Individual identification device, and identification threshold setting method

• US 9,875,425 B2
• Filed: 10/30/2015
• Issued: 01/23/2018
• Est. Priority Date: 03/30/2015
• Status: Active Grant

• Current Assignee: Omron Corporation
• Original Assignee: Omron Corporation
• Inventors: Irie, Atsushi, Fukuda, Kenji
• Primary Examiner(s): Conner, Sean
• Assistant Examiner(s): PATEL, PINALBEN V
• Application Number:
  US14/928,086
• Publication Number:
  US 20160292536A1
• Time in Patent Office: 816 Days
• CPC Class Codes: G06F 18/22 Matching criteria, e.g. proximity measures
• CPC Class Codes: G06F 21/32 using biometric data, e.g. fingerprints, iris scans or voiceprints
• CPC Class Codes: G06V 40/172 Classification, e.g. identification
• CPC Class Codes: G06V 40/70 Multimodal biometrics, e.g. combining information from different biometric modalities
• CPC Class Codes: H04L 63/0861 using biometrical features, e.g. fingerprint, retina-scan cryptographic mechanisms or cryptographic arrangements for entity authentication using biological data H04L9/3231
• CPC Class Codes: H04L 9/3231 Biological data, e.g. fingerprint, voice or retina network architectures or network communication protocols for supporting authentication of entities using biometrical features in a packet data network H04L63/0861
• CPC Class Codes: H04W 12/065 Continuous authentication

Abstract

Provided is an individual identification device including: a biometric information storage unit; a biometric information acquisition unit; an identification unit which calculates a similarity of the biometric information on the subject and the registrant and performs identification of the subject according to whether or not the calculated similarity is equal to or higher than an identification threshold; an identification result storage unit which stores identification result information constituted by the calculated similarity and a correct identification result; and a threshold setting unit which sets the identification threshold such that at least either one of a false rejection rate and a false acceptance rate fulfils a predetermined condition in the identification result information stored in the identification result storage unit.

Claims

1. An individual identification device comprising:

a storage device comprising;

a biometric information storage unit configured to store

biometric information on a registrant; and

a processor comprising;

a biometric information acquisition unit configured to acquire biometric information on a subject;

an identification unit configured to calculate a similarity of the biometric information on the subject and the biometric information on the registrant and perform identification of the subject according to whether or not the calculated similarity is equal to or higher than an identification threshold;

a second identification unit configured to acquire a result of identification of the subject based on information different from the information used in the identification unit, wherein the second identification unit acquires the result of identification of the subject when the identification performed by the identification unit indicates that the subject is not the registrant,

wherein the individual identification device is configured to determine that the identification has failed when the result of identification acquired by the second identification unit indicates that the subject is not the registrant, and to determine that the identification has been successful when the identification performed by the identification unit or the result of identification acquired by the second identification unit indicates that the subject is the registrant;

an identification result storage unit configured to store identification result information constituted by the similarity calculated by the identification unit and a correct identification result in the identification performed by the identification unit or acquired by the second identification unit, the correct identification result indicating that the subject is the registrant; and

a threshold setting unit configured to set the identification threshold such that at least either one of a false rejection rate and a false acceptance rate fulfills a predetermined condition in the identification result information stored in the identification result storage unit, wherein the threshold setting unit sets the identification threshold by assigning a weight, wherein the weight is larger for identification result information relating to an identification performed at a most recent time, and wherein the weight is smaller for identification result information relating to an identification that has been performed at a time prior to the most recent time.

2. The individual identification device according to claim 1, wherein the threshold setting unit sets the identification threshold by using identification result information relating to a predetermined number of most recent identifications or identification performed in a most recent predetermined period.

3. The individual identification device according to claim 1, wherein the predetermined condition is that the false rejection rate and false acceptance rate are substantially equal to each other.

4. The individual identification device according to claim 1, wherein the predetermined condition is that the false rejection rate is equal to or less than a first threshold.

5. The individual identification device according to claim 1, wherein the predetermined condition is that the false acceptance rate is equal to or less than a second threshold.

6. The individual identification device according to claim 1, wherein the threshold setting unit sets the identification threshold each time the identification is perfoiined by the identification unit.

7. The individual identification device according to claim 1, wherein the threshold setting unit sets the identification threshold each time the identification unit performs the identification a predetermined number of times after the previous identification threshold setting has been performed.

8. The individual identification device according to claim 7, wherein the predetermined number of times is variable and determined to be smaller as a variation in a value of the similarity calculated by the identification unit becomes larger.

9. The individual identification device according to claim 1, wherein the threshold setting unit does not set the identification threshold until the number of pieces of the identification result information accumulated in the identification result storage unit becomes a third threshold or higher.

