Accumulation and confidence assignment of iris codes
Systems and methods pertaining to iris recognition are disclosed. A system is disclosed comprising an iris imager configured to acquire an iris image, and a processor configured to receive a first plurality of iris images from the iris imager, generate a first plurality of iris codes corresponding to the first plurality of iris images, generate a distribution metric corresponding to an iris cell location, generate a first composite iris code using the distribution metric, and generate a first match value using the first composite iris code and a first stored iris code.
1. A system comprising:
an iris imager configured to output iris images of an eye having an iris, the iris associated with a first iris cell location and with a second iris cell location; and
one or more processors configured to perform a method comprising:
receiving a first iris image from the iris imager, the first iris image comprising a first iris cell corresponding to a first iris cell location;
receiving a second iris image from the iris imager, the second iris image comprising a second iris cell corresponding to a second iris cell location different from the first iris cell location;
generating a first composite iris code associated with the eye, the first composite iris code based on the first iris image and based further on the second iris image, the first composite iris code comprising a third iris cell corresponding to the first iris cell location and further comprising a fourth iris cell corresponding to the second iris cell location;
comparing the first composite iris code and a first stored iris code; and
generating a first iris match value based on the comparison, wherein generating the first composite iris code comprises:
applying a first distribution metric to the first iris image to determine the third iris cell, and
applying a second distribution metric to the second iris image to determine the fourth iris cell.
2. The system of claim 1 , further comprising a wearable head device having a display, wherein the eye is an eye of a user of the wearable head device and the wearable head device comprises the iris imager.
3. The system of claim 1 , wherein the method further comprises:
determining whether the first iris match value exceeds a threshold value;
in accordance with a determination that the first iris match value exceeds the threshold value, permitting the user to access a function associated with the wearable head device; and
in accordance with a determination that the first iris match value does not exceed the threshold value, denying the user access to the function.
4. The system of claim 1 , wherein the first match value comprises one of a soft Hamming Distance, a median Hamming Distance, and a fuzzy Z-score.
5. The system of claim 1 , wherein:
applying the first distribution metric to the first iris image comprises:
determining a first iris code based on the first iris image; and
determining that a value of the first iris code, the value corresponding to the first iris cell, is a dominant value; and
applying the second distribution metric to the second iris image comprises:
determining a second iris code based on the second iris image; and
determining that a value of the second iris code, the value corresponding to the second iris cell, is a dominant value.
6. The system of claim 5 , wherein applying the first distribution metric to the first iris image further comprises determining the first iris code in response to a determination that the first iris image exceeds a reliability threshold.
7. A method comprising:
receiving a first iris image from an iris imager configured to output iris images of an eye having an iris, the iris associated with a first iris cell location and with a second iris cell location, the first iris image comprising a first iris cell corresponding to a first iris cell location;
receiving a second iris image from the iris imager, the second iris image comprising a second iris cell corresponding to a second iris cell location different from the first iris cell location;
generating a first composite iris code associated with the eye, the first composite iris code based on the first iris image and based further on the second iris image, the first composite iris code comprising a third iris cell corresponding to the first iris cell location and further comprising a fourth iris cell corresponding to the second iris cell location;
comparing the first composite iris code and a first stored iris code; and
generating a first iris match value based on the comparison, wherein generating the first composite iris code comprises:
applying a first distribution metric to the first iris image to determine the third iris cell, and
applying a second distribution metric to the second iris image to determine the fourth iris cell.
8. The method of claim 7 , wherein the eye is an eye of a user of a wearable head device and the wearable head device comprises the iris imager.
9. The method of claim 7 , further comprising:
determining whether the first iris match value exceeds a threshold value;
in accordance with a determination that the first iris match value exceeds the threshold value, permitting the user to access a function associated with the wearable head device; and
in accordance with a determination that the first iris match value does not exceed the threshold value, denying the user access to the function.
10. The method of claim 7 , wherein the first match value comprises one of a soft Hamming Distance, a median Hamming Distance, and a fuzzy Z-score.
11. The method of claim 7 , wherein:
applying the first distribution metric to the first iris image comprises:
determining a first iris code based on the first iris image; and
determining that a value of the first iris code, the value corresponding to the first iris cell, is a dominant value; and
applying the second distribution metric to the second iris image comprises:
determining a second iris code based on the second iris image; and
determining that a value of the second iris code, the value corresponding to the second iris cell, is a dominant value.
12. The method of claim 11 , wherein applying the first distribution metric to the first iris image further comprises determining the first iris code in response to a determination that the first iris image exceeds a reliability threshold.
13. A non-transitory computer-readable medium comprising instructions which, when executed by one or more processors, cause the one or more processors to perform a method comprising:
receiving a first iris image from an iris imager configured to output iris images of an eye having an iris, the iris associated with a first iris cell location and with a second iris cell location, the first iris image comprising a first iris cell corresponding to a first iris cell location;
receiving a second iris image from the iris imager, the second iris image comprising a second iris cell corresponding to a second iris cell location different from the first iris cell location;
generating a first composite iris code associated with the eye, the first composite iris code based on the first iris image and based further on the second iris image, the first composite iris code comprising a third iris cell corresponding to the first iris cell location and further comprising a fourth iris cell corresponding to the second iris cell location;
comparing the first composite iris code and a first stored iris code; and
generating a first iris match value based on the comparison,
wherein generating the first composite iris code comprises:
applying a first distribution metric to the first iris image to determine the third iris cell, and
applying a second distribution metric to the second iris image to determine the fourth iris cell.
14. The non-transitory computer-readable medium of claim 13 , wherein the eye is an eye of a user of a wearable head device and the wearable head device comprises the iris imager.
15. The non-transitory computer-readable medium of claim 13 , wherein the method further comprises:
determining whether the first iris match value exceeds a threshold value;
in accordance with a determination that the first iris match value exceeds the threshold value, permitting the user to access a function associated with the wearable head device; and
in accordance with a determination that the first iris match value does not exceed the threshold value, denying the user access to the function.
16. The non-transitory computer-readable medium of claim 13 , wherein the first match value comprises one of a soft Hamming Distance, a median Hamming Distance, and a fuzzy Z-score.
17. The non-transitory computer-readable medium of claim 13 , wherein:
applying the first distribution metric to the first iris image comprises:
determining a first iris code based on the first iris image; and
determining that a value of the first iris code, the value corresponding to the first iris cell, is a dominant value; and
applying the second distribution metric to the second iris image comprises:
determining a second iris code based on the second iris image; and
determining that a value of the second iris code, the value corresponding to the second iris cell, is a dominant value.
18. The non-transitory computer-readable medium of claim 17 , wherein applying the first distribution metric to the first iris image further comprises determining the first iris code in response to a determination that the first iris image exceeds a reliability threshold.