Intelligent gallery management for biometrics
A system provides intelligent gallery management for biometrics. A first gallery is obtained that includes biometric and/or other information on a population of people. An application is identified. A subset of the population of people is identified based on the application. A second gallery is derived from the first gallery by pulling the information for the subset of the population of people without pulling the information for the population of people not in the subset. Biometric identification (such as facial recognition) for the application may then be performed using the second gallery rather than the first gallery. In this way, the system is improved as less time is required for biometric identification, fewer device resources are used, and so on.
1. An intelligent biometric gallery management system, comprising:
at least one non-transitory storage medium that stores instructions; and
at least one processor that executes the instructions to:
maintain a biometric gallery that includes biometric information for a population;
generate an application specific biometric gallery by pulling a portion of the biometric information corresponding to a subset of the population from the biometric gallery, the subset of the population associated with an application for which the biometric gallery can be used to identify people;
use the application specific biometric gallery for biometric identification;
maintain a maximum size of the application specific biometric gallery by removing first data from the application specific biometric gallery upon adding second data to the application specific biometric gallery; and
allow addition to the application specific biometric gallery without removal when the application specific biometric gallery is below the maximum size.
2. The system of claim 1 , wherein the maximum size is dependent upon a biometric type for which the application specific biometric gallery is configured.
3. The system of claim 2 , wherein the maximum size is further dependent upon a biometric matcher used with the application specific biometric gallery for the biometric identification.
4. The system of claim 1 , wherein maintaining the maximum size enables a false negative identification rate to be kept below a threshold number.
5. The system of claim 1 , wherein the maximum size is dependent upon a latency threshold.
6. The system of claim 1 , wherein the maximum size is dependent upon an accuracy threshold.
7. The system of claim 1 , wherein the at least one processor determines to add the second data to the application specific biometric gallery upon performing the biometric identification.
8. The system of claim 1 , wherein the at least one processor is operable to update the application specific biometric gallery.
9. The system of claim 8 , wherein the at least one processor updates the application specific biometric gallery by adding the second data.
10. The system of claim 8 , wherein the at least one processor updates the application specific biometric gallery by removing the first data.
11. The system of claim 1 , wherein the first data and the second data correspond to different types of biometrics.
12. The system of claim 1 , wherein the first data and the second data are a same size.
13. An intelligent biometric gallery management system, comprising:
at least one non-transitory storage medium that stores instructions; and
at least one processor that executes the instructions to:
generate an application specific biometric gallery by pulling a portion of biometric information corresponding to a subset of a population from a biometric gallery, the subset of the population associated with an application for which the biometric gallery can be used to identify people;
use the application specific biometric gallery for biometric identification;
add first data to the application specific biometric gallery;
remove second data from the application specific biometric gallery upon determining that adding the first data to the application specific biometric gallery causes the application specific biometric gallery to exceed a maximum size; and
allow addition to the application specific biometric gallery without removal when the application specific biometric gallery is below the maximum size.
14. The system of claim 13 , further comprising adding third data to the application specific biometric gallery upon determining that the application specific biometric gallery has fallen below the maximum size.
15. The system of claim 13 , wherein the first data comprises a person's biometric information.
16. The system of claim 13 , wherein the second data comprises a person's biometric information.
17. The system of claim 13 , wherein the second data is larger than the first data.
18. The system of claim 13 , wherein the first data and the second data correspond to a same type of biometric.
19. The system of claim 13 , wherein the second data corresponds to multiple sets of biometrics.
20. The system of claim 13 , wherein the maximum size is less than an available storage amount.