Synchronizing an illumination sequence of illumination sources with image capture in rolling shutter mode
Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for a biometric authentication system. In one aspect, a method includes receiving, at one or more processing devices, data corresponding to a first set of pixels of an image sensor. The first set of pixels are exposed under illumination by a first source. Data corresponding to a second set of pixels of the image sensor is received, at the one or more processing devices. The second set of pixels are exposed under illumination by a second source that is spatially separated from the first source. A three-dimensional image is generated using the data corresponding to the first set of pixels as a first image of a pair of photometric stereo images, and the data corresponding to the second set of pixels as a second image of the pair of photometric stereo images.
1. A computer-implemented method for generating a three-dimensional (3D) image, the method comprising:
receiving, at one or more processing devices, data corresponding to a first set of pixels of an image sensor of a camera that are exposed by a rolling shutter of the camera under illumination by a first source;
receiving, at the one or more processing devices, data corresponding to a second set of pixels of the image sensor of the camera that are exposed by the rolling shutter of the camera under illumination by a second source,
wherein the first set of pixels is at least partially distinct from the second set of pixels, and wherein the first set of pixels is exposed at least partially at different times compared to the second set of pixels;
generating the 3D image using the data corresponding to the first set of pixels as a first image of a pair of stereo images, and the data corresponding to the second set of pixels as a second image of the pair of stereo images;
determining that a subject in the 3D image corresponds to an alternative representation of a live person; and
responsive to determining that the subject in the 3D image corresponds to the alternative representation of a live person, preventing access to a secure system.
2. The computer-implemented method of claim 1 , wherein the rolling shutter exposes the first and second sets of pixels in a row-wise manner.
3. The computer-implemented method of claim 1 , wherein the rolling shutter exposes the first and second sets of pixels in a column-wise manner.
4. The computer-implemented method of claim 1 , wherein the first source is activated at a higher intensity than the second source at a time of exposure of the first set of pixels.
5. The computer-implemented method of claim 1 , wherein the second source is activated at a higher intensity than the first source at a time of exposure of the first set of pixels.
6. The computer-implemented method of claim 1 , wherein the first source is activated at a different wavelength than the second source at a time of exposure of the first set of pixels.
7. The computer-implemented method of claim 1 , wherein the first source is spatially separated from the second source.
8. The computer-implemented method of claim 1 , wherein the first source and the second source each comprise one or more light emitting diodes.
9. One or more non-transitory computer-readable storage media coupled to one or more processors and having instructions stored thereon which, when executed by the one or more processors, cause the one or more processors to perform operations comprising:
receiving data corresponding to a first set of pixels of an image sensor of a camera that are exposed by a rolling shutter of the camera under illumination by a first source;
receiving data corresponding to a second set of pixels of the image sensor of the camera that are exposed by the rolling shutter of the camera under illumination by a second source,
wherein the first set of pixels is at least partially distinct from the second set of pixels, and wherein the first set of pixels is exposed at least partially at different times compared to the second set of pixels;
generating a three-dimensional (3D) image using the data corresponding to the first set of pixels as a first image of a pair of stereo images, and the data corresponding to the second set of pixels as a second image of the pair of stereo images;
determining that a subject in the 3D image corresponds to an alternative representation of a live person; and
responsive to determining that the subject in the 3D image corresponds to the alternative representation of a live person, preventing access to a secure system.
10. The computer-readable storage media of claim 9 , wherein the rolling shutter exposes the first and second sets of pixels in a row-wise manner.
11. The computer-readable storage media of claim 9 , wherein the rolling shutter exposes the first and second sets of pixels in a column-wise manner.
12. The computer-readable storage media of claim 9 , wherein the first source is activated at a higher intensity than the second source at a time of exposure of the first set of pixels.
13. The computer-readable storage media of claim 9 , wherein the second source is activated at a higher intensity than the first source at a time of exposure of the first set of pixels.
14. A system, comprising:
a rolling shutter;
a first illumination source;
a second illumination source;
a one or more processing devices configured to perform operations comprising:
receiving data corresponding to a first set of pixels of an image sensor of a camera that are exposed by the rolling shutter of the camera under illumination by the first illumination source;
receiving data corresponding to a second set of pixels of the image sensor of the camera that are exposed by the rolling shutter of the camera under illumination by the second illumination source,
wherein the first set of pixels is at least partially distinct from the second set of pixels, wherein the first set of pixels is exposed at least partially at different times compared to the second set of pixels, wherein the first set of pixels is included in a first set of rows of the image sensor, wherein the second set of pixels is included in a second set of rows of the image sensor, and wherein the first set of rows and the second set of rows are intermixed with one another; and
generating a three-dimensional (3D) image using the data corresponding to the first set of pixels as a first image of a pair of stereo images, and the data corresponding to the second set of pixels as a second image of the pair of stereo images.
15. The system of claim 14 , wherein the rolling shutter exposes the first and second sets of pixels in a row-wise manner.
16. The system of claim 14 , wherein the rolling shutter exposes the first and second sets of pixels in a column-wise manner.
17. The system of claim 14 , wherein the first illumination source is activated at a higher intensity than the second illumination source at a time of exposure of the first set of pixels.