Determining camera motion
Camera motion is determined in a three-dimensional image capture system using a combination of two-dimensional image data and three-dimensional point cloud data available from a stereoscopic, multi-aperture, or similar camera system. More specifically, a rigid transformation of point cloud data between two three-dimensional point clouds may be more efficiently parameterized using point correspondence established between two-dimensional pixels in source images for the three-dimensional point clouds.
1. A computer program product embodied in a non-transitory computer readable medium comprising computer code which, when executed on one or more processors, performs the following steps:
receiving a first image set from a camera, the first image set including a first plurality of two-dimensional views of a subject from a first position of the camera, wherein the subject is substantially larger than an image plane of the first image set;
receiving a second image set from the camera, the second image set including a second plurality of two-dimensional views of a subject from a second position of the camera;
deriving a first point cloud from the first image set;
identifying a number of corresponding pixels between a number of pixels of one of the first plurality of two-dimensional views and a number of pixels of one of the second plurality of two-dimensional views;
deriving a second point cloud from the number of corresponding pixels of the second image set;
determining a motion of the camera from the first position to the second position using the first point cloud and the second point cloud; and
repeating steps of receiving the first image set, receiving the second image set, deriving the first point cloud, identifying the number of corresponding pixels, deriving the second point cloud, and determining the motion, for a plurality of consecutive three-dimensional images whereby an aggregate point cloud is constructed for the subject.
2. The computer program product of claim 1 wherein the subject is fixed, the first position and the second position being different positions of a moving camera the camera.
3. The computer program product of claim 1 wherein a the camera is fixed and the subject moves, the first position and the second position being different positions of the subject.
4. The computer program product of claim 1 wherein determining motion includes determining a rigid transformation from the first point cloud to the second point cloud.
5. The computer program product of claim 4 wherein determining motion includes weighting one or more points of the point clouds according to confidence.
6. The computer program product of claim 1 wherein the first point cloud is derived from a number of pixels of the first image set using stereo matching.
7. The computer program product of claim 1 wherein the motion includes a change in at least one of a position or an orientation.
8. The computer program product of claim 1 wherein the first point cloud includes a subset of points from the first image set.
9. The computer program product of claim 1 wherein the first image set and the second image set are obtained from camera is a multi-aperture camera.
10. The computer program product of claim 1 wherein the first image set and the second image set are obtained from camera is a camera system including a plurality of separate cameras in a fixed relationship to one another.
11. The computer program product of claim 1 wherein the subject includes a body part.
12. The computer program product of claim 11 wherein the body part includes one or more of a nose, an ear, a tooth, or a plurality of teeth.
13. The computer program product of claim 1 wherein the subject includes a dental model.