Advertisement

An environment for recognition systems modeling

  • Georgy Kukharev
  • Adam Kuźmiński
Conference paper

Abstract

In this paper we present possibilities of the FaReS-Mod environment, which is assigned for design and examine face recognition systems. The FaReS-Mod allows to: analyse gotten results of a recognition process and select optimum parameters for a model. Described environment considerable accelerates design of a recognition system due to use set of function blocks and intuitive interface. The FaReS-Mod uses the most popular methods of feature space reduction (PCA, LDA) and preliminary processing.

Key words

FaReS-Mod environment recognition system PCA LDA 

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. [1]
    Swets D.L., Weng J. 1996. ‘Using Discriminant Eigenfeatures for Image Retrieval’. IEEE Tram. PAMI, vol. 18, no. 8.Google Scholar
  2. [2]
    Kukharev G., Kuzminski A. 2003. ‘Techniki Biometryczne Część 1 — Metody Rozpoznawania Twarzy’. Politechnika Szczecińska Wydział Informatyki.Google Scholar
  3. [3]
    Kuźmiński A. 2001. ‘Opracowanie systemu do analizy zadań rozpoznawania twarzy’. Politechnika Szczecińska Wydział Informatyki.Google Scholar
  4. [4]
    Tsapatsoulis N., Alexopoulos V., Kollias S. A. 1998. ‘Vector Based Approximation of KLT and Its Application to Face Recognition’. Proceedings of the IX European Signal Processing Conference EUSIPCO-98, Greece, vol.III, pp.1581–1584.Google Scholar

Copyright information

© Springer Science+Business Media, Inc. 2005

Authors and Affiliations

  • Georgy Kukharev
    • 1
  • Adam Kuźmiński
    • 1
  1. 1.Faculty of Computer Science & Information SystemsTechnical University of SzczecinPoland

Personalised recommendations