WO2023053935A1 - 情報処理装置、情報処理方法及び情報処理プログラム - Google Patents

情報処理装置、情報処理方法及び情報処理プログラム Download PDF

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Publication number
WO2023053935A1
WO2023053935A1 PCT/JP2022/034183 JP2022034183W WO2023053935A1 WO 2023053935 A1 WO2023053935 A1 WO 2023053935A1 JP 2022034183 W JP2022034183 W JP 2022034183W WO 2023053935 A1 WO2023053935 A1 WO 2023053935A1
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Prior art keywords
information processing
measurement position
unit
measurement
user
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Ceased
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PCT/JP2022/034183
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English (en)
French (fr)
Japanese (ja)
Inventor
健吾 小野
映里 小島
文紀 安藤
駿矢 吉岡
美幸 保利
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Zozo Inc
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Zozo Inc
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Publication date
Application filed by Zozo Inc filed Critical Zozo Inc
Priority to CA3232785A priority Critical patent/CA3232785A1/en
Priority to US18/696,648 priority patent/US20240393935A1/en
Priority to GB2404304.4A priority patent/GB2636236A/en
Priority to CN202280065834.3A priority patent/CN118043838A/zh
Publication of WO2023053935A1 publication Critical patent/WO2023053935A1/ja
Anticipated expiration legal-status Critical
Ceased legal-status Critical Current

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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/60—Analysis of geometric attributes
    • G06T7/62—Analysis of geometric attributes of area, perimeter, diameter or volume
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
    • G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
    • G06F3/0481—Interaction techniques based on graphical user interfaces [GUI] based on specific properties of the displayed interaction object or a metaphor-based environment, e.g. interaction with desktop elements like windows or icons, or assisted by a cursor's changing behaviour or appearance
    • G06F3/04815—Interaction with a metaphor-based environment or interaction object displayed as three-dimensional [3D], e.g. changing the user viewpoint with respect to the environment or object
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
    • G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
    • G06F3/0484—Interaction techniques based on graphical user interfaces [GUI] for the control of specific functions or operations, e.g. selecting or manipulating an object, an image or a displayed text element, setting a parameter value or selecting a range
    • G06F3/04847—Interaction techniques to control parameter settings, e.g. interaction with sliders or dials
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00—Commerce
    • G06Q30/06—Buying, selling or leasing transactions
    • G06Q30/0601—Electronic shopping [e-shopping]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/10—Services
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T19/00—Manipulating three-dimensional [3D] models or images for computer graphics
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T19/00—Manipulating three-dimensional [3D] models or images for computer graphics
    • G06T19/20—Editing of three-dimensional [3D] images, e.g. changing shapes or colours, aligning objects or positioning parts
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H30/00—ICT specially adapted for the handling or processing of medical images
    • G16H30/40—ICT specially adapted for the handling or processing of medical images for processing medical images, e.g. editing

Definitions

  • the present invention relates to an information processing device, an information processing method, and an information processing program.
  • a technique for measuring a user's body size is known.
  • the present application has been made in view of the above, and aims to easily measure body size at any position.
  • An information processing apparatus includes a reception unit that receives designation of a measurement position of a body, a calculation unit that calculates the size of the measurement position as a measurement result based on a body model of a user's body, and transmits the measurement result. and a transmission unit for transmitting.
  • FIG. 1 is a diagram illustrating a configuration example of an information processing system according to an embodiment.
  • FIG. 2 is a diagram illustrating an example of information processing according to the embodiment;
  • FIG. 3 is a diagram illustrating a configuration example of an information processing apparatus according to the embodiment;
  • FIG. 4 is a diagram illustrating a configuration example of a terminal device according to the embodiment;
  • FIG. 5 is a diagram illustrating a configuration example of a provider device according to the embodiment;
  • FIG. 6 is a flowchart illustrating an example of information processing according to the embodiment.
  • FIG. 7 is a hardware configuration diagram showing an example of a computer that implements the functions of the information processing apparatus.
  • FIG. 1 is a diagram showing a configuration example of an information processing system 1 according to an embodiment.
  • the information processing system 1 shown in FIG. 1 may include a plurality of terminal devices 10, a plurality of information processing devices 100, and a plurality of provider devices 200.
  • FIG. 1 is a diagram showing a configuration example of an information processing system 1 according to an embodiment.
