Extended depth-of-field biometric system

• US 10,460,167 B2
• Filed: 07/20/2017
• Issued: 10/29/2019
• Est. Priority Date: 04/23/2015
• Status: Expired due to Fees

• Current Assignee: Global Bionic Optics Ltd
• Original Assignee: Global Bionic Optics Ltd
• Inventors: Mathieu, Gilles
• Primary Examiner(s): Carter, Aaron W
• Application Number:
  US15/655,747
• Publication Number:
  US 20180165501A1
• Time in Patent Office: 831 Days
• CPC Class Codes: G02B 27/0025 for optical correction, e.g. distorsion, aberration
• CPC Class Codes: G02B 27/0075 with means for altering, e.g. increasing, the depth of field or depth of focus
• CPC Class Codes: G06T 2200/21 involving computational photography
• CPC Class Codes: G06T 2207/20056 Discrete and fast Fourier transform, [DFT, FFT]
• CPC Class Codes: G06T 5/80 Geometric correction
• CPC Class Codes: G06V 40/19 Sensors therefor
• CPC Class Codes: G06V 40/193 Preprocessing; Feature extraction
• CPC Class Codes: G06V 40/197 Matching; Classification
• CPC Class Codes: H04N 23/80 Camera processing pipelines; Components thereof
• CPC Class Codes: H04N 23/958 for extended depth of field imaging
• CPC Class Codes: H04N 25/60 Noise processing, e.g. detecting, correcting, reducing or removing noise
• CPC Class Codes: H04N 25/618 for random or high-frequency noise
• CPC Class Codes: H04N 25/67 applied to fixed-pattern noise, e.g. non-uniformity of response
• CPC Class Codes: H04N 25/677 for reducing the column or line fixed pattern noise

Abstract

An iris recognition system may include an optical system having an intentional amount of spherical aberration that results in an extended depth of field. A raw image of an iris captured by the optical system may be normalized. In some embodiments, the normalized raw image may be processed to enhance the MTF of the normalized iris image. An iris code may be generated from the normalized raw image or the enhanced normalized raw image. The iris code may be compared to known iris codes to determine if there is a match.

Claims

1. A method of processing an extended depth-of-field (EDOF) image of an iris at an imaging wavelength km, comprising:

capturing a raw image of the iris, wherein the raw image has a reduced modulation transfer function (MTF) based on an optical system having an amount of spherical aberration (SA) of 0.2λ

_IM≤

SA≤

2λ

_IM;

processing the raw image;

accessing a wavelet base function, wherein the wavelet base function has a plurality of wavelet coefficients;

projecting at least a portion of the processed raw image on the wavelet base function;

identifying a plurality of modulated equalization coefficients from the projection; and

generating an iris code based on the plurality of modulated equalization coefficients.

2. The method of claim 1, wherein the wavelet base function comprises a Gabor function or a Log-Gabor function.

3. The method of claim 1, wherein generating the iris code based on the coefficients of the wavelet base function and the processed raw image comprises applying the plurality of modulated equalization coefficients to the processed raw image.

4. The method of claim 1, further comprising generating a polar coordinate iris image from the raw image, wherein the processing is performed on the polar coordinate iris image.

5. The method of claim 1, further comprising storing the iris code in an iris enrollment database.

6. The method of claim 1, further comprising comparing the iris code to one or more known iris codes.

7. The method of claim 6, wherein the known iris codes were originally obtained by an optical system having no enhanced depth of field function.

8. The method of claim 7, wherein the known iris codes were originally obtained by an optical system having an enhanced depth of field function without MTF enhancement.

9. The method of claim 7, wherein the optical system comprises a single lens system.

10. The method of claim 9, wherein an aperture stop for the optical system is located at a position that minimizes comatic aberration.

11. The method of claim 9, wherein the single lens comprises glass or plastic.

12. The method of claim 9, wherein the single lens comprises a rotationally symmetric optical component.

13. The method of claim 9, wherein the single lens comprises a spherical refractive surface.

14. A method of processing an extended depth-of-field (EDOF) image of an iris at an imaging wavelength km, comprising:

capturing a raw image of the iris, wherein the raw image has a reduced modulation transfer function (MTF) based on an optical system having an amount of spherical aberration (SA) of 0.2λ

_IM≤

SA≤

2λ

_IM;

generating a polar coordinate iris image from the raw image;

accessing a wavelet base function, wherein the wavelet base function has a plurality of wavelet coefficients;

projecting at least a portion of the polar coordinate iris image on the wavelet base function;

identifying a plurality of modulated equalization coefficients from the projection; and

generating an iris code based on the plurality of modulated equalization coefficients.

15. The method of claim 14, wherein generating the polar coordinate iris image from the raw image comprises removing portions of the raw image that lack information about the iris.

16. The method of claim 15, wherein removing portions of the raw image that lack information about the iris comprises removing portions of the raw image that are not within the external iris boundary and outside of the internal pupil boundary.

17. The method of claim 14, wherein the polar coordinate iris image requires less than 10% of a number of bytes of data that are required for the raw image.

18. The method of claim 14, wherein the polar coordinate iris image requires less than 5% of a number of bytes of data that are required for the raw image.

19. A system for processing an extended depth-of-field (EDOF) image of an iris at an imaging wavelength KIM, comprising:

an optical system having an amount of spherical aberration (SA) of 0.2λ

_IM≤

SA≤

2λ

_IM, the optical system being configured to form on an image sensor a raw image having reduced a modulation transfer function (MTF) based on the spherical aberration; and

a controller electrically connected to the image sensor, wherein the controller is configured to access a wavelet base function, process the raw image, project at least a portion of the processed raw image on the wavelet base function, identify a plurality of modulated equalization coefficients from the projection, and generate an iris code based on the plurality of modulated equalization coefficients and the processed raw image, wherein the wavelet base function has a plurality of wavelet coefficients.

20. A system for processing an extended depth-of-field (EDOF) image of an iris at an imaging wavelength KIM, comprising:

an optical system having an amount of spherical aberration (SA) of 0.2λ

_IM≤

SA≤

2λ

_IM, the optical system being configured to form on an image sensor a raw image having reduced a modulation transfer function (MTF) based on the spherical aberration; and

a controller electrically connected to the image sensor, wherein the controller is configured to access a wavelet base function, generate a polar coordinate iris image from the raw image, project at least a portion of the polar coordinate iris image on the wavelet base function, identify a plurality of modulated equalization coefficients from the projection, and generate an iris code based on the plurality of modulated equalization coefficients and the polar coordinate iris image, wherein the wavelet base function has a plurality of wavelet coefficients.