Biometrical identification on the ground of the eye movement, executed by means of the artificial neural network

• Autorzy: Brzeski R. , Ober J.
• Języki publikacji: EN

Abstrakty

EN

In this article was written attempt to use the eye movement to biometrics identification. There are few words about theory of biometrics identification. After that there is described the way of recording of data. It is made by system ‚Ober2’. To process collected data the algorithms of artificial neural network are used. For this need, dedicated application was written. Functionality of the application, in article was described, as well as the examples - results of working of the artificial neural networks, for chosen criterions of researches. The plans for future researches were placed at the end of the article.

Słowa kluczowe

EN

artificial neural network; ANN; biometrics identification; visual stimulation; Ober2; teaching vectors; recognition; layer; neurone; eye movement

PL

sztuczne sieci neuronowe; identyfikacja biometrii; stymulacja wzrokowa; system pomiarowy Ober2; rozpoznanie; warstwa; komórka nerwowa; ruch gałki ocznej

• Wydawca: University of Silesia, Institute of Informatics, Computer Systems Department
• Czasopismo: Journal of Medical Informatics & Technologies
• Rocznik: 2004
• Tom: Vol. 7
• Strony: KB47--54
• Opis fizyczny: Bibliogr. 4 poz., rys., tab.

Twórcy

autor

Brzeski R.

• Institute of Informatics, Silesian University of Technology, Akademicka 16, 44-101 Gliwice

autor

Ober J.

• Institute of Informatics, Silesian University of Technology, Akademicka 16, 44-101 Gliwice

Bibliografia

• [1] DUCH W., KORBICZ J., RUTKOWSKI L., TADEUSIEWICZ R., Biocybernetyka i inżynieria biomedyczna 2000, Tom 6 Sieci neuronowe, Exit Warszawa 2000 .
• [2] OSOWSKI S., Sieci neuronowe w ujęciu algorytmicznym, WNT, Warszawa 1996
• [3] OBER J., HAJDA J., LOSKA J., JAMICKI M., System pomiarowy ruchu oka Ober2 w medycynie, II Krajowa Konferencja Naukowa Techniki Informatyczne w Medycynie TIM'97, Ustroń-Jaszowiec 16-18.10.1997.
• [4] OBER J., HAJDA J., LOSKA J., JAMICKI M., Application of eye movement measuring system OBER 2 to medicine and technology, Proceedings of SPIE, Infrared technology and applications, vol. 3061, cz. 1, s. 327-336, Orlando USA 1997.