Method and system for evaluating fingerprint templates
View Patent ↗A method for evaluating an individual fingerprint template by using a remote dataset, comprising the steps of capturing a fingerprint representation by a fingerprint reader on a device, extracting significant data from the captured fingerprint representation, thereby creating an individual fingerprint template for the captured fingerprint representation, transmitting the individual fingerprint template from the device to a remote dataset comprising a plurality of fingerprint templates, determining an impostor score distribution for the individual fingerprint template, determining a security threshold for the individual fingerprint template, and transmitting the determined security threshold to the device. The advantage of the invention is that an individual security threshold can be set for a user, which will improve the FAR distribution of a device.
1. A method for evaluating an individual fingerprint template by using a remote dataset, comprising the following steps:
capturing a fingerprint representation by a fingerprint reader on a device,
extracting significant data from the captured fingerprint representation, thereby creating an individual fingerprint template for the captured fingerprint representation,
transmitting the individual fingerprint template from the device to a remote dataset comprising a plurality of fingerprint templates,
determining an individual impostor score distribution for the individual fingerprint template by using the remote dataset of fingerprint templates,
determining a security threshold for the individual fingerprint template in order to provide a predefined False Acceptance Rate for the extracted fingerprint template, and
transmitting the determined security threshold to the device,
wherein the method further comprises the step of repeating the steps of:
transmitting the individual fingerprint template from the device to the remote dataset comprising the plurality of fingerprint templates, determining the impostor score distribution for the individual fingerprint template, determining the security threshold for the individual fingerprint template in order to provide the predefined False Acceptance Rate, and transmitting the determined security threshold to the device, where these steps are performed separately at a specified time interval.
2. The method according to claim 1 , wherein the remote dataset is a cloud based dataset.
3. The method according to claim 1 , wherein the specified time interval is initiated by an external signal.
4. The method according to claim 1 , wherein the method further comprises the step of combining a plurality of different template datasets in the cloud for the evaluation of the False Acceptance Rate of the individual fingerprint template.
5. The method according to claim 1 , wherein the determined security threshold for the individual fingerprint template depends on the strength of the individual fingerprint template.
6. The method according to claim 1 , wherein the strength of the fingerprint template is assigned a numeric value or an array of numeric values.
7. A non-transitory computer-readable storage medium storing instructions that, when executed by one or more processors, cause the one or more processors to perform the method of claim 1 .