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Diane Publishing Books
Face Recognition Vendor Test, 2006 and Iris Challenge Evaluation, 2006: Large-Scale Results
Jonathon Phillips (au)
Describes the large-scale experimental results from the Face Recognition Vendor Test (FRVT) & the Iris Challenge Evaluation (ICE). The FRVT looks at recognition from high-resolution still images & 3-dimensional face images, & measures performance for still images taken under controlled & uncontrolled illumination. The ICE reports iris recognition performance from left & right iris images. The FRVT & the ICE compared recognition performance from very-high resolution still face images, 3D face images, & single-iris images. On these datasets, recognition performance was comparable for all 3 biometrics. In an experiment comparing human & algorithm performance, the best-performing face recognition algorithms were more accurate than humans. Illus.
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