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1.发明公开公开(公告)号：US20230206694A1
公开(公告)日：2023-06-29
申请号：US17949246
申请日：2022-09-21
Applicant: Fujitsu Limited
Inventor： Yoshie KIMURA , JUNYA SAITO , Takuma YAMAMOTO , Takahiro SAITO
CPC classification number: G06V40/20 , G06V40/176 , G06V40/103 , G06V10/25 , G06V10/764 , G06V10/82 , G06V20/44 , G06V20/52 , G06V2201/07 , G06T2207/10016 , G06T2207/30196 , G06T2207/30204
Abstract: An information processing apparatus acquires video data that includes target objects including a person and an object, and identifies a relationship between the target objects in the acquired video data, by using graph data that indicates a relationship between target objects and that is stored in a storage. The information processing apparatus identifies a behavior of the person in the video data by using a feature value of the person included in the acquired video data. The information processing apparatus predicts one of a future behavior and a future state of the person by inputting the identified behavior of the person and the identified relationship to a machine learning model.
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公开(公告)号：US20240212320A1
公开(公告)日：2024-06-27
申请号：US18489917
申请日：2023-10-19
Applicant: Fujitsu Limited
Inventor： Yuya OBINATA , Yasuhiro AOKI , Takuma YAMAMOTO , Daisuke UCHIDA
IPC: G06V10/764
CPC classification number: G06V10/764
Abstract: A non-transitory computer-readable storage medium storing a specifying program that causes at least one computer to execute a process, the process includes acquiring a video that includes an object; narrowing down, by inputting the acquired video to a machine learning model that refers to reference source data in which attributes of objects are associated with each of a plurality of hierarchies, attributes of the object included in the video among attributes of objects of a first hierarchy; identifying attributes of objects of a second hierarchy under the first hierarchy by using the attributes of the object obtained by the narrowing down; and specifying, by inputting the acquired video to the machine learning model, an attribute of the object included in the video among the attributes of the objects of the second hierarchy.
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3.发明公开公开(公告)号：US20240211952A1
公开(公告)日：2024-06-27
申请号：US18532225
申请日：2023-12-07
Applicant: Fujitsu Limited
Inventor： Yuya OBINATA , Takuma YAMAMOTO , Daisuke UCHIDA
CPC classification number: G06Q20/4016 , G06V10/25 , G06V10/70 , G06V20/52 , G06V40/107 , G08B13/196
Abstract: A storage medium storing an information processing program that causes a computer to execute a process that includes acquiring video data that includes a registration machine; extracting image data that include products;
specifying a timing when first information regarding a first product registered to the registration machine; specifying certain image data of the image data that includes a second product held in the hand of the user within a certain time period from the timing and placed in a place in an angle of view of the video data that is not a place where a product that has been registered to the registration machine is placed for most of the certain time period; specifying second information regarding the second product by inputting the certain image data to a machine learning model; and generating an alert when the first information and the second information do not match.-
公开(公告)号：US20240212321A1
公开(公告)日：2024-06-27
申请号：US18490278
申请日：2023-10-19
Applicant: Fujitsu Limited
Inventor： Yuya OBINATA , Yasuhiro AOKI , Takuma YAMAMOTO , Daisuke UCHIDA
IPC: G06V10/764
CPC classification number: G06V10/764
Abstract: A non-transitory computer-readable storage medium storing a data generation program that causes at least one computer to execute a process, the process includes acquiring product data; generating reference source data in which attributes of products are associated with each of a plurality of hierarchies based on a variance relationship of attributes of products included in the acquired product data; and setting the generated reference source data as data to be referred to by a zero-shot image classifier.
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公开(公告)号：US20240211920A1
公开(公告)日：2024-06-27
申请号：US18490059
申请日：2023-10-19
Applicant: Fujitsu Limited
Inventor： Yuya OBINATA , Takuma YAMAMOTO , Daisuke UCHIDA
CPC classification number: G06Q20/208 , G06V20/52 , G06V2201/07
Abstract: A non-transitory computer-readable storage medium storing an alert generation program that causes at least one computer to execute a process, the process includes acquiring a video of a person who holds a merchandise to be registered in a checkout machine; specifying merchandise candidates corresponding to merchandises included in the video and a number of the merchandise candidates by inputting the acquired video to a machine learning model; acquiring items of merchandises registered by the person and a number of the items of the merchandises; and generating an alert indicating an abnormality of merchandises registered in the checkout machine based on the acquired items of the merchandises and the number of the items of the merchandises, and the specified merchandise candidates and the number of the merchandise candidates.
