Face authentication apparatus
A face authentication apparatus includes a face image acquisition unit that acquires, as a first face image, a face image of a user who moves from a first area to a second area via a gate provided between the first area and the second area, a collation unit that performs face authentication, a flow rate measurement unit that measures a flow rate of users who move from the first area to the second area via the gate and a flow rate of users who move from the second area to the first area via the gate, and a security level determination unit that determines the security level of the first area and the security level of the second area on the basis of the flow rates measured.
1. A face authentication apparatus comprising:
a memory containing program instructions; and
a processor coupled to the memory, wherein the processor is configured to execute the program instructions to:
acquire, as a first face image, a face image of a person who moves from a first area to a second area via a gate provided between the first area and the second area, and acquire, as a second face image, a face image of a person who moves from the second area to the first area via the gate;
measure a first flow rate of persons who move from the first area to the second area via the gate or a second flow rate of persons who move from the second area to the first area via the gate;
determine a security level based on a flow rate during a specific time period of the measured first flow rate or the measured second flow rate; and
perform face authentication based on the first face image or the second face image.
2. The face authentication apparatus according to claim 1 , wherein the face authentication is performed on the first face image based on a first threshold, and
the processor is configured to further execute the program instructions to change the first threshold according to the determined security level of the first area and the determined security level of the second area.
3. The face authentication apparatus according to claim 2 , wherein the determination of the security levels includes determining the security level of the first area and the security level of the second area based on the measured first flow rate or the measured second flow rate, and a security level determination rule set in advance.
4. The face authentication apparatus according to claim 3 , wherein the security level determination rule includes a condition section that describes a condition to be satisfied by the measured first flow rate or the measured second flow rate, and a conclusion section that describes a security level of the first area and a security level of the second area when the condition is satisfied.
5. The face authentication apparatus according to claim 4 , wherein the condition section describes as the condition that there is a difference between the first rate of persons who moved from the first area to the second area and the second rate of persons who moved from the second area to the first area in a designated time period, and the conclusion section describes on which of a downstream side and an upstream side of a larger flow rate in the designated time period, the security level is set to be higher.
6. The face authentication apparatus according to claim 2 , wherein the change of the first threshold includes changing the first threshold in a different increasing or decreasing direction between a case in which the security level of the second area is determined to be higher than the security level of the first area and a case in which the security level of the second area is determined to be lower than the security level of the first area.
7. The face authentication apparatus according to claim 2 , wherein the change of the first threshold includes changing the first threshold to be larger than a predetermined value when the security level of the second area is determined to be higher than the security level of the first area, and changing the first threshold to be smaller than the predetermined value when the security level of the second area is determined to be lower than the security level of the first area.
8. The face authentication apparatus according to claim 2 , wherein
the face authentication is further performed on the second face image by calculating similarity between the second face image and a reference face image for each registered person and comparing the similarity with a second threshold, and
the second threshold is changed in an increasing or decreasing direction that is opposite to the increasing or decreasing direction of changing the first threshold.
9. The face authentication apparatus according to claim 2 , wherein the measurement of the first flow rate includes counting a number of times that the face authentication performed on the first face images succeeded in the face authentication.
10. The face authentication apparatus according to claim 2 , wherein in the face authentication, similarly between the first face image and a reference face image for each registered person is calculated by collating a feature amount of a face extracted from the first face image with a feature amount of a face extracted from the reference face image of the each registered person.
11. A face authentication method comprising:
acquiring, as a first face image, a face image of a person who moves from a first area to a second area via a gate provided between the first area and the second area, and acquiring, as a second face image, a face image of a person who moves from the second area to the first area via the gate;
measuring a first flow rate of persons who move from the first area to the second area via the gate or a second flow rate of persons who move from the second area to the first area via the gate;
determining a security level based on a flow rate during a specific time period of the measured first flow rate or the measured second flow rate; and
performing face authentication based on the first face image or the second face image.
12. The face authentication method according to claim 11 , wherein
the performing the face authentication includes performing the face authentication on the first face image based on a first threshold, and
the method further comprises changing the first threshold according to the determined security level of the first area and the determined security level of the second area.
13. The face authentication method according to claim 12 , wherein
the determining the security level includes determining the security level of the first area and the security level of the second area based on the measured first flow rate or the measured second flow rate, and a security level determination rule set in advance.
14. The face authentication method according to claim 13 , wherein
the security level determination rule includes a condition section that describes a condition to be satisfied by the measured first flow rate or the measured second flow rate, and a conclusion section that describes a security level of the first area and a security level of the second area when the condition is satisfied.
15. The face authentication method according to claim 14 , wherein
the condition section describes as the condition that there is a difference between the first flow rate of persons who moved from the first area to the second area and the second flow rate of persons who moved from the second area to the first area in a designated time period, and the conclusion section describes on which of a downstream side and an upstream side of a larger flow rate in the designated time period, the security level is set to be higher.
16. The face authentication method according to claim 12 , wherein
the changing the first threshold includes changing the first threshold in a different increasing or decreasing direction between a case in which the security level of the second area is determined to be higher than the security level of the first area and a case in which the security level of the second area is determined to be lower than the security level of the first area.
17. The face authentication method according to claim 12 , wherein
the changing the first threshold includes changing the first threshold to be larger than a predetermined value when the security level of the second area is determined to be higher than the security level of the first area, and changing the first threshold to be smaller than the predetermined value when the security level of the second area is determined to be lower than the security level of the first area.
18. The face authentication method according to claim 12 , further comprising:
performing the face authentication on the second face image by calculating similarity between the second face image and a reference face image for each registered person and comparing the similarity with a second threshold; and
changing the second threshold in an increasing or decreasing direction that is opposite to the increasing or decreasing direction of changing the first threshold.
19. The face authentication method according to claim 12 , wherein
the measuring the first flow rate includes counting a number of times that the face authentication performed on the first face images succeeded.
20. A non-transitory computer-readable medium storing a program comprising instructions for causing a computer to perform processes to:
acquiring, as a first face image, a face image of a person who moves from a first area to a second area via a gate provided between the first area and the second area, and acquiring, as a second face image, a face image of a person who moves from the second area to the first area via the gate;
measuring a first flow rate of persons who move from the first area to the second area via the gate or a second flow rate of persons who move from the second area to the first area via the gate;
determining a security level based on a flow rate during a specific time period of the measured first flow rate or the measured second flow rate; and
performing face authentication based on the first face image or the second face image.
21. The face authentication apparatus according to claim 1 , wherein, when the specified time period is a first time period, the processor is further configured to determine the security level of the second area to be higher than the first area based on a magnitude of difference between the measured first flow rate and the measured second flow rate at the specific time period.
22. The face authentication apparatus according to claim 21 , wherein, when the specified time period is a second time period, the processor is further configured to determine the security level of the first area to be higher than the second area based on the magnitude of difference between the measured first flow rate and the measured second flow rate at the specific time period.