Towards a BioAPI compliant face verification system

Standards are important to the growth and acceptance of emerging industries such as the biometric industry. To promote biometric standard, the BioAPI Consortium has developed a widely accepted BioAPI specification that defines Application Programming Interface (API) for application developers and Service Provider Interface (SPI) for biometric technology developers. In this paper, we propose an implementation of a BioAPI compliant face verification BSP (Biometric Service Provider). In the face verification BSP, Line Edge Map (LEM) is used as the face recognition engine. Primitive biometric functions such as Capture, CreateTemplate, Process and VerifyMatch have been developed to provide support for face verification. In addition, to demonstrate the proposed face verification BSP, we have developed a BioAPI compliant face verification application for door access control. The performance of the face verification application is also evaluated.

[1]  Lawrence Sirovich,et al.  Application of the Karhunen-Loeve Procedure for the Characterization of Human Faces , 1990, IEEE Trans. Pattern Anal. Mach. Intell..

[2]  David Beymer,et al.  Face recognition under varying pose , 1994, 1994 Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.

[3]  M. Turk,et al.  Eigenfaces for Recognition , 1991, Journal of Cognitive Neuroscience.

[4]  Catherine J. Tilton An Emerging Biometric API Industry Standard , 2000, Computer.

[5]  Lale Akarun,et al.  Two-stage approach for pose invariant face recognition , 2000, 2000 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.00CH37100).

[6]  I. Biederman,et al.  Surface versus edge-based determinants of visual recognition , 1988, Cognitive Psychology.

[7]  W.A. Barrett,et al.  A survey of face recognition algorithms and testing results , 1997, Conference Record of the Thirty-First Asilomar Conference on Signals, Systems and Computers (Cat. No.97CB36136).

[8]  Yongsheng Gao,et al.  Line segment Hausdorff distance on face matching , 2002, Pattern Recognit..

[9]  Yongsheng Gao,et al.  Face Recognition Using Line Edge Map , 2002, IEEE Trans. Pattern Anal. Mach. Intell..