| Title: | Identification of MPEG-4 FDP patterns in human faces using data-mining techniques |
| Authors: | Britos, P. Abásolo, M. García-Martínez, R. Perales, F. |
| 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. |
| Issue Date: | 2005 |
| Publisher: | Václav Skala - UNION Agency |
| Document type: | konferenční příspěvek conferenceObject |
| URI: | http://wscg.zcu.cz/WSCG2005/Papers_2005/Poster/!WSCG2005_Poster_Proceedings_Final.pdf http://hdl.handle.net/11025/886 |
| ISBN: | 80-903100-8-7 |
| Keywords: | data mining;samoorganizované mapy |
| Keywords in different language: | data mining;self-organizing maps |
| 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. |
| Rights: | © Václav Skala - UNION Agency |
| Appears in Collections: | WSCG '2005: Posters |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| Britos.pdf | Plný text | 146,22 kB | Adobe PDF | View/Open |
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