Using Facial Asymmetry Properties and Hidden Markov Models for Biometric Authentication in Security Systems

作者: Mariusz Kubanek , Dorota Smorawa , Mirosław Kurkowski

DOI: 10.1007/978-3-319-07176-3_55

关键词:

摘要: This work concerns the use of biometric features, resulting from look a face, for authentication purposes. For this we propose several different methods selection and feature analysis during face recognition. The description contains mainly possibility in later stages also identity verification based on asymmetric facial features. new method has been introduced basis designated characteristic points face. includes propositions our own algorithms detection, as well features extraction their specific coding form observation vectors recognition using Hidden Markov Models.

参考文章(14)
Leonid Kompanets, Mariusz Kubanek, Szymon Rydzek, Czestochowa’s Precise Model of a Face Based on the Facial Asymmetry, Ophthalmogeometry, and Brain Asymmetry Phenomena: the Idea and Algorithm Sketch Enhanced Methods in Computer Security, Biometric and Artificial Intelligence Systems. pp. 239- 251 ,(2005) , 10.1007/0-387-23484-5_24
Mariusz Kubanek, Method of Speech Recognition and Speaker Identification using Audio-Visual of Polish Speech and Hidden Markov Models Biometrics, Computer Security Systems and Artificial Intelligence Applications. pp. 45- 55 ,(2006) , 10.1007/978-0-387-36503-9_5
Janusz Bobulski, Lukasz Adrjanowicz, Two-Dimensional Hidden Markov Models for Pattern Recognition international conference on artificial intelligence and soft computing. pp. 515- 523 ,(2013) , 10.1007/978-3-642-38658-9_46
Leonid Kompanets, Mariusz Kubanek, Szymon Rydzek, Czestochowa-Faces and Biometrics of Asymmetrical Face international conference on artificial intelligence and soft computing. pp. 742- 747 ,(2004) , 10.1007/978-3-540-24844-6_114
X. Chen, P.J. Flynn, K.W. Bowyer, Fully automated facial symmetry axis detection in frontal color images Fourth IEEE Workshop on Automatic Identification Advanced Technologies (AutoID'05). pp. 106- 111 ,(2005) , 10.1109/AUTOID.2005.29
Guangpeng Zhang, Yunhong Wang, Asymmetry-Based Quality Assessment of Face Images international symposium on visual computing. pp. 499- 508 ,(2009) , 10.1007/978-3-642-10520-3_47
Leonid Kompanets, Biometrics of Asymmetrical Face Lecture Notes in Computer Science. pp. 67- 73 ,(2004) , 10.1007/978-3-540-25948-0_10
Sinjini Mitra, Marios Savvides, B. V. K. Vijaya Kumar, A one bit facial asymmetry code (FAC) in fourier domain for human recognition Lecture Notes in Computer Science. pp. 61- 70 ,(2005) , 10.1007/11527923_7
M. Kubanek, J. Bobulski, L. Adrjanowicz, Characteristics of the use of coupled hidden Markov models for audio-visual polish speech recognition Bulletin of The Polish Academy of Sciences-technical Sciences. ,vol. 60, pp. 307- 316 ,(2012) , 10.2478/V10175-012-0041-6
Mariusz Kubanek, Automatic methods for determining the characteristic points in face image international conference on artificial intelligence and soft computing. pp. 523- 530 ,(2010) , 10.1007/978-3-642-13208-7_65