INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND STORAGE MEDIUM

摘要

In order to set appropriate parameters for pattern recognition while reducing a processing amount and a memory capacity for processing, an information processing apparatus includes a first setting unit configured to set a parameter candidate(s) to be used for pattern recognition, a first feature data generation unit configured to generate feature data of image data obtained by using the parameter candidate(s) set by the first setting unit, a storage unit configured to store an estimation model which is a modelization of a relationship between feature data of a plurality of image data obtained by using each of a plurality of model parameters and an evaluation value for each of the model parameters, and an estimation unit configured to refer to the estimation model and estimate an evaluation value for the parameter candidate(s) based on the feature data generated by the first feature data generation unit.

主权项

1. An information processing apparatus comprising:
a first setting unit configured to set at least one parameter candidate to be used for pattern recognition; a first feature data generation unit configured to generate at least one feature data of at least one image data obtained by using the at least one parameter candidate set by the first setting unit; a storage unit configured to store an estimation model, which is a modelization of a relationship between at least one feature data of a plurality of image data obtained by using each of a plurality of model parameters and an evaluation value for each of the plurality of the model parameters; and an estimation unit configured to refer to the estimation model and estimate an evaluation value for each of the at least one parameter candidate based on each of the at least one feature data generated by the first feature data generation unit.