Details

Title

Efficient face recognition based on weighted matrix distance metrics and 2DPCA algorithm

Journal title

Archives of Control Sciences

Yearbook

2011

Numer

No 2

Publication authors

Divisions of PAS

Nauki Techniczne

Description

Archives of Control Sciences welcomes for consideration papers on topics of significance in broadly understood control science and related areas, including: basic control theory, optimal control, optimization methods, control of complex systems, mathematical modeling of dynamic and control systems, expert and decision support systems and diverse methods of knowledge modelling and representing uncertainty (by stochastic, set-valued, fuzzy or rough set methods, etc.), robotics and flexible manufacturing systems. Related areas that are covered include information technology, parallel and distributed computations, neural networks and mathematical biomedicine, mathematical economics, applied game theory, financial engineering, business informatics and other similar fields.

Aims and Scope: Archives of Control Sciences publishes papers in the broadly understood field of control science and related areas while promoting the closer integration of the Polish, as well as other Central and East European scientific communities with the international world of science.

Publisher

Committee of Automatic Control and Robotics PAS

Date

2011

Identifier

ISSN 1230-2384

References

Belhumeur P. (1997), Eigenfaces vs Fisherfaces: Recognition using class specific linear projection, IEEE Trans. on Pattern Analysis and Machine Intelligence, 19, 7, 711, doi.org/10.1109/34.598228 ; Rouabhia Ch. (2008), Hybrid feature extraction-based approach for partial parts representation and recognition, American Institute of Physics Proceedings (AIP), Intelligent Systems and Automation, 1019, 20. ; Turk M. (1991), Eigenfaces for recognition, J. of Cognitive Neuroscience, 3, 1, 71, doi.org/10.1162/jocn.1991.3.1.71 ; Yang J. (2004), Two dimensional PCA: A new approach to appearance-based face representation and recognition, IEEE Trans. on Pattern Analysis and Machine Intelligence, 26, 1. ; Yang J. (2002), From image vector to matrix: A straightforward image projection technique-IMPCA vs. PCA, Pattern Recognition, 35, 9, 1997, doi.org/10.1016/S0031-3203(02)00040-7 ; Gao Y. (2002), Face recognition using line edge eap, IEEE Trans. on Pattern Analysis and Machine Intelligence, 24, 6. ; Zuo W. (2005), Assembled matrix distance metric for 2DPCA-based face and palmprint recognition, null. ; Visani M. (2005), Face recognition using modular bilinear discriminant analysis, null. ; Daoqiang Z. (2005), (2D)<sup>2</sup>PCA: Two-directional two-dimensional PCA for efficient face representation and recognition, Neurocomputing, 69, 224, doi.org/10.1016/j.neucom.2005.06.004 ; M. Bengherabi, L. Mezai, F. Harizi, M. Cheriet and A. Guessoum: Face recognition based on 2DPCA, DIAPCA and DIA2DPCA in DCT domain. <i>The 5th</i>

DOI

10.2478/v10170-010-0040-5

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