Fingerprint authentication using stitch and cut
View Patent ↗The present invention concerns a method, a system, a device of authenticating a user using a body part including biometric information. The method comprises stitching partial enrolment images comprising different views of the user's body part into at least one mosaic and thereby creating an enrolled image, acquiring an authentication image of the body part, wherein the size of the authentication image is a fraction of the enrolled image, determining at least one area of interest in the enrolled image, and matching the authentication image with image data of the determined area of interest in the enrolled image.
1. A method in a biometric sensing system comprising a two-dimensional biometric sensor of authenticating a user using a body part including biometric information, the method comprising:
stitching partial enrolment images comprising different views of the user's body part into one or more mosaics and thereby creating a single enrolled image, wherein each partial enrolment image corresponds to a single and separate touch of the body part on the two-dimensional biometric sensor,
acquiring an authentication image of the body part, wherein: (i) the authentication image corresponds to a single touch of the body part on the two-dimensional biometric sensor and has an area, and (ii) a size of the authentication image is a fraction of the enrolled image,
determining at least one area of interest in the enrolled image that corresponds to the authentication image by comparing features in the authentication image with features in the enrolled image, wherein a difference in size between the at least one area of interest and the area of the authentication image is below a tolerance value, and
matching the authentication image with the enrolled image by using a matching algorithm to compare the authentication image with image data of the determined at least one area of interest in the enrolled image, and thereby enabling authentication of the user.
2. The method according to claim 1 , wherein the determining comprises estimating candidate areas of the authentication image in the enrolled image by comparing features in the authentication image with features in the enrolled image.
3. The method according to claim 1 , comprising:
enrolling several partial enrolment images comprising different views of the body part.
4. The method according to claim 3 , wherein the enrolling comprises capturing partial enrolment images in a sequence in time using the two-dimensional biometric sensor.
5. The method according to claim 1 , wherein the acquiring comprises capturing an authentication image using the two-dimensional biometric sensor.
6. The method according to claim 1 , comprising:
copying the image data of the at least one area of interest and storing the copied data in the biometric sensing system.
7. The method according to claim 1 , wherein the matching of the images comprises:
forming at least one enrolment template by performing feature extraction on the image data of the at least one area of interest,
forming a candidate template by performing feature extraction on the authentication image, and
matching the candidate template with the enrollment template.
8. The method according to claim 1 , wherein the biometric data is a fingerprint.
9. A biometric sensing system configured to authenticate a user using a body part including biometric information, the biometric sensing system comprising:
a two-dimensional biometric sensor configured to generate an image of the body part,
a processing circuitry configured to:
stitch partial enrolment images comprising different views of the user's body part into at least one mosaic and thereby creating a single enrolled image, wherein each partial enrolment image corresponds to a single and separate touch of the body part on the two-dimensional biometric sensor,
acquire, using the two-dimensional biometric sensor, an authentication image of the body part, wherein: (i) the authentication image corresponds to a single touch of the body part on the two-dimensional biometric sensor and has an area, and (ii) a size of the authentication image is a fraction of the enrolled image,
determine at least one area of interest in the enrolled image that corresponds to the authentication image by performing feature extraction on the enrolled image and the authentication image, wherein a difference in size between the at least one area of interest and the area of the authentication image is below a tolerance value, and
match the authentication image with the enrolled image by using a matching algorithm to compare the authentication image with image data of the determined at least one area of interest in the enrolled image.
10. The biometric sensing system according to claim 9 , wherein the two-dimensional biometric sensor is a capacitive touch sensor.
11. A portable electronic device comprising the biometric sensing system of claim 9 .
12. A computer readable program, which, when executed on a portable electronic device, causes the portable electronic device to perform the method according to claim 1 .