  • the information processing system 1 shown in FIG. 1 may include a plurality of terminal devices 10, a plurality of information processing devices 100, and a plurality of provider devices 200.
  • the terminal device 10 is an information processing device used by the user.
  • the terminal device 10 may be any device as long as it can implement the processing in the embodiments.
  • the terminal device 10 may be a device such as a smart phone, a tablet terminal, a notebook PC (Personal Computer), a desktop PC, a mobile phone, or a PDA (Personal Digital Assistant).
  • FIG. 2 shows a case where the terminal device 10 is a smart phone.
  • the terminal device 10 is, for example, a smart device such as a smartphone or tablet, and is a mobile terminal device capable of communicating with any server device via a wireless communication network such as LTE (Long Term Evolution) or 4G (Generation). is.
  • the terminal device 10 has a screen such as a liquid crystal display, which has a touch panel function. operation may be accepted.
  • the terminal device 10 is used by the user U11.
  • the terminal device 10 may be described as the user U11. That is, the user U11 can be read as the terminal device 10 below.
  • the information processing device 100 is an information processing device for easily measuring body size at an arbitrary position, and is realized by, for example, a server device, a cloud system, or the like.
  • the information processing apparatus 100 receives designation of the measurement position of the body, calculates the size of the designated measurement position as the measurement result based on the three-dimensional model of the user's body, and transmits the calculated measurement result. , has a function of learning the measurement position based on the designation of the measurement position.
  • the business operator's device 200 is an information processing device used by a business operator that utilizes the user's body size.
  • the provider device 200 may be any device as long as it can implement the processing in the embodiment.
  • the business operator device 200 may be a device such as a smart phone, a tablet terminal, a notebook PC, a desktop PC, a mobile phone, a PDA, or the like.
  • the example shown in FIG. 2 shows the case where the business operator device 200 is a desktop PC.
  • the provider device 200 is a device capable of communicating with any server device via a wireless communication network such as LTE or 4G, like the terminal device 10.
  • the operator device 200 has a screen such as a liquid crystal display and has a touch panel function, and the user can perform a tap operation, a slide operation, a scroll operation, or the like with a finger or a stylus to display contents, etc.
  • Various operations on data may be accepted.
  • FIG. 1 shows a case where the terminal device 10 and the information processing device 100 are separate devices, the terminal device 10 and the information processing device 100 may be integrated. Similarly, the information processing device 100 and the business operator device 200 may be integrated.
  • FIG. 2 is a diagram showing an example of information processing of the information processing system 1 according to the embodiment.
  • the information processing device 100 receives designation of the measurement position from the business operator device 200 (step S101). For example, the information processing apparatus 100 receives designation of the measurement position based on the user's 3D model displayed on the output unit 230 such as the monitor of the business operator apparatus 200 . In FIG. 2, the information processing apparatus 100 receives designation of the measurement position based on the 3D model M11 of the user U11, but receives designation of the measurement position based on the 3D model of a user other than the user U11. Alternatively, the designation of the measurement position may be accepted based on a general-purpose 3D model created for designation of the measurement position. Further, in FIG. 2, the information processing apparatus 100 accepts the designation of the measurement position based on the 3D model as the body model representing the body size of the user U11. For example, it may be a two-dimensional model (2D model), and is not particularly limited.
  • 2D model two-dimensional model
  • the 3D model M11 of the user U11 is displayed on the output unit 230 of the business operator apparatus 200.
  • a reference position outside the body is displayed according to a rule defined in advance when the 3D model is created.
  • reference lines lines indicating reference positions
  • neck circumference P1 chest circumference P2
  • arm circumference (right) P3-R arm circumference (left) P3-L
  • waist P4 waist (above the hip) P5, hip P6, arm length (right) P7-R, arm length (left) P7-L, thigh circumference (right) P8-R, thigh circumference (left) P8-L, Inseam (right) P9-R, Inseam (left) P9-L
  • Calf circumference (right) P10-R Calf circumference (left) P10-L
  • Ankle circumference (right) P11-R Ankle circumference ( Left) P11-L is superimposed and displayed in a fluorescent color or the like.
