Identification of MPEG-4 FDP patterns in human faces using data-mining techniques
Date issued
2005
Journal Title
Journal ISSN
Volume Title
Publisher
Václav Skala - UNION Agency
Abstract
In this paper we try to induce rules that describe patterns in human faces. We apply two different data-mining
algorithms, C4.5 and C5.0, in a database of faces parameters in the MPEG4 FDP (Face Definition Parameters)
form. Also we modify the database in two different ways before applying the algorithms: variable discretization
of some fields; and selection of the main clusters with self-organizing maps.
Description
Subject(s)
data mining, samoorganizované mapy
Citation
WSCG '2005: Posters: The 13-th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision 2005 in co-operation with EUROGRAPHICS, University of West Bohemia, Plzen, Czech Republic, p. 9-10.