Information processing device, information processing method, and information processing program

Abstract

An information processing devices comprises: a feature amount calculation unit that calculates an image feature amount from a plurality of raw images for learning; a sorting unit that sorts the plurality of raw images into classes by using the image feature amounts to cluster the plurality of raw images; an evaluation unit that calculates, for each class sorted by the sorting unit, an evaluation value of an image processing program with respect to the plurality of raw images; a program generation unit that generates an image processing program by genetic programming on the basis of the evaluation value calculated for each class; and a storage unit that stores, for each class, an associated image processing program in which the evaluation value satisfies a prescribed condition.

Description

technical field [0001] The present invention relates to an information processing apparatus, an information processing method, and an information processing program. Background technique [0002] A technique of automatically generating an image processing program with high fitness by genetic programming for preparing original images and target images for learning is disclosed (for example, refer to Patent Document 1). [0003] Patent Document 1: Japanese Patent Laid-Open No. 2008-299687 [0004] However, depending on the shooting environment or the like, there are cases in which an image processing program having a high degree of adaptation to a specific original image is generated. Such an image processing program does not have a high fitness for other original images, so there is a possibility of being eliminated during survival selection. In this case, the learning time until the desired accuracy is obtained may be long. SUMMARY OF THE INVENTION [0005] In one aspec...

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Problems solved by technology

In this case, it may take a long learning time until the desired accuracy is obtained

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