  • the operator of the operator's device 200 designates the measurement position from which the body size is to be collected by operating the mouse or the like, based on the above reference position. At this time, the operator of the operator device 200 can directly specify the external reference position, but can also specify an arbitrary measurement position by adjusting the displayed reference line with a mouse operation or the like. can. In the example shown in FIG. 2, the operator of the operator device 200 finely adjusts the designated measurement position near the chest circumference P2 by dragging the reference line of the chest circumference P2 up and down with the mouse pointer.
  • the operator of the operator device 200 can, for example, use the mouse pointer to change the length of the arm or the starting point or the ending point of the crotch, or can be surrounded by the reference line of the waist P4 and the reference line of the waist (above the hipbone) P5. You can also specify to measure area or volume.
  • the operator of the operator device 200 selects a measurement position from which the body size is to be collected, based on a reference position (arbitrarily referred to as an "internal reference position") that serves as a reference inside the body for the measurement position estimated from the 3D model. It can also be specified by mouse operation or the like.
  • the internal reference position is the position of the skeleton, internal organs, etc. estimated from a model (kinetic model) related to the movement of the user U11 created from the 3D model M11.
  • the reference position is indicated on the 3D model M11.
  • a point hereinafter referred to as a “reference point” is superimposed and displayed in a fluorescent color or the like.
  • the operator of the business operator device 200 can specify to measure the length between arbitrary joints by clicking the reference points of a plurality of joints with the mouse pointer on the 3D model M11. .
  • the operator of the business operator device 200 can also specify the measurement position where the body size is to be collected based on the operation on the clothing for body size measurement used to create the 3D model.
  • the clothing for body size measurement used to create the 3D model is, for example, the clothing dedicated to body size measurement described in Patent Document 1.
  • Information for designating the measurement position on the 3D model is acquired. Any clothing that can be worn.
  • the clothes for body size measurement described above may be clothes for measuring the size of limbs or face, and are not particularly limited.
  • the operator of the business operator device 200 can specify that the length of any measurement position be measured by irradiating the clothing for body size measurement worn by the user U11 with a laser pointer.
  • the operator of the operator device 200 can also specify the measurement position where the body size is to be collected based on the drawing on the 3D model by operating the mouse or the like.
  • the operator of the business operator device 200 can measure the length, area, volume, etc. of any measurement position by drawing a straight line or drawing a circle on the 3D model M11 with a mouse pointer. can also be specified.
  • the information processing device 100 receives designation of the measurement position from the terminal device 10 (step S102). For example, the information processing apparatus 100 receives designation of the measurement position based on the user's 3D model displayed on the output unit 13 such as the monitor of the terminal device 10 . Note that in FIG. 2, the information processing apparatus 100 receives designation of the measurement position from the terminal device 10 based on the 3D model M11 of the user U11, but the measurement position is received based on the 3D model of a user other than the user U11. may be accepted, or the specification of the measurement position may be accepted based on a general-purpose 3D model created for specifying the measurement position.
  • a 3D model M11 of the user U11 is displayed on the output unit 13 of the terminal device 10, and the user U11 performs a sliding operation on the 3D model M11 with a finger around the knee (left ) to specify the measurement position.
  • the user U11 can also specify the measurement position where the body size is to be collected based on the reference line of the external reference position displayed on the 3D model M11 and the reference point of the internal reference position.
  • the user U11 can also specify the measurement position based on the operation on the clothes for body size measurement worn by the user U11.
  • the user U11 can also specify the measurement position based on the drawing on the 3D model M11.
  • step S101 The relationship between the specification of the measurement position by the operator device 200 (step S101) and the specification of the measurement position by the terminal device 10 (step S102) will be described.
  • the processing in step S101 and the processing in step S102 shown in FIG. 2 are examples, and may be executed in a different order from that in FIG. 2, or some processing may be omitted. That is, only the measurement position may be specified by the business operator device 200, or only the measurement position may be specified by the terminal device 10.
  • FIG. Moreover, the measurement position whose designation is received first may be given priority, or the measurement position whose designation is received later may be given priority.
  • the user U11 may specify the measurement position so that the user U11 corrects the measurement position specified by the business operator device 200 in advance.
  • the user U11 measures the top bust on the body size measurement clothes worn by the user U11.
  • the measurement location specification can be modified.
  • a laser may be emitted from the terminal device 10 of the user U11 to indicate the measurement position on the clothing for body size measurement, or the clothing for body size measurement itself may emit light to indicate the measurement position.
