Data processing apparatus and data processing method
First Claim
1. A data processing apparatus for processing input data to create processed data for outputting, comprising:
- a data processor for processing the input data by predetermined processing and outputting the processed data as output data;
an input data evaluator configured to evaluate the input data and calculate a reliability of the input data;
an output data evaluator configured to evaluate the output data and calculate a reliability of the output data, anda real time learning portion consisting of a single component configured to learn the processing of the data processor in real time using the reliability of the input data calculated by said input data evaluator and the reliability of the output data calculated by said output data evaluator to create learned processing and control the data processor to process the input data according to the learned processing.
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Abstract
A data processing apparatus processes input data and outputs the processed data. The data processing apparatus includes a data processing section for processing the input data by a predetermined processing method and outputting the processed data, an input-data evaluation section for evaluating the input data, an output-data evaluation section for evaluating the output data, and a real-time learning section for controlling such that the processing method is learned in real time according to the evaluation results obtained by the input-data evaluation section and the output-data evaluation section and the data processing section processes the input data according to the learned processing method, and thereby, improves the output data every moment.
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Citations
15 Claims
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1. A data processing apparatus for processing input data to create processed data for outputting, comprising:
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a data processor for processing the input data by predetermined processing and outputting the processed data as output data; an input data evaluator configured to evaluate the input data and calculate a reliability of the input data; an output data evaluator configured to evaluate the output data and calculate a reliability of the output data, and a real time learning portion consisting of a single component configured to learn the processing of the data processor in real time using the reliability of the input data calculated by said input data evaluator and the reliability of the output data calculated by said output data evaluator to create learned processing and control the data processor to process the input data according to the learned processing. - View Dependent Claims (2, 3, 4, 5, 6, 7)
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8. A data processing method for processing input data and creating processed data for outputting comprising the steps of:
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processing the input data by a predetermined processing method and outputting the processed data as output data; evaluating the input data and calculating a reliability of the input data;
evaluating the output data and calculating a reliability of the output data, andlearning the step of processing the input data in real time in a single component using the calculated reliability of the input data and the calculated reliability of the output data to create a learned processing and the input data is processed by the step of processing the input data by the learned processing. - View Dependent Claims (9, 10, 11, 12, 13, 14)
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15. A storage medium storing a computer-controllable program for processing input data and creating processed data for outputting the program comprising the steps of:
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processing the input data by a predetermined processing and outputting the processed data as output data; evaluating the input data and calculating a reliability of the input data; evaluating the output data and calculating a reliability of the output data, and learning the step of processing the input data in real time in a single component using the calculated reliability of the input data and the calculated reliability of the output data to create a learned processing, and the input data is processed by the step of processing the input data by the learned processing.
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Specification