Patent ID: 11887316
Assignee: UNIVERSITY OF SOUTH FLORIDA
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 20:
21. A method for motion recognition and embedding, comprising:
receiving a plurality of frames of an input video for extracting a feature vector of a motion in the plurality of frames;
generating a plurality of sets of one or more motion component bits based on the feature vector and a plurality of classifiers, the plurality of sets corresponding to the plurality of classifiers, each set of one or more motion component bits representing a physical or mechanical attribute of the motion;
generating a motion code corresponding to the motion of the input video based on an objective function (LM): LM=−Σk=15Σl=1Ck λkmlk log(flk(x)), where λk is a constant weight and mlk is a lth element of a ground truth on-hot vector for a kth set of the one or more motion component bits; and
communicating the motion code to a machine to execute an action by combining the plurality of sets of one or more motion component bits.