ACTION RECOGNITION LEARNING DEVICE, ACTION RECOGNITION LEARNING METHOD, ACTION RECOGNITION LEARNING DEVICE, AND PROGRAM

    公开(公告)号:US20220398868A1

    公开(公告)日:2022-12-15

    申请号:US17774113

    申请日:2020-10-30

    Abstract: The present invention makes it possible to cause an action recognizer capable of recognizing actions with high accuracy and with a small quantity of learning data to learn. An input unit 101 receives input of a learning video and an action label indicating an action of an object, a detection unit 102 detects a plurality of objects included in each frame image included in the learning video, a direction calculation unit 103 calculates a direction of a reference object, which is an object to be used as a reference among the plurality of detected objects, a normalization unit 104 normalizes the learning video so that a positional relationship between the reference object and another object becomes a predetermined relationship, and an optimization unit 106 optimizes parameters of an action recognizer to estimate the action of the object in the inputted video based on the action estimated by inputting the normalized learning video to the action recognizer and the action indicated by the action label.

    IMAGE EVALUATION DEVICE, IMAGE EVALUATION METHOD, AND IMAGE EVALUATION PROGRAM

    公开(公告)号:US20190272439A1

    公开(公告)日:2019-09-05

    申请号:US16348414

    申请日:2017-11-08

    Abstract: An image evaluation device includes a determination result acquisition unit acquires a result of determining the presence or absence of a difference between an object image that is one of a plurality of images that include three or more images obtained by imaging substantially the same spatial region and each of reference images that are images other than the object image among the plurality of images and an evaluation index acquisition unit configured to acquire an evaluation index for the plurality of images on the basis of at least one of the number of determinations of the presence of the difference between the object image and each reference image and the number of determinations of the absence of the difference between the object image and each reference image.

    DIFFERENCE DETECTION APPARATUS, DIFFERENCE DETECTION METHOD, AND PROGRAM

    公开(公告)号:US20220222859A1

    公开(公告)日:2022-07-14

    申请号:US17595182

    申请日:2019-05-30

    Abstract: A difference detection apparatus includes: an acquisition unit configured to acquire a difference level indicating a level of a difference between a first image that is an image of a first spatial region and a second image that is an image of a second spatial region located at a substantially same position as the first spatial region, first probability data indicating a probability that a target object is present in the first spatial region, and second probability data indicating a probability that the target object is present in the second spatial region; and a detection unit configured to associate the difference level, the first probability data, and the second probability data, and detect, based on a result of the association, a region where a difference occurs between the first image and the second image.

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