Method and apparatus for recognizing a protrusion on a face

• US 8,698,914 B2
• Filed: 06/22/2010
• Issued: 04/15/2014
• Est. Priority Date: 06/22/2009
• Status: Active Grant

• Current Assignee: S1 Corporation (ACI Worldwide Incorporated)
• Original Assignee: S1 Corporation (ACI Worldwide Incorporated)
• Inventors: Irmatov, Anwar Adkhamovich, Buryak, Dmitry Yurievich, Kuznetsov, Victor Dmitrievich, Cherdakov, Dmitry Vladimirovich, Yang, Hae-Kwang, Lee, Dong Sung
• Primary Examiner(s): LAM, HUNG H
• Application Number:
  US13/380,158
• Publication Number:
  US 20120140091A1
• Time in Patent Office: 1,393 Days
• Field of Search: 348/68, 348/131, 348/132, 348/258, 348/353, 348/356, 348/365, 348/370
• US Class Current: 348/222.1
• CPC Class Codes: G06T 2207/10152 Varying illumination
• CPC Class Codes: G06T 2207/30201 Face
• CPC Class Codes: G06T 7/586 from multiple light sources, e.g. photometric stereo
• CPC Class Codes: G06V 40/166 using acquisition arrangements
• CPC Class Codes: G06V 40/40 Spoof detection, e.g. liveness detection

Abstract

A method and apparatus for recognizing a protrusion on a face is proposed. The apparatus forms two images, wherein one is formed in a condition in which a target is lighted and another is formed in a condition in which the target is non-lighted. Face regions are detected from the images respectively and then are compared each other. Then, analyzing change in intensity for indicating change in contrast of the compared regions is performed. Based on the result of the analyzing, it is determined whether there is a protrusion in a face presented in the images.

Claims

1. A method for recognizing a protrusion on a face, comprising:

forming a first image of a target in a condition in which the target is lighted and a second image of the target in a condition in which the target is non-lighted to obtain two images of the target;

detecting a face region from the first image and a face region of the second image from the second image, respectively;

comparing the face regions detected from the first and second images;

analyzing a change of contrast in the face regions; and

determining a protruding degree of a face corresponding to the first and second images based on the result of the analyzing.

2. The method of claim 1, wherein the detecting obtains coordinates of the face regions detected from the first image and the second image.

3. The method of claim 2, wherein the comparing

extracts the face region from the image based on the coordinates, normalizes the face region, finds at least one characteristic point from the face region, and adjusts the face region based on coordinates of the characteristic point.

4. The method of claim 3, wherein the characteristic point includes points corresponding to a center, outer corners of eyes, nose wing, and corner of a mouth in the face region, and at least one pair of characteristic points is obtained from them.

5. The method of claim 1, wherein the analyzing compares intensity of indicating change in contrast of the face region obtained from the first image and intensity of indicating change in contrast of the face region obtained from the second image based on contrast values of pixels included in the face regions, and calculates statistic estimation vectors for indicating change in the intensity of the face regions.

6. The method of claim 5, wherein the determining applies a binary classification function to the statistical estimation vectors to determine the protruding degree of a face.

7. An apparatus for recognizing a protrusion on a face, comprising:

an image forming device for forming a first image of a target in a condition in which the target is lighted and a second image of the target in a condition in which the target is non-lighted to obtain two images of the target;

a face region searching device for detecting a face region from the first image and a face region from the second image;

a searched region comparison device for comparing the face regions detected from the first and second images;

an analyzing device for analyzing change in contrast of the face regions; and

a protruding determination device for determining protruding degree of a face corresponding to the first and second images based on the result of the analyzing.

8. The apparatus of claim 7, wherein the image forming device includes

a camera for photographing a target and a frame grabber for driving the camera and forms the first image and the second image.

9. The apparatus of claim 7, wherein the face region searching device take coordinates of the face regions detected from the first image and the second image, respectively.

10. The apparatus of claim 7, wherein the searched region comparison device extracts the face region from the image based on the coordinates, normalizes the face region, finds at least one characteristic point from the face region, and adjusts the face region based on coordinates of the characteristic point.

11. The apparatus of claim 10, wherein the characteristic point includes at least one of points corresponding to a center, outer corners of eyes, nose wing, and corner of a mouth in the face region.

12. The apparatus of claim 7, wherein the analyzing device compares intensity for indicating change in contrast of pixels included in corresponding regions for the face regions and calculates statistical estimation vectors based on change in the intensity of the face regions.

13. The apparatus of claim 12, wherein the protruding determination device applies a binary classification function to the statistical estimation vectors to determine the protruding degree of a face.