  • the measurement position may be indicated on the 3D model displayed on the output unit 13 of the terminal device 10 .
  • the information processing device 100 is a device that receives designation of the measurement position of the body. Further, the information processing device 100 is a device that receives designation of a measurement position specified based on a reference position outside the body defined by a body model. Further, the information processing device 100 is a device that receives designation of a measurement position specified based on a reference position inside the body estimated based on the body model. Further, the information processing device 100 is a device that receives designation of a measurement position specified based on an operation on clothing for body size measurement used to create a body model. Further, the information processing device 100 is a device that accepts correction of the measurement position specified by the user.
  • the information processing device 100 calculates the size of the measurement position based on the user's 3D model (step S103). For example, when the outer circumference of a position other than the reference line shown in FIG. 2 is specified as the measurement position, the information processing apparatus 100 calculates the outer circumference based on the information acquired when the 3D model M11 of the user U11 is created. Calculate At this time, if information corresponding to the designated measurement position does not exist, the information processing apparatus 100 may calculate the body size based on information estimated from the 3D model M11. may send an instruction to re-measure to
  • the information processing apparatus 100 can also correct the designated measurement position when calculating the size of the measurement position. For example, when the user U11 specifies a measurement position with a finger on the 3D model M11, the straight line or plane specifying the start point and end point is corrected so as to be parallel to the ground, and the corrected straight line or plane is specified. The body shape size is calculated as the measurement position. At this time, the information processing apparatus 100 may display a message for confirming whether correction is necessary or a screen for selecting a correction method on the output unit 13 of the terminal device 10 .
  • the information processing device 100 is a device that calculates the size of the measurement position as a measurement result based on the 3D model of the user's body. Further, the information processing device 100 is a device that calculates the measurement result by correcting the measurement position.
  • the information processing device 100 transmits the calculated measurement result to the business operator device 200 (step S104). For example, the information processing device 100 transmits the size information of the measurement position specified by the business operator device 200 . At this time, the information processing apparatus 100 may transmit the size information of the measurement position specified by the terminal device 10, the size information of the measurement position corrected by the user U11, or the size information of the corrected measurement position. You may send. Further, the information processing apparatus 100 may transmit only the size information of the measurement position permitted by the user U11. Furthermore, the information processing apparatus 100 may transmit the measurement result to another terminal (not shown).
  • the information processing device 100 transmits the calculated measurement result to the terminal device 10 (step S105). For example, the information processing device 100 transmits size information of the measurement position specified by the terminal device 10 . At this time, the information processing apparatus 100 may transmit the size information of the measurement position specified by the business operator apparatus 200, or may transmit the size information of the measurement position after correction. Furthermore, the information processing apparatus 100 may transmit the measurement result to another terminal (not shown).
  • the information processing device 100 is a device that transmits the calculated measurement results. Note that the processing in step S104 and the processing in step S105 shown in FIG. 2 are examples, and may be executed in a different order from that in FIG. 2, or some processing may be omitted.
  • the information processing apparatus 100 learns the designation of the received measurement position (step S106). For example, the information processing apparatus 100 uses the learning model to learn the measurement positions specified by each operator as the measurement positions specified by the operator apparatus 200 . That is, the information processing apparatus 100 learns the part of the measurement position for which the body size of each business operator is to be collected and the tendency of adjustment from the external reference position. Further, the information processing apparatus 100 learns the measurement position corrected by the user U11 and the corrected measurement position using the learning model. For example, when the information processing apparatus 100 learns the underbust position corrected by the user U11 and calculates the measurement result of the underbust position of another user, the information processing apparatus 100 may learn the underbust position based on the measured position after learning. You can calculate the size.
  • the information processing device 100 is a device that learns the measurement position based on the designation of the measurement position. Further, the information processing device 100 is a device that learns the corrected measurement position.
  • the information processing apparatus 100 receives designation of the measurement position from the operator device 200 or the terminal device 10 of the user U11, and determines the size of the measurement position based on the 3D model M11 of the user U11. It calculates and transmits the calculated measurement result to the operator device 200 and the terminal device 10 of the user U11. For this reason, conventionally, the measurement positions such as waist P4 and hip P6 were defined, which made it difficult to use in various services. It is possible to collect body shape sizes that are easy to use. In other words, it is expected that detailed data will be provided to business operators who seek body data necessary for various services such as underwear, diet, health care, sports, games, and fashion.
