Managing latency and power in a heterogeneous distributed biometric authentication hardware
Techniques for authenticating a biometric input are disclosed. An example of a biometric authentication system is configured to receive a biometric input, perform a first authentication process on the biometric input with an application processor, such that the first authentication process generates one or more authentication parameters, provide the one or more authentication parameters to a secure processor, perform a second authentication process on the biometric input on the secure processor, such that the second authentication process utilizes the one or more authentication parameters, and output an authentication score based on the second authentication process.
1. A method of authenticating a biometric input, comprising:
receiving the biometric input from a biometric sensor;
generating a biometric image based on the biometric input;
performing a first authentication process on the biometric image with at least one application processor, wherein the first authentication process generates one or more authentication parameters;
providing the one or more authentication parameters to a secure processor;
performing a second authentication process on the biometric image on the secure processor, wherein the second authentication process utilizes the one or more authentication parameters; and
outputting an authentication score based on the second authentication process.
2. The method of claim 1 wherein a processing capability of the at least one application processor is greater than a processing capability of the secure processor.
3. The method of claim 1 wherein the first authentication process includes a keypoint detection stage, a feature detection stage, and a feature matching stage, wherein one or more previously stored feature templates are utilized in the feature matching stage.
4. The method of claim 3 wherein the one or more authentication parameters include a pruned list of active areas.
5. The method of claim 3 wherein the one or more authentication parameters include a template association information.
6. The method of claim 3 wherein the first authentication process includes calculating a match score and the one or more authentication parameters include a matched pair and a match angle.
7. The method of claim 1 wherein the first authentication process includes calculating a liveness score.
8. The method of claim 1 wherein the biometric input is a fingerprint.
9. A system for authenticating a biometric image, comprising:
a biometric sensor;
at least one application processor configured to receive the biometric image from the biometric sensor and perform a first authentication process on the biometric image, wherein the first authentication process generates one or more authentication parameters;
a secure processor configured to:
receive the biometric image from the biometric sensor;
receive the one or more authentication parameters;
perform a second authentication process on the biometric image, wherein the second authentication process utilizes the one or more authentication parameters; and
output an authentication score based on the second authentication process.
10. The system of claim 9 wherein a processing capability of the at least one application processor is greater than a processing capability of the secure processor.
11. The system of claim 9 wherein the at least one application processor is configured to perform a keypoint detection stage, a feature detection stage, and a feature matching stage, wherein one or more previously stored feature templates are utilized in the feature matching stage.
12. The system of claim 11 wherein the one or more authentication parameters include a pruned list of active areas.
13. The system of claim 11 wherein the one or more authentication parameters include a template association information.
14. The system of claim 11 wherein the at least one application processor is configured to calculate a match score and the one or more authentication parameters include a matched pair and a match angle.
15. The system of claim 9 wherein the at least one application processor is configured to calculate a liveness score.
16. The system of claim 9 wherein the biometric image is an iris image.