Methods for performing biometric recognition of a human eye and corroboration of same

• US 8,798,334 B2
• Filed: 03/13/2013
• Issued: 08/05/2014
• Est. Priority Date: 11/11/2005
• Status: Active Grant

• Current Assignee: EyeLock LLC (VOXX International Corporation)
• Original Assignee: Eyelock Corporation (VOXX International Corporation)
• Inventors: Hanna, Keith J., Hoyos, Hector T.
• Primary Examiner(s): Park, Edward
• Application Number:
  US13/800,525
• Publication Number:
  US 20130294659A1
• Time in Patent Office: 510 Days
• Field of Search: 382/115, 382/117, 382/124
• US Class Current: 382/117
• CPC Class Codes: G06F 18/22 Matching criteria, e.g. proximity measures
• CPC Class Codes: G06T 7/20 Analysis of motion motion estimation for coding, decoding, compressing or decompressing digital video signals H04N19/43, H04N19/51
• CPC Class Codes: G06V 10/141 Control of illumination
• CPC Class Codes: G06V 40/161 Detection; Localisation; Normalisation
• CPC Class Codes: G06V 40/165 using facial parts and geometric relationships
• CPC Class Codes: G06V 40/19 Sensors therefor
• CPC Class Codes: G06V 40/197 Matching; Classification
• CPC Class Codes: G06V 40/40 Spoof detection, e.g. liveness detection
• CPC Class Codes: G06V 40/45 Detection of the body part being alive
• CPC Class Codes: G06V 40/70 Multimodal biometrics, e.g. combining information from different biometric modalities
• CPC Class Codes: H04N 23/611 where the recognised objects include parts of the human body

Abstract

A method of biometric recognition is provided. Multiple images of the face or other non-iris image and iris of an individual are acquired. If the multiple images are determined to form an expected sequence of images, the face and iris images are associated together. A single camera preferably acquires both the iris and face images by changing at least one of the zoom, position, or dynamic range of the camera. The dynamic range can be adjusted by at least one of adjusting the gain settings of the camera, adjusting the exposure time, and/or adjusting the illuminator brightness. The expected sequence determination can be made by determining if the accumulated motion vectors of the multiple images is consistent with an expected set of motion vectors and/or ensuring that the iris remains in the field of view of all of the multiple images.

Claims

1. A method of biometric acquisition, comprising the steps of:

(a) acquiring, by a sensor, a first image of an iris comprising a reflection of a first illumination pattern;

(b) acquiring, by the sensor, a second image of the iris comprising a reflection of a second illumination pattern within a predetermined time frame, the second illumination pattern different from the first illumination pattern;

(c) creating a third image by subtracting the first image from the second image;

(d) identifying at least one specularity as having a corresponding image intensity above a predetermined threshold on the third image;

(e) determining a value of deformation or magnification of the first illumination pattern in the corresponding reflection, and

(f) comparing the determined value to a value of deformation or magnification pre-determined from a reflection occurring off a live eye.

2. The method of claim 1, further comprising attributing the at least one specularity to one of the first illumination pattern and the second illumination pattern.

3. The method of claim 1, further comprising subtracting the at least one specularity from one of the first and second image.

4. The method of claim 1, further comprising acquiring the first image and the second image from a subject in motion.

5. The method of claim 1, further comprising providing the first illumination pattern and the second illumination pattern so that the corresponding reflections do not overlap when overlaid.

6. The method of claim 1, further comprising providing the first illumination pattern to include a non-illuminated portion.

7. The method of claim 1, comprising identifying a deformed version of the first illumination pattern in the corresponding reflection, consistent with a reflection off a live eye.

8. A method of biometric acquisition, comprising:

(a) acquiring, by a sensor, a first image of an iris comprising a reflection of a first illumination pattern;

(b) acquiring, by the sensor, a second image of the iris comprising a reflection of a second illumination pattern within a predetermined time frame, the second illumination pattern different from the first illumination pattern;

(c) creating a third image by subtracting the first image from the second image;

(d) identifying at least one specularity as having a corresponding image intensity above a predetermined threshold on the third image;

(f) providing the second illumination pattern as a modification of the first illumination pattern within a short period of time and unpredictably to a corresponding subject; and

(e) monitoring a corresponding change in the reflection for consistency with that of a live eye.

9. A method of biometric acquisition, comprising:

(a) acquiring, by a sensor, a first image of an iris comprising a reflection of a first illumination pattern;

(b) acquiring, by the sensor, a second image of the iris comprising a reflection of a second illumination pattern within a predetermined time frame, the second illumination pattern different from the first illumination pattern;

(c) creating a third image by subtracting the first image from the second image;

(d) identifying at least one specularity as having a corresponding image intensity above a predetermined threshold on the third image;

(e) providing the second illumination pattern as a modification of the first illumination pattern in arrangement or displacement; and

(f) monitoring a corresponding change in the reflection off the iris relative to a change in a reflection off a corneal surface.

10. A system of biometric acquisition, comprising:

a sensor, acquiring a first image of an iris comprising a reflection of a first illumination pattern, and a second image of the iris comprising a reflection of a second illumination pattern within a predetermined time frame, the second illumination pattern different from the first illumination pattern; and

a processor, creating a third image by subtracting the first image from the second image, and identifying at least one specularity as having a corresponding image intensity above a predetermined threshold on the third image,

wherein the processor determines a value of deformation or magnification of the first illumination pattern in the corresponding reflection, and compares the determined value to a value of deformation or magnification pre-determined from a reflection occurring off a live eye.

11. The system of claim 10, wherein the processor attributes the at least one specularity to one of the first illumination pattern and the second illumination pattern.

12. The system of claim 10, wherein the processor subtracts the at least one specularity from one of the first and second image.

13. The system of claim 10, wherein the sensor acquires the first image and the second image from a subject in motion.

14. The system of claim 10, further comprising at least one illumination source providing the first illumination pattern and the second illumination pattern so that the corresponding reflections do not overlap when overlaid.

15. The system of claim 10, further comprising at least one illumination source providing the first illumination pattern to include a non-illuminated portion.

16. The system of claim 10, wherein the processor identifies a deformed version of the first illumination pattern in the corresponding reflection, consistent with a reflection off a live eye.

17. A system of biometric acquisition, comprising:

a sensor, acquiring a first image of an iris comprising a reflection of a first illumination pattern, and a second image of the iris comprising a reflection of a second illumination pattern within a predetermined time frame, the second illumination pattern different from the first illumination pattern;

a processor, creating a third image by subtracting the first image from the second image, and identifying at least one specularity as having a corresponding image intensity above a predetermined threshold on the third image; and

at least one illumination source, providing the second illumination pattern as a modification of the first illumination pattern within a short period of time and unpredictably to a corresponding subject, wherein the processor monitors a corresponding change in the reflection for consistency with that of a live eye.

18. A system of biometric acquisition, comprising:

a sensor, acquiring a first image of an iris comprising a reflection of a first illumination pattern, and a second image of the iris comprising a reflection of a second illumination pattern within a predetermined time frame, the second illumination pattern different from the first illumination pattern;

a processor, creating a third image by subtracting the first image from the second image, and identifying at least one specularity as having a corresponding image intensity above a predetermined threshold on the third image; and

at least one illumination source providing the second illumination pattern as a modification of the first illumination pattern in arrangement or displacement,

wherein the processor monitors a corresponding change in the reflection off the iris relative to a change in a reflection off a corneal surface.