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

Claim 13:
14. An apparatus for motion recognition and embedding, comprising:
a processor; and
a memory communicatively coupled to the processor,
wherein the processor and the memory are configured to:
receive a plurality of frames of an input video for extracting a feature vector of a motion in the plurality of frames;
generate 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, wherein the plurality of classifiers comprise an interaction type, a prismatic type, a revolute type, a recurrence type, and a passive trajectory type, wherein the prismatic type indicates whether the motion is along a single axis, a plane, or a manifold space, wherein the revolute type indicates whether the motion is rotational, and wherein the recurrence type indicates whether the motion is cyclical; and
generate a motion code for a machine to execute the motion by combining the plurality of sets of one or more motion component bits.