White Papers

Identification of MPEG-4 FDP Patterns in Human Faces Using Data-Mining Techniques

Overview This paper tries to induce rules that describe patterns in human faces. The paper applies 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 the paper modifies 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.

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Publisher: Union Press
File Format: PDF
Date Published: Oct 1, 2008
Format: White Papers
Topics: Data Mining - Analysis, Database Management

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