Guide to biometric reference systems and performance evaluation

This book introduces a new performance evaluation framework designed to give complete coverage of performance evaluation of major biometric systems. Two key issues are presented: The first is to give a unique snapshot of the performance evaluation of various biometrics within a common evaluation framework. Thesecond is the presence of benchmarking evaluation framework, to be used in future performance evaluations. Features: - provides a global perspective with acommon evaluation scheme and methodology; - biometrics Reference and Evaluation Toolkit provided on DVD; - offers readers a tool for a better evaluation oftheir algorithms by giving them the instruments to fully reproduce the benchmarking (reference) experiments (software, database, experimental protocols); -examines current research results with this framework. This unique text combines state-of-the-art research with practical tools for researchers and graduates in the field of biometrics. INDICE: Introduction.- The BioSecure Benchmarking Methodology.- Iris Recognition.- Fingrprint Recognition.- Hand Recognition.- On-line Handwritten Signatures.- Text-independent Speaker Verification.- 2D Face Recognition.- 3D Face Recognition.- Talking-face Verification.- The BioSecure Multimodal Evaluation Campaign 2007.

• ISBN: 978-1-84800-291-3
• Editorial: Springer
• Encuadernacion: Cartoné
• Páginas: 382
• Fecha Publicación: 02/04/2009
• Nº Volúmenes: 1
• Idioma: Inglés