User authentication system and method
View Patent ↗A high security computer system and method that authenticates a user using iris recognition and liveliness detection. The method for authenticating the user to the secure system includes capturing an image of the user's face and generating an iris template from the image. While the iris template is being generated, liveliness verification is performed on the user's face. User access is granted if the iris template matches the enrolled iris template and if the liveness verification demonstrates the user's face is live, and denied if otherwise. The method may optionally silently re-authenticate the user after access is granted to the secure system. The authentication system includes an image capture device for capturing an image, an iris template generation component to generate an iris template from the image, a liveness detection component, and an iris comparison component adapted to compare the iris template to iris templates of previously enrolled users.
1. A method for authenticating a user to a secure system, comprising:
capturing with an image capture device an image comprising an eye of a user;
generating with a processing unit an encrypted iris template from the image;
storing said encrypted iris template in a storage;
performing with a processing unit liveness verification on an eye of the user;
comparing with a processing unit the generated encrypted iris template to an enrolled iris template;
granting the user access to the secure system if the generated encrypted iris template matches the enrolled iris template and if the liveness verification demonstrates the eye of the user is live;
denying the user access to the secure system if the generated encrypted iris template does not match the enrolled iris template; and
denying the user access to the secure system if the liveness verification demonstrates the eye of the user;
wherein generating the iris template from the first image further comprises:
identifying the user's face in the image;
identifying the user's eyes in the image;
if no face or eyes are identified in the image, returning to the capturing step;
segmenting left and right eyes from the image;
performing a quality check on irises of the segmented eyes;
if one or both irises pass the quality check, generating the iris template; and
if each of the irises fails the quality check, determining whether more irises are present in the image;
if more irises are present in the image, performing a quality check on the additional irises; and
if no more irises are present in the image, returning to the capturing of an image.
2. The method of claim 1 , further comprising:
automatically re-authenticating the user after access is granted.
3. The method of claim 2 , wherein automatically re-authenticating the user after access is granted comprises re-authenticating the user after expiration of a pre-determined amount of time.
4. The method of claim 3 , wherein re-authenticating the user is performed passively on the user.
5. The method of claim 3 , re-authenticating the user further comprising:
capturing a subsequent image comprising an eye of the user;
generating a subsequent iris template from the subsequent image;
performing subsequent liveness verification on the user;
maintaining access to the secure system if the subsequent iris template matches the enrolled iris template and if the subsequent liveness verification demonstrates the eye of the user is live;
denying the user access to the secure system if the subsequent iris template does not match the enrolled iris template; and
denying the user access to the secure system if the subsequent liveness verification demonstrates the user is not live.
6. The method of claim 1 , wherein performing liveness verification further comprises:
capturing a series of images of an eye of the user at different illuminations;
determining whether the series of images demonstrate a live iris;
denying access to the secure system if the series of images do not demonstrate a live iris; and
granting access to the secure system if the series of images demonstrate a live iris.
7. The method of claim 6 , wherein generating an iris template from the image is performed only if the series of images demonstrates a live iris.
8. The method of claim 1 , wherein generating an iris template is performed on a server system.
9. The method of claim 1 , wherein generating an iris template is performed on a client system.
10. The method of claim 1 , wherein returning to the capturing step if no eyes are identified in the image further comprises displaying a message to a user.
11. The method of claim 1 , further comprising activating an iris authentication system.
12. The method of claim 1 , further comprising requiring the user to provide additional identifying credentials.
13. The method of claim 1 , further comprising requiring the user to swipe a smart identification card, the smart identification card securely storing and providing the at least one enrolled iris template.
14. The method of claim 1 , further comprising repeating the granting a user access to a secure system after the occurrence of a predetermined event.
15. The method of claim 14 , wherein the occurrence of a predetermined event comprises the expiration of a predetermined period of time.
16. The method of claim 1 , wherein the method of authenticating a user is limited to a predetermined number of consecutive failed attempts, after which access to the secure system is temporarily locked.