Advanced Concepts for Intelligent Vision Systems: 8th International Conference, ACIVS 2006, Antwerp, Belgium, September 18-21, 2006, Proceedings ... Vision, Pattern Recognition, and Graphics)

!±8±Advanced Concepts for Intelligent Vision Systems: 8th International Conference, ACIVS 2006, Antwerp, Belgium, September 18-21, 2006, Proceedings ... Vision, Pattern Recognition, and Graphics)

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This book constitutes the refereed proceedings of the 8th International Conference on Advanced Concepts for Intelligent Vision Systems, ACIVS 2006. The book presents 45 revised full papers and 65 revised poster papers. Topical sections include noise reduction and restoration, segmentation, motion estimation and tracking, video processing and coding, camera calibration, image registration and stereo matching, biometrics and security, medical imaging, image retrieval and image understanding, and more.

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ANN Based Automatic Face Detection from Fingerprints.wmv

!±8± ANN Based Automatic Face Detection from Fingerprints.wmv

Biometrics is a deeply studied and highly developed technology. While biometric systems have been used primarily in limited applications requiring high security tasks like criminal identification and police work, more recently they have been receiving increasing demand for person recognition applications. In spite of all developments in biometrics, there is no study investigating relationships between biometric features in the literature. This study presents a novel intelligent approach analysing the existence of any relationship among fingerprints and face parts. Proposed approach is based on artificial neural networks. Developed system generates the stationary face parts of a person including eyebrows, eyes and nose from only one fingerprint image of the same person without knowing any information about his or her face with the errors among 1.4 % and 4.8 %. The satisfactory results have indicated that there are close realitionships among fingerprints and faces. Improving of the proposed system is still sustained for the purpose of analysing and modelling of this relationship for the future developments in biometrics and security applications.

ANN Based Automatic Face Detection from Fingerprints.wmv

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