  • the information processing apparatus 100 can accept correction of the measurement position designation of the user U11, correct the measurement position, and learn the accepted measurement position designation. For this reason, conventionally, specifying and correcting the measurement position took time and effort, but it is possible to reduce the time and effort. In addition, more accurate size measurement can be expected compared to the conventional method.
  • FIG. 3 is a diagram illustrating a configuration example of the information processing apparatus 100 according to the embodiment.
  • the information processing apparatus 100 has a communication section 110, a storage section 120, and a control section .
  • the information processing apparatus 100 has an input unit (for example, a keyboard, a mouse, etc.) that receives various operations from the administrator of the information processing apparatus 100, and a display unit (for example, a liquid crystal display, etc.) for displaying various information. You may
  • the communication unit 110 is realized by, for example, a NIC (Network Interface Card) or the like.
  • the communication unit 110 is connected to the network N by wire or wirelessly, and transmits and receives information to and from the terminal device 10, the business operator device 200, and the like via the network N.
  • the storage unit 120 is realized by, for example, a RAM (Random Access Memory), a semiconductor memory device such as a flash memory, or a storage device such as a hard disk or an optical disk. As shown in FIG. 3 , the storage unit 120 has a user information storage unit 121 and a business operator information storage unit 122 .
  • RAM Random Access Memory
  • semiconductor memory device such as a flash memory
  • storage device such as a hard disk or an optical disk.
  • FIG. 3 the storage unit 120 has a user information storage unit 121 and a business operator information storage unit 122 .
  • the user information storage unit 121 stores information about each user. For example, the user information storage unit 121 stores “user ID” as identification information of each user, “3D model information” as information of 3D model of each user, “size information” as body shape size of each user, and measurement of size information. It stores “time information” that is the time, "user position information” that indicates the designation or correction of the measurement position by each user, and the like.
  • the business operator information storage unit 122 stores information about each business operator. For example, the business operator information storage unit 122 stores "business operator ID” as identification information of each business operator, and "business operator position information” indicating specification and correction of measurement positions by each business operator.
  • control unit 130 is a controller, and various programs stored in a storage device inside the information processing apparatus 100 are controlled by a CPU (Central Processing Unit), an MPU (Micro Processing Unit), or the like, and the RAM is used as a work area. It is realized by executing as Also, the control unit 130 is a controller, and is implemented by an integrated circuit such as an ASIC (Application Specific Integrated Circuit) or an FPGA (Field Programmable Gate Array).
  • ASIC Application Specific Integrated Circuit
  • FPGA Field Programmable Gate Array
  • control unit 130 has a reception unit 131, a calculation unit 132, a transmission unit 133, and a learning unit 134, and implements or executes the information processing operation described below.
  • the internal configuration of the control unit 130 is not limited to the configuration shown in FIG. 3, and may be another configuration as long as it performs information processing described later.
  • the reception unit 131 receives designation of the measurement position of the body. For example, the reception unit 131 receives designation of the measurement position specified based on the reference position outside the body defined by the body model. That is, the reception unit 131 receives information about the neck circumference, chest circumference, arm circumference, waist, waist (above the hip bone), hips, arm length, thigh circumference, inseam circumference, calf circumference, ankle circumference, etc. defined when creating the 3D model. Accepts specification of any measurement position specified based on the reference position outside the body. Further, the reception unit 131 receives designation of an arbitrary measurement position specified by an operator of the operator device 200 or user U11's operation on the terminal.
  • the reception unit 131 receives designation of the measurement position specified based on the reference position inside the body estimated based on the body model. That is, the reception unit 131 is based on the reference positions inside the body, such as a skeleton including multiple bones and joints, muscles, internal organs, blood vessels, etc., which are estimated by a kinetic model created from a 3D model of the user and information on motion. Accepts the specification of any measurement position specified in . Further, the reception unit 131 receives designation of an arbitrary measurement position specified by an operator of the operator device 200 or user U11's operation on the terminal.
  • the reception unit 131 receives designation of the measurement position specified based on the operation on the clothing for body size measurement used to create the body model. That is, the receiving unit 131 irradiates the clothes for body size measurement worn by the user U11 with a laser pointer, causes the clothes for body size measurement to emit light, or causes the clothes for body size measurement to be displayed. By indicating the measurement position on the 3D model M11, an instruction to measure the body shape size at an arbitrary measurement position is accepted.
