Eye Blink Based Detection of Liveness in Biometric Authentication Systems Using Conditional Random Fields

Mariusz Szwoch; Paweł Pieniążek

doi:10.1007/978-3-642-33564-8_80

Eye Blink Based Detection of Liveness in Biometric Authentication Systems Using Conditional Random Fields

Abstract

The goal of this paper was to verify whether the conditional random fields are suitable and enough efficient for eye blink detection in user authentication systems based on face recognition with a standard web camera. To evaluate this approach several experiments were carried on using a specially developed test application and video database.

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Authors (2)

Mariusz Szwoch dr inż.
- Faculty of Electronics, Telecommunications and Informatics
- Gdańsk University of Technology
Paweł Pieniążek
- Faculty of Electronics, Telecommunications and Informatics
- Gdańsk University of Technology

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Category:: Conference activity
Type:: materiały konferencyjne indeksowane w Web of Science
Title of issue:: International Conference, ICCVG 2012, Warsaw, Poland, September 2012 :Computer Vision and Graphics strony 669 - 676
Language:: English
Publication year:: 2012
Bibliographic description:: Szwoch M., Pieniążek P..: Eye Blink Based Detection of Liveness in Biometric Authentication Systems Using Conditional Random Fields, W: International Conference, ICCVG 2012, Warsaw, Poland, September 2012 :Computer Vision and Graphics, 2012, Springer,.
DOI:: Digital Object Identifier (open in new tab) 10.1007/978-3-642-33564-8_80
Verified by:: Gdańsk University of Technology