SYSTEMS AND METHODS OF DETECTING BODY MOVEMENTS USING GLOBALLY GENERATED MULTI-DIMENSIONAL GESTURE DATA

摘要

The disclosure describes systems and methods of detecting body movements using gesture data. The gesture data may be self-referenced and may be comprised by frames which may identify locations or positions of body parts of a subject with respect to a particular reference point within the frame. A classifier may process frames to learn body movements and store the frames of gesture data in a database. Data comprising frames of self-referenced gesture data may be received by a recognizer which recognizes movements of the subject identified by the frames by matching gesture data of the incoming frames to the classified self-referenced gesture data stored in the database.

主权项

1. A method of identifying a movement of a subject based on data, the method comprising:
receiving, by a system via a network, a frame comprising gesture data identifying positions of one or more body parts of a subject with respect to waist of the subject's body; assigning, by a classifier of the system, the frame to a first movement; receiving, by a recognizer of the system, a new gesture data identifying positions of one or more body parts of a new subject with respect to waist of the new subject's body; determining, by the recognizer, that movement of the new subject corresponds to the first movement responsive to comparing at least a portion of the new gesture data to at least a portion of the gesture data of the frame.