  • the reception unit 131 can also specify to measure the length of an arbitrary measurement position by sensing the contact position on the clothes for body size measurement worn by the user U11 by the operation of the user U11. can.
  • the reception unit 131 can also specify the measurement position where the body size is to be collected based on the drawing on the body model by operating the mouse or the like.
  • the receiving unit 131 may receive a specification to measure the length, area, volume, etc. of an arbitrary measurement position based on a straight line or circle drawn with a mouse pointer on the 3D model M11. can.
  • the reception unit 131 receives correction of the measurement position specified by the user.
  • the user U11 may specify the measurement position so that the user U11 corrects the measurement position specified by the operator device 200 in advance.
  • the reception unit 131 receives designation of the measurement position using the learning model. That is, the receiving unit 131 receives the designation of the measurement position for each user based on the designation, adjustment, and correction of the measurement position learned by the learning unit 134 .
  • the reception unit 131 acquires various types of information from the user information storage unit 121 and the business operator information storage unit 122.
  • the reception unit 131 also stores various types of information in the user information storage unit 121 and the business operator information storage unit 122 .
  • the calculation unit 132 calculates the size of the measurement position as the measurement result based on the body model of the user's body. For example, when the circumference of a position other than the defined reference line outside the body is designated as the measurement position, the calculation unit 132 calculates the information acquired by the body size measurement clothes when creating the 3D model M11 of the user U11. Based on the above, the outer circumference is calculated.
  • the calculation unit 132 calculates the measurement result by correcting the measurement position. For example, when the user U11 designates a measurement position with a finger on the 3D model M11, the straight line or surface for which the start point and end point are designated is corrected so as to be parallel to the ground, and the corrected straight line is the designated measurement position. Calculate the body size as the position.
  • the calculation unit 132 corrects the measurement position using the learning model. That is, the calculation unit 132 corrects the measurement position for each user based on the correction of the measurement position learned by the learning unit 134 .
  • the transmission unit 133 transmits the measurement results. For example, the size information of the measurement position specified by the operator of the business operator device 200 is transmitted to the business operator device 200 and the terminal device 10 . Also, the size information of the measurement position specified by the user U11 is transmitted to the terminal device 10 and the business operator device 200. FIG. Further, the transmitting unit 133 may transmit only the size information of the measurement position permitted by the user U11 to the provider apparatus 200. FIG. Furthermore, the transmission unit 133 may transmit the measurement result to another terminal (not shown).
  • the learning unit 134 learns the measurement position based on the designation of the measurement position. For example, the learning unit 134 specifies the corresponding measurement position on the 3D model of another user based on the designation, adjustment, and correction of the measurement position performed on the 3D model M11 of the user U11. Learn learning models. Also, the learning unit 134 learns the corrected measurement position. For example, the learning unit 134 learns to calculate the body shape size of the corresponding measurement position on the 3D model of the other user based on the correction of the measurement position executed on the 3D model M11 of the user U11. learn the model. At this time, the learning unit 134 may learn the learning model by back propagation or the like.
  • FIG. 4 is a diagram showing a configuration example of the terminal device 10 according to the embodiment.
  • the terminal device 10 has a communication section 11 , an input section 12 , an output section 13 and a control section 14 .
  • the communication unit 11 is implemented by, for example, a NIC.
  • the communication unit 11 is connected to a predetermined network N by wire or wirelessly, and transmits and receives information to and from the information processing apparatus 100 and the like via the predetermined network N.
  • the input unit 12 receives various operations from the user U11. For example, the input unit 12 may receive various operations from the user U11 through the display surface using a touch panel function. The input unit 12 may also receive various operations from buttons provided on the terminal device 10 or from a keyboard or mouse connected to the terminal device 10 .
  • the output unit 13 is a display screen of a tablet terminal realized by, for example, a liquid crystal display or an organic EL (Electro-Luminescence) display, and is a display device for displaying various information. For example, the output unit 13 displays information transmitted from the information processing device 100 .
  • the control unit 14 is, for example, a controller, and is realized by executing various programs stored in a storage device inside the terminal device 10 using a RAM as a work area by means of a CPU, MPU, or the like.
  • the various programs include application programs installed in the terminal device 10 .
