Authentication method and authentication apparatus using synthesized code for iris

• US 10,445,546 B2
• Filed: 08/10/2017
• Issued: 10/15/2019
• Est. Priority Date: 01/23/2017
• Status: Active Grant

• Current Assignee: Samsung Electronics Co. Ltd. (Samsung Group)
• Original Assignee: Samsung Electronics Co. Ltd. (Samsung Group)
• Inventors: Kim, Jihye, Suh, Sungjoo, Lee, Hyunjeong, Choi, Chang Kyu
• Primary Examiner(s): Youssef, Menatoallah
• Application Number:
  US15/673,827
• Publication Number:
  US 20180211089A1
• Time in Patent Office: 796 Days
• CPC Class Codes: G06V 40/193 Preprocessing; Feature extraction
• CPC Class Codes: G06V 40/197 Matching; Classification
• CPC Class Codes: G06V 40/50 Maintenance of biometric data or enrolment thereof

Abstract

An authentication method and corresponding apparatus includes obtaining iris images, and constituting an enroll set including iris codes and mask codes corresponding to the iris images. The authentication method and corresponding apparatus also include generating a synthesized code including a synthesized iris code and a synthesized mask code based on correlations between the iris codes included in the enroll set in block units.

Claims

1. An authentication method, comprising:

obtaining iris images;

constituting an enroll set including iris codes and mask codes corresponding to the iris images; and

generating a synthesized code including a synthesized iris code and a synthesized mask code based on correlations between the iris codes included in the enroll set in block units;

wherein the generating of the synthesized code comprises;

calculating the correlations between the iris codes in the block units; and

determining, for each block position of the iris codes, the synthesized iris code and the synthesized mask code based on correlations with blocks that respectively correspond to different iris image positions.

2. The method of claim 1, wherein the generating of the synthesized code comprises:

determining, for each block position of the iris codes, a block having a greatest correlation with the blocks that respectively correspond to the different iris image positions; and

for each block position of the iris codes, determining an iris code of the block having the greatest correlation as a synthesized iris code of the corresponding block position, and determining a mask code corresponding to the iris code of the block having the greatest correlation as a synthesized mask code of the corresponding block position.

3. The method of claim 1, wherein the generating of the synthesized code comprises:

determining, for each block position of the iris codes, a block having a second greatest correlation with the blocks that respectively correspond to different iris image positions; and

for each block position of the iris codes, determining an iris code of the block having the second greatest correlation as a synthesized iris code of the corresponding block, and determining a mask code corresponding to the iris code of the block having the second greatest correlation as a synthesized mask code of the corresponding block.

4. The method of claim 1, wherein the calculating of the correlations in the block units comprises calculating correlations between blocks at respective identical positions of the iris codes.

5. The method of claim 1, wherein the calculating of the correlations in the block units comprises:

aligning the iris codes and the mask codes included in the enroll set; and

dividing the aligned iris codes and the aligned mask codes in the block units.

6. The method of claim 1, wherein the block units are different from each other or partially overlap.

7. The method of claim 1, further comprising:

updating the enroll set based on the synthesized code.

8. The method of claim 7, wherein the updating of the enroll set comprises:

adding the synthesized code to the enroll set; and

replacing the synthesized code with any one of the iris codes and the mask codes included in the enroll set.

9. The method of claim 1, further comprising:

generating an authentication iris code and an authentication mask code corresponding to an authentication iris image; and

authenticating the authentication iris image based on similarities between the authentication iris code and the iris codes included in the enroll set, and similarities between the authentication mask code and the mask codes included in the enroll set.

10. The method of claim 9, further comprising:

updating the enroll set by the authentication iris code and the authentication mask code based on the similarities.

11. The method of claim 10, wherein the updating comprises:

adding the authentication iris code and the authentication mask code to the enroll set;

aligning all of the iris codes and all of the mask codes included in the enroll set to which the authentication iris code and the authentication mask code are added;

calculating correlations between all of the iris codes in block units; and

generating the synthesized code by determining, for each block position of all the iris codes, the synthesized code and the synthesized mask code based on correlations with blocks that respectively correspond to different iris image positions.

12. The method of claim 1, wherein the constituting of the enroll set comprises:

generating the iris codes and the mask codes corresponding to the iris images using iris images having a measured quality greater than or equal to a threshold; and

constituting the enroll set using the iris codes and the mask codes.

13. The method of claim 1, wherein the obtaining comprises:

obtaining the iris images using a mobile device.

14. A non-transitory computer-readable storage medium storing instructions that, when executed by a processor, cause the processor to perform the method of claim 1.

16. The authentication apparatus of claim 7, wherein the processor is configured to generate the synthesized code by

determining, for each block position of the iris codes, a block having a greatest correlation with the blocks that respectively correspond to the different iris image positions,

determining, for each block position of the iris codes, an iris code of the block having the greatest correlation, and

determining a mask code corresponding to the iris code of the block having the greatest correlation as a synthesized mask code of the corresponding block position.

15. An authentication apparatus, comprising:

a sensor configured to photograph iris images; and

a processor configured to constitute an enroll set including iris codes and mask codes corresponding to the iris images, and generate a synthesized code including a synthesized iris code and a synthesized mask code based on correlations between the iris codes included in the enroll set in block units;

wherein the processor is configured to calculate the correlations between the iris codes in the block units, and generate the synthesized code by determining, for each block position of the iris codes, the synthesized iris code and the synthesized mask code based on correlations with blocks that respectively correspond to different iris image positions.

17. The authentication apparatus of claim 15, wherein the processor is configured to align the iris codes and the mask codes included in the enroll set, and divide the aligned iris codes and the aligned mask codes in the block units.

18. The authentication apparatus of claim 15, wherein the processor is configured to update the enroll set based on the synthesized code.

19. The authentication apparatus of claim 15, further comprising:

a communication interface configured to receive an authentication iris image,

wherein the processor is configured to generate an authentication iris code and an authentication mask code corresponding to the authentication iris image, and authenticate the authentication iris image based on similarities between the authentication iris code and the iris codes included in the enroll set, and similarities between the authentication mask code and the mask codes included in the enroll set.