Steerable camera for AR hand tracking
A system for hand tracking for an Augmented Reality (AR) system. The AR system uses a camera of the AR system to capture tracking video frame data of a hand of a user of the AR system. The AR system generates a skeletal model based on the tracking video frame data and determines a location of the hand of the user based on the skeletal model. The AR system causes a steerable camera of the AR system to focus on the hand of the user.
1 . A computer-implemented method comprising:
capturing, by a non-steerable camera of an Augmented Reality (AR) system, video frame data of a real-world scene environment from a perspective of a user of the AR system, the video frame data including portions of one or more hands of the user, and the non-steerable camera having a field of view equal to a field of view of the AR system;
determining a location of one or more hands of the user based on the video frame data captured by the non-steerable camera;
generating steering command data based on the location of the one or more hands of the user; and
steering an optical axis of a steerable camera of the AR system based on the steering command data to focus the steerable camera on the one or more hands of the user.
2 . The computer-implemented method of claim 1 , wherein the steerable camera has a narrower field of view than the non-steerable camera and a higher resolution than the non-steerable camera.
3 . The computer-implemented method of claim 1 , wherein the non-steerable camera has a wider field of view than the steerable camera and a lower resolution than the steerable camera.
4 . The computer-implemented method of claim 1 , wherein determining the location comprises determining a centroid of a skeletal model of the one or more hands of the user and projecting a ray extending from a viewpoint of the user to the centroid of the skeletal model.
5 . The computer-implemented method of claim 4 , wherein the steering command data includes a pitch adjustment command instructing a camera to set a pitch angle of the steerable camera to an azimuth angle of the ray projected from the viewpoint of the user to the centroid of the skeletal model.
6 . The computer-implemented method of claim 5 , wherein the steering command data further includes a yaw adjustment command instructing the camera system to set a yaw angle of the steerable camera to an inclination angle of the ray projected from the viewpoint of the user to the centroid of the skeletal model.
7 . The computer-implemented method of claim 1 , wherein the AR system comprises a head-worn device.
8 . A machine comprising:
at least one processor; and
at least one memory storing instructions that, when executed by the at least one processor, cause the machine to perform operations comprising:
capturing, by a non-steerable camera of an Augmented Reality (AR) system, video frame data of a real-world scene environment from a perspective of a user of the AR system, the video frame data including portions of one or more hands of the user, and the non-steerable camera having a field of view equal to a field of view of the AR system;
determining a location of one or more hands of the user based on the video frame data captured by the non-steerable camera;
generating steering command data based on the location of the one or more hands of the user; and
steering an optical axis of a steerable camera of the AR system based on the steering command data to focus the steerable camera on the one or more hands of the user.
9 . The machine of claim 8 , wherein the steerable camera has a narrower field of view than the non-steerable camera and a higher resolution than the non-steerable camera.
10 . The machine of claim 8 , wherein the non-steerable camera has a wider field of view than the steerable camera and a lower resolution than the steerable camera.
11 . The machine of claim 8 , wherein determining the location comprises determining a centroid of a skeletal model of the one or more hands of the user and projecting a ray extending from a viewpoint of the user to the centroid of the skeletal model.
12 . The machine of claim 11 , wherein the steering command data includes a pitch adjustment command a camera to set a pitch angle of the steerable camera to an azimuth angle of the ray projected from the viewpoint of the user to the centroid of the skeletal model.
13 . The machine of claim 12 , wherein the steering command data further includes a yaw adjustment command the camera system to set a yaw angle of the steerable camera to an inclination angle of the ray projected from the viewpoint of the user to the centroid of the skeletal model.
14 . The machine of claim 8 , wherein the AR system comprises a head-worn device.
15 . A non-transitory machine-readable storage medium including instructions that, when executed by a machine, cause the machine to perform operations comprising:
capturing, by a non-steerable camera of an Augmented Reality (AR) system, video frame data of a real-world scene environment from a perspective of a user of the AR system, the video frame data including portions of one or more hands of the user, and the non-steerable camera having a field of view equal to a field of view of the AR system;
determining a location of one or more hands of the user based on the video frame data captured by the non-steerable camera;
generating steering command data based on the location of the one or more hands of the user; and
steering an optical axis of a steerable camera of the AR system based on the steering command data to focus the steerable camera on the one or more hands of the user.
16 . The non-transitory machine-readable storage medium of claim 15 , wherein the steerable camera has a narrower field of view than the non-steerable camera and a higher resolution than the non-steerable camera.
17 . The non-transitory machine-readable storage medium of claim 15 , wherein the non-steerable camera has a wider field of view than the steerable camera and a lower resolution than the steerable camera.
18 . The non-transitory machine-readable storage medium of claim 15 , wherein determining the location comprises determining a centroid of a skeletal model of the one or more hands of the user and projecting a ray extending from a viewpoint of the user to the centroid of the skeletal model.
19 . The non-transitory machine-readable storage medium of claim 18 , wherein the steering command data includes a pitch adjustment command a camera to set a pitch angle of the steerable camera to an azimuth angle of the ray projected from the viewpoint of the user to the centroid of the skeletal model.
20 . The non-transitory machine-readable storage medium of claim 15 , wherein the AR system comprises a head-worn device.