering Systems (INES), 2015 IEEE 19th International Conference on
DOI :
10.1109/INES.2015.7329701