Determining a kinematic sequence
Implementations generally relate to determining a kinematic sequence. In some implementations, a method includes obtaining a video of a person performing an action. The method further includes determining from the video a plurality of points associated with the person, where the determining of the plurality of points is performed for each frame of the video. The method further includes converting two-dimensional (2D) coordinates of the plurality of points to three-dimensional (3D) coordinates, where the converting is performed for each frame of the video. The method further includes determining a movement of the plurality of points based at least in part on the 3D coordinates.
1. A system comprising:
one or more processors; and
logic encoded in one or more non-transitory computer-readable storage media for execution by the one or more processors and when executed operable to cause the one or more processors to perform operations comprising:
obtaining a video of a person performing an action;
determining from the video a plurality of points associated with the person, wherein the determining of the plurality of points is performed for each frame of the video;
converting two-dimensional (2D) coordinates of the plurality of points to three-dimensional (3D) coordinates, wherein the converting is performed for each frame of the video; and
determining movements of the plurality of points based at least in part on the 3D coordinates, wherein the movements are tracked independently, and wherein the movements comprise a direction and speed of a first point of the plurality of points and comprise a direction and speed of a second point of the plurality of points, and wherein the movements are tracked independently.
2. The system of claim 1 , wherein the action is a golf swing.
3. The system of claim 1 , wherein the video is captured by a two-dimensional camera.
4. The system of claim 1 , wherein the plurality of points comprises points of a body of the person.
5. The system of claim 1 , wherein the plurality of points comprises points of a golf club held by the person.
6. The system of claim 1 , wherein the 2D coordinates are pixel coordinates.
7. The system of claim 1 , wherein the 3D coordinates are Cartesian coordinates.
8. A non-transitory computer-readable storage medium with program instructions stored thereon, the program instructions when executed by one or more processors are operable to cause the one or more processors to perform operations comprising:
obtaining a video of a person performing an action;
determining from the video a plurality of points associated with the person, wherein the determining of the plurality of points is performed for each frame of the video;
converting two-dimensional (2D) coordinates of the plurality of points to three-dimensional (3D) coordinates, wherein the converting is performed for each frame of the video; and
determining movements of the plurality of points based at least in part on the 3D coordinates, wherein the movements are tracked independently, and wherein the movements comprise a direction and speed of a first point of the plurality of points and comprise a direction and speed of a second point of the plurality of points, and wherein the movements are tracked independently.
9. The computer-readable storage medium of claim 8 , wherein the action is a golf swing.
10. The computer-readable storage medium of claim 8 , wherein the video is captured by a two-dimensional camera.
11. The computer-readable storage medium of claim 8 , wherein the plurality of points comprises points of a body of the person.
12. The computer-readable storage medium of claim 8 , wherein the plurality of points comprises points of a golf club held by the person.
13. The computer-readable storage medium of claim 8 , wherein the 2D coordinates are pixel coordinates.
14. The computer-readable storage medium of claim 8 , wherein the 3D coordinates are Cartesian coordinates.
15. A computer-implemented method comprising:
obtaining a video of a person performing an action;
determining from the video a plurality of points associated with the person, wherein the determining of the plurality of points is performed for each frame of the video;
converting two-dimensional (2D) coordinates of the plurality of points to three-dimensional (3D) coordinates, wherein the converting is performed for each frame of the video; and
determining movements of the plurality of points based at least in part on the 3D coordinates, wherein the movements are tracked independently, and wherein the movements comprise a direction and speed of a first point of the plurality of points and comprise a direction and speed of a second point of the plurality of points, and wherein the movements are tracked independently.
16. The method of claim 15 , wherein the action is a golf swing.
17. The method of claim 15 , wherein the video is captured by a two-dimensional camera.
18. The method of claim 15 , wherein the plurality of points comprises points of a body of the person.
19. The method of claim 15 , wherein the plurality of points comprises points of a golf club held by the person.
20. The method of claim 15 , wherein the 2D coordinates are pixel coordinates.