METHOD AND APPARATUS FOR IRIS RECOGNITION USING NATURAL LIGHT
A method, apparatus and computer program product are provided for iris recognition using natural light. A method is provided for receiving, at a user device, a plurality of iris images. The iris images are captured using natural light. The method also includes generating a composite iris ring based on the plurality of iris images, receiving an iris pattern, comparing the composite iris ring to the iris pattern, and determining a match probability based on the comparison of the composite iris ring to the iris pattern.
1 . A method comprising:
receiving, at a user device, a plurality of iris images, wherein the iris images are captured using natural light;
generating a composite iris ring based on the plurality of iris images;
receiving an iris image pattern;
comparing the composite iris ring to the iris pattern; and
determining a match probability based on the comparison of the composite iris ring to the iris pattern.
2 . The method of claim 1 further comprising:
determining an iris boundary and a pupil boundary defining an iris ring in the respective iris images of the plurality of iris images; and
segmenting the iris ring from the respective iris images of the plurality of iris images.
3 . The method of claim 2 further comprising:
extracting unclear regions from the iris ring, wherein the generating a composite iris ring is further based on clear regions of the iris ring.
4 . The method of claim 1 further comprising:
matching iris pattern and iris ring resolution, wherein the comparison of the iris ring and iris pattern is further based on the iris ring and iris pattern having a matched resolution.
5 . The method of claim 1 further comprising:
determining an exposure period based on available natural light; and
capturing a plurality of iris images, wherein the capture of the plurality of iris images is performed using the determined exposure period.
6 . The method of claim 1 further comprising:
determining if the match probability satisfies a predetermined match threshold.
7 . The method of claim 2 further comprising:
segmenting the iris ring into iris ring segments.
8 . An apparatus comprising at least one processor and at least one memory including computer program code, the at least one memory and computer program code configured to, with the processor, cause the apparatus to at least:
receive a plurality of iris images, wherein the iris images are captured using natural light;
generate a composite iris ring based on the plurality of iris images;
receive an iris image pattern;
compare the composite iris ring to the iris pattern; and
determine a match probability based on the comparison of the composite iris ring to the iris pattern.
9 . The apparatus of claim 8 , wherein the at least one memory and the computer program code are further configured to:
determine an iris boundary and a pupil boundary defining an iris ring in the respective iris images of the plurality of iris images; and
segment the iris ring from the respective iris images of the plurality of iris images.
10 . The apparatus of claim 9 , wherein the at least one memory and the computer program code are further configured to:
extract unclear regions from the iris ring, wherein the generating a composite iris ring is further based on clear regions of the iris ring.
11 . The apparatus of claim 8 , wherein the at least one memory and the computer program code are further configured to:
match iris pattern and iris ring resolution, wherein the comparison of the iris ring and iris pattern is further based on the iris ring and iris pattern having a matched resolution.
12 . The apparatus of claim 8 , wherein the at least one memory and the computer program code are further configured to:
determine an exposure period based on available natural light; and
capture a plurality of iris images, wherein the capture of the plurality of iris images is performed using the determined exposure period.
13 . The apparatus of claim 8 , wherein the at least one memory and the computer program code are further configured to:
determine if the match probability satisfies a predetermined match threshold.
14 . The apparatus of claim 8 , wherein the at least one memory and the computer program code are further configured to:
segment the iris ring into iris ring segments.
15 . A computer program product comprising at least one non-transitory computer-readable storage medium having computer-executable program portions stored therein, the computer-executable program code portions comprising program code instructions configured to:
receive a plurality of iris images, wherein the iris images are captured using natural light;
generate a composite iris ring based on the plurality of iris images;
receive an iris image pattern;
compare the composite iris ring to the iris pattern; and
determine a match probability based on the comparison of the composite iris ring to the iris pattern.
16 . The computer program product of claim 15 , wherein the computer-executable program code portions further comprise program code instructions configured to:
determine an iris boundary and a pupil boundary defining an iris ring in the respective iris images of the plurality of iris images; and
segment the iris ring from the respective iris images of the plurality of iris images.
17 . The computer program product of claim 15 , wherein the computer-executable program code portions further comprise program code instructions configured to:
segment the iris ring into iris ring segments;
extract unclear regions from the iris ring, wherein the unclear regions are unclear iris ring segments; and
wherein the generating a composite iris ring is further based on clear regions of the iris ring.
18 . The computer program product of claim 15 , wherein the computer-executable program code portions further comprise program code instructions configured to:
match iris pattern and iris ring resolution, wherein the comparison of the iris ring and iris pattern is further based on the iris ring and iris pattern having a matched resolution.
19 . The computer program product of claim 15 , wherein the computer-executable program code portions further comprise program code instructions configured to:
determine an exposure period based on available natural light; and
capture a plurality of iris images, wherein the capture of the plurality of iris images is performed using the determined exposure period.
20 . The computer program product of claim 15 , wherein the computer-executable program code portions further comprise program code instructions configured to:
determine if the match probability satisfies a predetermined match threshold.