  • the various programs include an application program for displaying information transmitted from the information processing apparatus 100 .
  • the control unit 14 is implemented by an integrated circuit such as an ASIC or FPGA, for example.
  • control unit 14 has a receiving unit 141, a designating unit 142, and a transmitting unit 143, and implements or executes the information processing operation described below.
  • the receiving unit 141 receives various information.
  • the receiving unit 141 receives various information from an external information processing device.
  • the receiving unit 141 receives various information from other information processing devices such as the information processing device 100 .
  • the receiving unit 141 receives information for displaying the 3D model M11 of the user U11 from the information processing device 100 .
  • the size information of the measurement position specified by the user U11 is received from the information processing device 100 .
  • the designating unit 142 designates a measurement position at which the body size is to be collected based on the reference line of the external reference position displayed on the 3D model M11 and the reference point of the internal reference position displayed on the 3D model M11 by the operation of the user U11.
  • the specifying unit 142 can also specify the measurement position based on the operation on the clothes for body size measurement worn by the user U11.
  • the designation unit 142 can also designate the measurement position based on the drawing on the 3D model.
  • the transmission unit 143 transmits various kinds of information to an external information processing device.
  • the transmission unit 143 transmits various types of information to other information processing devices such as the information processing device 100 .
  • the transmitting unit 143 transmits user position information, which is the measurement position specified or corrected by the specifying unit 142 by user's operation.
  • FIG. 5 is a diagram showing a configuration example of the business operator device 200 according to the embodiment.
  • the provider device 200 has a communication section 210 , an input section 220 , an output section 230 and a control section 240 .
  • the communication unit 210 is implemented by, for example, a NIC.
  • the communication unit 210 is connected to a predetermined network N by wire or wirelessly, and transmits and receives information to and from the information processing apparatus 100 and the like via the predetermined network N.
  • the input unit 220 receives various operations from the operator.
  • the input unit 220 may receive various operations from the operator through the display surface using a touch panel function. Further, the input unit 220 may accept various operations from buttons provided on the operator device 200 or from a keyboard or mouse connected to the operator device 200 .
  • the output unit 230 is, for example, a display screen of a tablet terminal realized by a liquid crystal display, an organic EL display, or the like, and is a display device for displaying various information.
  • the output unit 230 displays information transmitted from the information processing device 100 .
  • the control unit 240 is, for example, a controller, and is realized by executing various programs stored in a storage device inside the business operator apparatus 200 using a RAM as a work area by a CPU, MPU, or the like.
  • these various programs include application programs installed in the business operator device 200 .
  • the various programs include an application program for displaying information transmitted from the information processing apparatus 100 .
  • the control unit 240 is implemented by an integrated circuit such as an ASIC or FPGA, for example.
  • control unit 240 has a receiving unit 241, a designating unit 242, and a transmitting unit 243, and realizes or executes the information processing operation described below.
  • the receiving unit 241 receives various information.
  • the receiving unit 241 receives various information from an external information processing device.
  • the receiving unit 241 receives various information from other information processing apparatuses such as the information processing apparatus 100 .
  • the receiving unit 241 receives information for displaying the 3D model M11 of the user U11 from the information processing device 100 .
  • the size information of the measurement position specified by the operator of the business operator apparatus 200 is received from the information processing apparatus 100 .
  • the specifying unit 242 is operated by the operator of the operator device 200 to specify a measurement position at which the body size is to be collected based on the reference line of the external reference position displayed on the 3D model M11 and the reference point of the internal reference position. specify.
  • the specifying unit 242 can also specify the measurement position based on the operation on the clothes for body size measurement worn by the user U11.
  • the designation unit 242 can also designate the measurement position based on the drawing on the 3D model.
  • the transmission unit 243 transmits various types of information to an external information processing device.
  • the transmission unit 243 transmits various types of information to other information processing devices such as the information processing device 100 .
  • the transmitting unit 243 transmits the operator position information, which is the measurement position specified or corrected by the specifying unit 242 by the operation of the operator of the operator device 200 .
  • FIG. 6 is a flow chart showing the procedure of information processing by the information processing system 1 according to the embodiment. Note that the processing of steps S201 to S204 shown in FIG. 6 is an example, and may be executed in a different order from that in FIG. 6, or some processing may be omitted.