10. The individual identification device according to claim 9, wherein the threshold setting unit does not set the identification threshold until the number of pieces of identification result information which are accumulated in the identification result storage unit and in which the subject is the registrant becomes a fourth threshold or higher and the number of pieces of identification result information which are accumulated in the identification result storage unit and in which the subject is not the registrant becomes a fifth threshold or higher.

11. The individual identification device according to claim 1, wherein biometric information on a plurality of registrants is stored in the biometric information storage unit, and the identification threshold is set individually for each of the plurality of registrants.

12. The individual identification device according to claim 1, wherein the biometric information is a face.

15. The individual identification device according to claim 1, wherein the threshold setting unit sets a subsequent identification threshold when the identification unit performs the identification a predetermined number of times after the threshold setting unit sets a previous identification threshold, and wherein the predetermined number of times is variable.

13. An identification threshold setting method for use in an individual identification device that includes a storage device comprising:

a biometric information storage unit configured to store biometric information on a registrant; and

a processor comprising;

a biometric information acquisition unit configured to acquire biometric information on a subject;

an identification unit configured to calculate a similarity of the biometric information on the subject and the biometric information on the registrant and perform identification of the subject according to whether or not the calculated similarity is equal to or higher than an identification threshold; and

a second identification unit configured to acquire a result of identification of the subject based on information different from the information used in the identification unit, wherein the second identification unit acquires the result of identification of the subject when the identification performed by the identification unit indicates that the subject is not the registrant, the method comprising;

a first determination step of determining by the individual identification device that the identification has failed when the result of identification acquired by the second identification unit indicates that the subject is not the registrant;

a second determination step of determining by the individual identification device that the identification has been successful when the identification performed by the identification unit or the result of identification acquired by the second identification unit indicates that the subject is the registrant;

an identification result storage step of storing identification result information constituted by the similarity calculated by the identification unit and a correct identification result in the identification performed by the identification unit or acquired by the second identification unit, the correct identification result indicating that the subject is the registrant; and

a threshold setting step of setting the identification threshold such that at least either one of a false rejection rate and a false acceptance rate fulfills a predetermined condition in the identification result information stored in the identification result storage step, wherein the threshold setting unit sets the identification threshold by assigning a weight, wherein the weight is larger for identification result information relating to an identification performed at a most recent time, and wherein the weight is smaller for identification result information relating to an identification that has been performed at a time prior to the most recent time.

16. The identification threshold setting method according to claim 13, further comprising a subsequent threshold setting step of setting a subsequent identification threshold when the identification unit performs the identification a predetermined number of times after a previous identification threshold setting has been performed, and wherein the predetermined number of times is variable.

14. A non-transitory computer-readable medium storing program for setting an identification threshold which is to be used in an individual identification device that includes a storage device comprising:

a biometric information storage unit configured to store biometric information on a registrant; and

a processor comprising;

a biometric information acquisition unit configured to acquire biometric information on a subject;

an identification unit configured to calculate a similarity of the biometric information on the subject and the biometric information on the registrant and perform identification of the subject according to whether or not the calculated similarity is equal to or higher than an identification threshold; and

a second identification unit configured to acquire a result of identification of the subject based on information different from the information used in the identification unit, wherein the second identification unit acquires the result of identification of the subject when the identification performed by the identification unit indicates that the subject is not the registrant, the program causing a computer to execute;

a first determination step of determining by the individual identification device that the identification has failed when the result of identification acquired by the second identification unit indicates that the subject is not the registrant;

a second determination step of determining by the individual identification device that the identification has been successful when the identification performed by the identification unit or the result of identification acquired by the second identification unit indicates that the subject is the registrant;

an identification result storage step of storing identification result information constituted by the similarity calculated by the identification unit and a correct identification result in the identification performed by the identification unit or acquired by the second identification unit, the correct identification result indicating that the subject is the registrant; and

a threshold setting step of setting the identification threshold such that at least either one of a false rejection rate and a false acceptance rate fulfills a predetermined condition in the identification result information stored in the identification result storage step, wherein the threshold setting unit sets the identification threshold by assigning a weight, wherein the weight is larger for identification result information relating to an identification performed at a most recent time, and wherein the weight is smaller for identification result information relating to an identification that has been performed at a time prior to the most recent time.

17. The non-transitory computer-readable medium storing the program for setting the identification threshold according to claim 14, the program causing the computer to further execute:

a subsequent threshold setting step of setting a subsequent identification threshold when the identification unit performs the identification a predetermined number of times after a previous identification threshold setting has been perfoiiiied, and wherein the predetermined number of times is variable.