Guide to biometric reference systems and performance evaluation 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