Data processing apparatus and data processing method
AssigneeSony Corporation
InventorTetsujiro Kondo
Life of this patent
Estimating the term…
Abstract
A data processing apparatus processes input data and outputs the processed data. The data processing apparatus includes a data processing section and a real-time learning section. The data processing section processes the input data by a predetermined processing method and outputs the processed data. The real-time learning section controls such that the processing method is learned in real time and the data processing section processes the input data by the learned processing method, so that the output data is improved as time elapses.
Claims14
A data processing apparatus for processing input data and outputting the processed data, comprising:
- data processing means for processing the input data by a predetermined processing method and outputting the processed data as output data;
- evaluating means for evaluating a reliability of the output data;
- and
- real-time learning means for controlling such that the processing method is learned in real time and said data processing means processes the input data by the learned processing method, so that the output data is improved as time elapses,
- wherein said real-time learning means learns the processing method according to the reliability of the output data;
- whereby the processing method is learned without repeatedly determining the output data value for a given point in time.
A data processing method for processing input data and outputting the processed data, comprising:
- a data processing step for processing the input data by a predetermined processing method and outputting the processed data as output data;
- an evaluating step for evaluating a reliability of the output data;
- and
- a real-time learning step for controlling such that the processing method is learned in real time and the input data is processed by the learned processing method in said data processing step, so that the output data is improved as time elapses,
- wherein in said real-time learning step the processing method is learned according to the reliability of the output data;
- whereby the processing method is learned without repeatedly determining the output data value for a given point in time.
A data processing apparatus for processing input data and outputting the processed data, comprising:
- data processing means for processing the input data by a linear coupling of the input data and predetermined prediction coefficients and outputting the processed data;
- and
- real-time learning means for learning the prediction coefficients in real time so that the output data has higher quality as time elapses and for transferring the prediction coefficients to said data processing means,
- wherein the real-time learning means includes formulating means for formulating equations to obtain the prediction coefficients based on at least higher quality data than the input data, and solving means for solving said equations and outputting the prediction coefficients;
- whereby the prediction coefficients are learned without repeatedly determining the output data value for a given point in time.
A data processing method for processing input data and outputting the processed data, comprising:
- a data processing step for processing the input data by a linear coupling of the input data and predetermined prediction coefficients and outputting the processed data;
- and
- a real-time learning step for learning the prediction coefficients in real time so that the output data has higher quality as time elapses and for transferring the prediction coefficients to said data processing step,
- wherein the real-time learning step includes formulating equations to obtain the prediction coefficients based on at least higher quality data than the input data, solving said equations, and outputting the prediction coefficients;
- whereby the prediction coefficients are learned without repeatedly determining the output data value for a given point in time.
A storage medium for storing a computer controllable program for processing input data and outputting the processed data, the program comprising:
- a data processing step for processing the input data by a predetermined processing method and outputting the processed data as output data;
- an evaluating step for evaluating a reliability of the output data;
- and
- a real-time learning step for controlling such that the processing method is learned in real time and the input data is processed by the learned processing method in said data processing step, so that the output data is improved as time elapses,
- wherein in said real-time learning step the processing method is learned according to the reliability of the output data;
- whereby the processing method is learned without repeatedly determining the output data value for a given point in time.
A storage medium for storing a computer controllable program for processing input data and outputting the processed data, the program comprising:
- a data processing step for processing the input data by a linear coupling of the input data and predetermined prediction coefficients and outputting the processed data;
- and
- a real-time learning step for learning the prediction coefficients in real time so that the output data has higher quality as time elapses and for transferring the prediction coefficients to said data processing step,
- wherein the real-time learning step includes formulating equations to obtain the prediction coefficients based on at least higher quality data than the input data, solving said equations, and outputting the prediction coefficients;
- whereby the prediction coefficients are learned without repeatedly determining the output data value for a given point in time.
Dependencies are inferred from the claim text.