Patent ID: 11868536
Assignee: NEX TEAM INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 6:
7. A method for performing touchless control of a device, comprising:
receiving at least one image from at least one camera;
applying a machine learning technique to the image to determine a first map, the first map comprising a function that generates a correspondence between data associated with the image to a feature space;
determining a second map comprising a representation of a user in the image based on the first map;
determining a third map comprising a vector field that encodes key-point to key-point relationships in the image;
determining a pose of the user based on the second map and the third map by predicting, via the machine learning technique, a body part confidence associated with a portion of a body of the user;
identifying a gesture of the user in the image based on the pose of the user;
tracking the pose of the user and the portion of the body of the user for performing touchless control of the device to generate a historical data of the pose and the portion of the body of the user;
determining, based on the tracked pose, a mapping between the portion of the user's body and an input feature associated with the device;
modifying the input feature to a first location based on the mapping to enable an interaction between the user and the device; and
modifying the input feature to a second location different from the first location based on the historical data in addition to the mapping.