Information processing apparatus and method, program storage medium, and program
An input motion acquiring unit acquires a motion trajectory of an object from an image recognizing unit. A dynamic modeling processor models a plurality of robot motion patterns stored in a robot motion pattern storage unit in a dynamic system form, and stores the modeled robot motion patterns into a robot-motion-pattern-model storage unit. A motion converting unit linearly transforms the plurality of robot motion dynamic models stored in the robot-motion-pattern-model storage unit into prediction motion trajectories. A motion comparing unit compares the input motion trajectory acquired by the motion acquiring unit with the prediction motion trajectories transformed by the motion converting unit. A robot motion selecting unit selects a robot motion pattern having the highest similarity from the robot motion pattern storage unit. The present invention is applicable to a robot apparatus.
1. An information processing apparatus comprising:
modeling means for modeling a robot motion pattern executable on a robot control device in a reproducible dynamic form;
storing means for storing a plurality of robot motion patterns that are modeled by the modeling means;
motion pattern acquiring means for acquiring a motion pattern of an object, wherein the object is intended to be performed by the robot control device;
comparing means for comparing the plurality of modeled robot motion patterns stored in the storing means with the motion pattern acquired by the motion pattern acquiring means to provide a best match from said storing means;
selecting means for selecting, based on the best match of the comparing means, a stored robot motion pattern to be generated; and
error calculating means for determining a linear transformation from the modeled robot motion patterns stored in the storing means to the motion pattern acquired by the motion pattern acquiring means based on errors between the modeled robot motion patterns and the acquired motion pattern,
wherein the comparing means performs the comparison based on the linear transformation determined by the error calculating means.
2. An information processing apparatus comprising:
modeling means for modeling a robot motion pattern executable on a robot control device in a reproducible dynamic form;
storing means for storing a plurality of robot motion patterns that are modeled by the modeling means;
motion pattern acquiring means for acquiring a motion pattern of an object, wherein the object is intended to be performed by the robot control device;
comparing means for comparing the plurality of modeled robot motion patterns stored in the storing means with the motion pattern acquired by the motion pattern acquiring means to provide a best match from said storing means; and
selecting means for selecting, based on the best match of the comparing means, a stored robot motion pattern to be generated;
wherein the modeling means, the storing means, and the comparing means comprise a recurrent neural network.