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    TRAINING DATA GENERATING METHOD, ESTIMATING DEVICE, AND RECORDING MEDIUM
    1.
    发明申请
    TRAINING DATA GENERATING METHOD, ESTIMATING DEVICE, AND RECORDING MEDIUM 有权

    公开(公告)号：US20210216821A1

    公开(公告)日：2021-07-15

    申请号：US17119917

    申请日：2020-12-11

    Applicant: FUJITSU LIMITED

    Inventor： Akiyoshi Uchida ,  JUNYA SAITO ,  Akihito Yoshii

    IPC: G06K9/62 ,  G06K9/00 ,  G06N20/00

    Abstract: A non-transitory computer-readable recording medium stores therein a training data generating program that causes a computer to execute a process including acquiring a captured image including a face, specifying a position of a marker included in the captured image, selecting a first action unit from among a plurality of action units based on a judgment criterion of an action unit and the position of the specified marker, generating an image by performing image processing of deleting the marker from the captured image, and generating training data for machine learning by adding information on the first action unit,to the generated image.

    JUDGEMENT METHOD, JUDGEMENT APPARATUS, AND RECORDING MEDIUM
    3.
    发明申请
    JUDGEMENT METHOD, JUDGEMENT APPARATUS, AND RECORDING MEDIUM 有权

    公开(公告)号：US20210216756A1

    公开(公告)日：2021-07-15

    申请号：US17121277

    申请日：2020-12-14

    Applicant: FUJITSU LIMITED

    Inventor： Akiyoshi Uchida ,  JUNYA SAITO ,  Akihito Yoshii

    IPC: G06K9/00 ,  G06T7/73

    Abstract: A non-transitory computer-readable recording medium stores therein a judgment program that causes a computer to execute a process including acquiring a captured image including a face to which a plurality of markers are attached at a plurality of positions that are associated with a plurality of action units, specifying each of the positions of the plurality of markers included in the captured image, judging an occurrence intensity of a first action unit associated with a first marker from among the plurality of action units based on a judgment criterion of an action unit and a position of the first marker from among the plurality of markers, and outputting the occurrence intensity of the first action unit by associating the occurrence intensity with the captured image.

    MACHINE LEARNING PROGRAM, MACHINE LEARNING METHOD, AND ESTIMATION APPARATUS
    4.
    发明公开
    MACHINE LEARNING PROGRAM, MACHINE LEARNING METHOD, AND ESTIMATION APPARATUS 审中-公开

    公开(公告)号：US20230237845A1

    公开(公告)日：2023-07-27

    申请号：US18119342

    申请日：2023-03-09

    Applicant: FUJITSU LIMITED

    Inventor： JUNYA SAITO ,  Akiyoshi UCHIDA ,  Kentaro MURASE

    IPC: G06V40/16 ,  G06T7/20 ,  G06V10/44 ,  G06V10/70 ,  G06V20/70

    CPC classification number: G06V40/176 ,  G06T7/20 ,  G06V10/44 ,  G06V10/70 ,  G06V20/70 ,  G06T2207/20081 ,  G06T2207/30201

    Abstract: A computer-readable recording medium has stored a program that causes a computer to execute a process including: generating a trained model that includes performing machine learning of a 1st_model based on a 1st_output value that is obtained when a 1st_image is input to the 1st_model in response to input of training data containing pair of the 1st_image and a 2nd_image and containing a 1st_label indicating which of the 1st and 2nd_image has captured greater movement of muscles of facial expression of a photographic subject, a 2nd_output value obtained when the 2nd_image is input to a 2nd_model that has common parameters with the 1st_model, and the 1st_label; and generating a 3rd_model that includes performing machine learning based on a 3rd_output value obtained when a 3rd_image is input to the trained model, and a 2nd_label indicating of movement of muscles of facial expression of a photographic subject captured in the 3rd_image.

    STORAGE MEDIUM, DETERMINATION DEVICE, AND DETERMINATION METHOD
    7.
    发明申请
    STORAGE MEDIUM, DETERMINATION DEVICE, AND DETERMINATION METHOD 有权

    公开(公告)号：US20230046705A1

    公开(公告)日：2023-02-16

    申请号：US17975902

    申请日：2022-10-28

    Applicant: FUJITSU LIMITED

    Inventor： JUNYA SAITO ,  Akiyoshi Uchida ,  Akihito Yoshii ,  Kiyonori Morioka ,  Kentaro Murase

    IPC: G06V10/774 ,  G06V40/16

    Abstract: A non-transitory computer-readable storage medium storing a determination program that causes at least one computer to execute a process, the process includes acquiring a group of captured images that includes images including a face to which markers are attached; selecting, from a plurality of patterns that indicates a transition of positions of the markers, a first pattern that corresponds to a time-series change in the positions of the markers included in consecutive images among the group of captured images; and determining occurrence intensity of an action based on a determination criterion of the action determined based on the first pattern and the positions of the markers included in a captured image included after the consecutive images among the group of captured images.

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