Learning method and apparatus for pattern recognition

    公开(公告)号:US10902285B2

    公开(公告)日:2021-01-26

    申请号:US14705559

    申请日:2015-05-06

    Abstract: A method for information processing includes a learning process to generate a tree structured dictionary based on a plurality of patterns including a target object to be recognized. The method includes selecting a plurality of points from an input pattern based on a distribution of a probability that the target object to be recognized is present in the input pattern at each node of a tree structure generated in the learning process, and classifying the input pattern into a branch based on a value of a predetermined function that corresponds to values of the input pattern at selected plurality of points.

    DEVICE THAT UPDATES RECOGNITION MODEL AND METHOD OF UPDATING RECOGNITION MODEL

    公开(公告)号:US20190385016A1

    公开(公告)日:2019-12-19

    申请号:US16435002

    申请日:2019-06-07

    Abstract: An image processing device includes: a determination unit configured to determine, based on a feature amount of input image data, a category of the input image data and a score representing confidence of the category, with a classification model; a display unit configured to display an image representing the input image data and the determined category of the input image data; an acceptance unit configured to accept a correction of the displayed category from a user; and an updating unit configured to update the classification model, based on the correction of the category.

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