Systems and methods for measuring depth using images captured by camera arrays
View Patent ↗A camera array, an imaging device and/or a method for capturing image that employ a plurality of imagers fabricated on a substrate is provided. Each imager includes a plurality of pixels. The plurality of imagers include a first imager having a first imaging characteristics and a second imager having a second imaging characteristics. The images generated by the plurality of imagers are processed to obtain an enhanced image compared to images captured by the imagers. Each imager may be associated with an optical element fabricated using a wafer level optics (WLO) technology.
1. A camera array, comprising:
a plurality of cameras configured to capture images of a scene, where each camera comprises:
optics comprising at least one lens element and at least one aperture; and
a sensor comprising a two dimensional array of pixels and control circuitry for controlling imaging parameters;
a controller configured to control operation parameters of the plurality of cameras; and
an image processing pipeline module comprising a parallax confirmation and measurement module;
wherein one of the plurality of cameras includes a central camera and the plurality of cameras forms:
at least one row of cameras above the central camera; at least one row of cameras below the central camera; at least one column of cameras to the left of the central camera; and
at least one column of cameras to the right of the central camera; wherein images captured by the plurality of cameras include different occlusions sets, where the occlusion set of a first camera is the portion of a scene visible to a second camera in the plurality of cameras that is occluded from the view of the first camera;
wherein cameras having the same imaging characteristics and spectral filter are located in locations selected from the group consisting of:
locations including at least one row in the camera array above the central camera and at least one row in the camera array below the central camera; and
locations including at least one column in the camera array to the left of the central camera and at least one column in the camera array to the right of the central camera;
wherein the image processing pipeline module comprises a parallax confirmation and measurement module configured to measure parallax using images captured by the plurality of cameras by:
detecting parallax-induced changes that are consistent across all of the images taking into account the position of the cameras that captured the images; and
ignoring pixels in the images captured by the plurality of cameras that are in the occlusion set of the central camera; and wherein the parallax confirmation and measurement module is further configured to estimate distance to an object visible in images captured by the plurality of cameras using measured parallax.
2. The camera array of claim 1 , wherein the parallax confirmation and measurement module is further configured to generate a depth map using measured parallax.
3. The camera array of claim 1 , wherein the image processing pipeline module further comprises a super-resolution processing module configured to generate at least one higher resolution image using images captured by the plurality of cameras and parallax measurements from the parallax confirmation and measurement module to compensate for parallax in the captured images.
4. The camera array of claim 3 , wherein the parallax information includes a depth map.
5. The camera array of claim 4 , wherein the super-resolution processing module is configured to select at least one distance as a focal plane and to apply blurring to pixels in at least one higher resolution image with depths in the depth map that are not proximate a focal plane.
6. The camera array of claim 1 , wherein the camera array comprises a 3×3 array of cameras.
7. The camera array of claim 1 , wherein the camera array comprises a 4×4 array of cameras.
8. The camera array of claim 1 , wherein the camera array comprises a 5×5 array of cameras.
9. The camera array of claim 1 , wherein each camera includes a spectral filter configured to pass a specific spectral band of light selected from the group consisting of a Bayer filter, one or more Blue filters, one or more Green filters, one or more Red filters, one or more shifted spectral filters, one or more near-IR filters, and one or more hyper-spectral filters.
10. The camera array of claim 1 , wherein at least two cameras include a Red filter, at least two cameras include a Green filter, and at least two cameras include a Blue filter.
11. The camera array of claim 10 , wherein at least two cameras include a near-IR filter.
12. The camera array of claim 1 , wherein at least one camera is selected from the group consisting of: a polychromatic camera; and a near-IR camera.
13. The camera array of claim 1 , wherein the plurality of cameras comprises at least one camera of a first type that includes a spectral filter configured to pass a first spectral band of light and at least one camera of a second type that includes a spectral filter configured to pass a second spectral band of light.
14. The camera array of claim 13 , wherein the control circuitry of the cameras including different types of filters configures the cameras to operate with at least one difference in operating parameters.
15. The camera array of claim 14 , wherein the at least one difference in operating parameters includes at least one imaging parameter selected from the group consisting of exposure time, gain, and black level offset.
16. The camera array of claim 13 , wherein the plurality of cameras comprises a distribution of cameras selected from the group consisting of: a symmetric distribution of cameras of different types; and an irregular distribution of cameras of different types.
