System and method of biometric enrollment and verification
A system and method for biometric enrollment and verification compares a test biometric image (e.g., of a fingerprint) with each of a plurality of reference biometric images of one or more enrolled users. Verification of a user as an enrolled user is based on the cumulative amount of overlap between the test image and the reference images. The reference images are defined during an enrollment process by comparing a plurality of sample images, identifying overlapping data in each of the images, computing one or more quality measures, and storing at least a portion of the sample images. The enrollment process is deemed complete when each quality measures meets or exceeds an associated threshold.
1. A method for verifying a user's identity from a test biometric image obtained from the user, the method comprising:
(A) comparing the test biometric image provided by an imaging device with reference biometric data stored in a reference database, wherein the reference biometric data comprises a plurality of reference biometric images of different portions of a surface of an organic tissue of the user, wherein each reference biometric image partially overlaps at least one other reference biometric image, and wherein the reference biometric data further comprises relative location information between each reference biometric image and at least one other reference biometric image, and wherein comparing the test biometric image with reference biometric data comprises using a matching algorithm to compare the test biometric image with each of the reference biometric images to identify matching reference images having overlapping data with the test biometric image;
(B) determining spatial correspondence between the test biometric image and each of the matching reference images identified in step (A);
(C) determining spatial correspondence between each of the matching reference images identified in step (A) based on the spatial correspondence determined in step (B);
(D) comparing the spatial correspondence determined in step (C) with the relative location information of the reference biometric data;
(E) computing a cumulative amount of overlapping data in the test biometric image and the reference biometric images as determined in step (A); and
(F) verifying the user's identity based on the cumulative amount of overlapping data in the test biometric image and all of the reference biometric images as determined in step (E).
2. The method of claim 1 , further comprising generating the test biometric image with a biometric sensor.
3. The method of claim 1 , wherein the organic tissue comprises a finger surface and the test biometric image comprises a fingerprint image.