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Patent Agency Ranking
公开(公告)号：US20240203164A1
公开(公告)日：2024-06-20
申请号：US18472098
申请日：2023-09-21
Applicant: Fujitsu Limited
Inventor： Takuma YAMAMOTO
CPC classification number: G06V40/20 , G06V10/22 , G06V10/7715 , G06V20/41 , G06V20/46 , G06V40/10 , G08B21/0476
Abstract: A non-transitory computer-readable recording medium stores an information processing program for causing a computer to execute processing including: acquiring a video; specifying a first region that includes an object included in the video, a second region that includes a person included in the video, and a relation that identifies an interaction between the object and the person, by analyzing the acquired video; determining whether or not the person included in the second region performs abnormal behavior, based on the specified first region and the specified relation; and notifying an alert related to appearance of the person who performs the abnormal behavior in a case of determining that the person performs the abnormal behavior.
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公开(公告)号：US20230409911A1
公开(公告)日：2023-12-21
申请号：US18458363
申请日：2023-08-30
Applicant: FUJITSU LIMITED
Inventor： Yuya OBINATA , Takuma YAMAMOTO
IPC: G06N3/08
CPC classification number: G06N3/08
Abstract: An information processing device including: memory configured to store a plurality of pieces of labeled data in which a label that represents a correct answer is associated with object data, a plurality of pieces of unlabeled data that is object data not associated with a correct answer, and a deep learning model; and processor circuitry configured to perform processing including: generating a pseudo label based on the plurality of pieces of unlabeled data and the deep learning model; calculating, based on the pseudo label and each label included in the plurality of pieces of labeled data, a loss for a result obtained by identifying the plurality of pieces of unlabeled data through the deep learning model, and a loss for a result obtained by identifying the plurality of pieces of labeled data through the deep learning model; and updating the deep learning model based on the calculated losses.
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公开(公告)号：US20230130674A1
公开(公告)日：2023-04-27
申请号：US17857083
申请日：2022-07-04
Applicant: FUJITSU LIMITED
Inventor： Takuma YAMAMOTO
IPC: G06V10/774 , G06T7/11 , G06T7/194 , G06V20/52
Abstract: A non-transitory computer-readable recording medium stores a program for causing a computer to execute a learning process including: obtaining training data that uses a background image in which an area where an object is to be arranged is imaged and a target image in which the object and the area are imaged as input data and uses information associated with the object not present in the background image but present in the target image as ground truth; and executing machine learning for a machine learning model on a basis of a result output from the machine learning model when the background image and the target image are input to the machine learning model on a basis of the training data and the ground truth.
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公开(公告)号：US20240212355A1
公开(公告)日：2024-06-27
申请号：US18494993
申请日：2023-10-26
Applicant: Fujitsu Limited
Inventor： Yuya OBINATA , Yasuhiro AOKI , Takuma YAMAMOTO , Daisuke UCHIDA
IPC: G06V20/52 , G06F40/279 , G06V10/74 , G06V10/764 , G06V20/40
CPC classification number: G06V20/52 , G06F40/279 , G06V10/761 , G06V10/764 , G06V20/41 , G06Q20/208
Abstract: A non-transitory computer-readable storage medium storing an alert generation program that causes at least one computer to execute a process, the process includes acquiring a video of a person who holds a product to be registered in an accounting machine; specifying, by inputting the acquired video to a machine learning model, a product candidate that corresponds to the product included in the video from a plurality of product candidates; acquiring an item of the product input by the person from a plurality of product candidates output by the accounting machine; and generating an alert that indicates an abnormality of the product registered in the accounting machine based on the acquired item of the product and the specified product candidate.
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公开(公告)号：US20240212351A1
公开(公告)日：2024-06-27
申请号：US18461005
申请日：2023-09-05
Applicant: Fujitsu Limited
Inventor： Yuya OBINATA , Yasuhiro AOKI , Takuma YAMAMOTO , Daisuke UCHIDA
CPC classification number: G06V20/52 , G06K7/1413 , G06V20/40 , G06V20/68
Abstract: A non-transitory computer-readable recording medium stores therein an alert generation program that causes a computer to execute a process including acquiring video image of a person who is scanning a code of a commodity product to an accounting machine, specifying, by analyzing the acquired video image, from among a plurality of commodity product candidates that are set in advance, a commodity product candidate that corresponds to the commodity product that is included in the video image, acquiring an item of the commodity product that has been registered to the accounting machine by scanning the code of the commodity product to the accounting machine, and generating, based on an item of the specified commodity product candidate and the item of the commodity product acquired from the accounting machine, an alert that indicates an abnormality of the commodity product that has been registered to the accounting machine.
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