17. The camera array of claim 1 , wherein the camera array is a monolithic camera array assembly comprising:
a lens element array forming the optics of each camera; and
a single semiconductor substrate on which all of the pixels and control circuitry for each camera are formed.
18. The camera array of claim 1 , wherein the plurality of cameras are formed on separate semiconductor substrates.
19. A camera array, comprising:
a plurality of cameras configured to capture images of a scene, where each camera is formed on a separate semiconductor substrate and comprises:
optics comprising at least one lens element and at least one aperture; and
a sensor comprising a two dimensional array of pixels and control circuitry for controlling imaging parameters; and
at least one spectral filter located within the camera, where each spectral filter is configured to pass a specific spectral band of light;
a controller configured to control operation parameters of the plurality of cameras; and
an image processing pipeline module comprising a parallax confirmation and measurement module;
wherein one of the plurality of cameras includes a central camera and the plurality of cameras forms:
at least one row of cameras above the central camera;
at least one row of cameras below the central camera;
at least one column of cameras to the left of the central camera; and
at least one column of cameras to the right of the central camera;
wherein the plurality of cameras comprises at least one camera of a first type that includes a spectral filter configured to pass a first spectral band of light and at least one camera of second type that includes a spectral filter configured to pass a second spectral band of light;
wherein the control circuitry of the cameras including different types of filters configures the cameras to operate with at least one difference in operating parameters;
wherein cameras having the same imaging characteristics and spectral filter are located in locations selected from the group consisting of:
locations including at least one row in the camera array above the central camera and at least one row in the camera array below the central camera; and
locations including at least one column in the camera array to the left of the central camera and at least one column in the camera array to the right of the central camera;
wherein images captured by the plurality of cameras include different occlusions sets, where the occlusion set of a first camera is the portion of a scene visible to a second camera in the plurality of cameras that is occluded from the view of the first camera; and
wherein the image processing pipeline module comprises a parallax confirmation and measurement module configured to measure parallax using images captured by the plurality of cameras by:
detecting parallax-induced changes that are consistent across all of the cameras in the two dimensional array of cameras taking into account the position of the cameras; and
ignoring pixels in the images captured by the plurality of cameras that are in the occlusion set of the central camera; and
wherein the parallax confirmation and measurement module is further configured to generate a depth map using measured parallax.
20. A camera array, comprising:
a monolithic integrated module forming a plurality of cameras, where the monolithic integrated module comprises:
a lens element array forming the optics of each of the plurality of cameras, where the optics of each camera comprises at least one lens element and at least one aperture;
a single semiconductor substrate on which all of the pixels and control circuitry for each camera are formed; and
at least one spectral filter located within each camera, where each spectral filter is configured to pass a specific spectral band of light;
a controller configured to control operation parameters of the plurality of cameras; and
an image processing pipeline module comprising a parallax confirmation and measurement module;
wherein one of the plurality of cameras includes a central camera and the plurality of cameras forms:
at least one row of cameras above the central camera;
at least one row of cameras below the central camera;
at least one column of cameras to the left of the central camera; and
at least one column of cameras to the right of the central camera;
wherein the plurality of cameras comprises at least one camera of a first type that includes a spectral filter configured to pass a first spectral band of light and at least one camera of second type that includes a spectral filter configured to pass a second spectral band of light;
wherein the control circuitry of the cameras including different types of filters configures the cameras to operate with at least one difference in operating parameters;
wherein cameras having the same imaging characteristics and spectral filter are located in locations selected from the group consisting of:
locations including at least one row in the camera array above the central camera and at least one row in the camera array below the central camera; and
locations including at least one column in the camera array to the left of the central camera and at least one column in the camera array to the right of the central camera;
wherein images captured by the plurality of cameras include different occlusions sets, where the occlusion set of a first camera is the portion of a scene visible to a second camera in the plurality of cameras that is occluded from the view of the first camera; and
wherein the image processing pipeline module comprises a parallax confirmation and measurement module configured to measure parallax using images captured by the plurality of cameras by:
detecting parallax-induced changes that are consistent across all of the cameras in the two dimensional array of cameras taking into account the position of the cameras; and
ignoring pixels in the images captured by the plurality of cameras that are in the occlusion set of the central camera; and
wherein the parallax confirmation and measurement module is further configured to generate a depth map using measured parallax.