  • the information processing apparatus 100 executes designation acceptance processing (step S201). That is, the information processing device 100 receives designation of the measurement position from the business operator device 200 or the terminal device 10 .
  • the information processing apparatus 100 executes size calculation processing (step S202). That is, the information processing apparatus 100 calculates the body size at the designated measurement position.
  • the information processing device 100 executes measurement result transmission processing (step S203). That is, the information processing device 100 transmits the measurement result including the size information to the business operator device 200 and the terminal device 10 .
  • the information processing apparatus 100 executes measurement position learning processing (step S204). That is, the information processing device 100 learns the designated measurement position.
  • the information processing apparatus 100 has the reception unit 131 , the calculation unit 132 and the transmission unit 133 .
  • the reception unit 131 receives designation of the measurement position of the body.
  • the calculation unit 132 calculates the size of the measurement position as the measurement result based on the three-dimensional model of the user's body.
  • the transmission unit 133 transmits the measurement results.
  • the information processing apparatus 100 can easily measure the body size at any position.
  • the information processing device 100 further has a learning unit 134 .
  • the learning unit 134 learns the measurement position based on the designation of the measurement position.
  • the information processing apparatus 100 can easily measure the body shape size at an arbitrary position while reducing the labor for input by learning the measurement position.
  • reception unit 131 receives designation of the measurement position specified based on the reference position outside the body defined by the three-dimensional model.
  • the information processing apparatus 100 can easily measure the body shape size at an arbitrary position while reducing input work by accepting a designation based on the defined measurement position outside the body. can be done.
  • the reception unit 131 receives designation of the measurement position specified based on the reference position inside the body estimated based on the three-dimensional model.
  • the information processing apparatus 100 accepts a specification based on the estimated measurement position inside the body, thereby reducing input work and easily measuring the body size at an arbitrary position. can be done.
  • reception unit 131 receives designation of the measurement position specified based on the operation on the clothing for body size measurement used to create the three-dimensional model.
  • the information processing apparatus 100 accepts the designation of the measurement position based on the operation on the clothes for body size measurement, thereby reducing the trouble of inputting and easily measuring the body size at any position. can do.
  • reception unit 131 further receives correction of the measurement position specified by the user.
  • the information processing apparatus 100 can easily measure the body shape size at a more accurate arbitrary position reflecting the correction of the user's specification of the measurement position.
  • calculation unit 132 calculates the measurement result by correcting the measurement position, and the learning unit 134 learns the corrected measurement position.
  • the information processing apparatus 100 can easily measure the body shape size at a more accurate arbitrary position reflecting the correction of the measurement position.
  • FIG. 7 is a hardware configuration diagram showing an example of a computer that implements the functions of the terminal device 10, the information processing device 100, and the business operator device 200.
  • Computer 1000 has CPU 1100 , RAM 1200 , ROM 1300 , HDD 1400 , communication interface (I/F) 1500 , input/output interface (I/F) 1600 and media interface (I/F) 1700 .
  • the CPU 1100 operates based on programs stored in the ROM 1300 or HDD 1400 and controls each section.
  • the ROM 1300 stores a boot program executed by the CPU 1100 when the computer 1000 is started up, a program depending on the hardware of the computer 1000, and the like.
  • the HDD 1400 stores programs executed by the CPU 1100 and data used by these programs.
  • Communication interface 1500 receives data from another device via a predetermined communication network, sends the data to CPU 1100, and transmits data generated by CPU 1100 to another device via a predetermined communication network.
  • the CPU 1100 controls output devices such as displays and printers, and input devices such as keyboards and mice, via an input/output interface 1600 .
  • CPU 1100 acquires data from an input device via input/output interface 1600 .
  • CPU 1100 also outputs the generated data to an output device via input/output interface 1600 .
  • the media interface 1700 reads programs or data stored in the recording medium 1800 and provides them to the CPU 1100 via the RAM 1200 .
  • CPU 1100 loads such a program from recording medium 1800 onto RAM 1200 via media interface 1700, and executes the loaded program.
  • the recording medium 1800 is, for example, an optical recording medium such as a DVD (Digital Versatile Disc) or a PD (Phase change rewritable disk), a magneto-optical recording medium such as an MO (Magneto-Optical disk), a tape medium, a magnetic recording medium, or a semiconductor memory. etc.
  • the CPU 1100 of the computer 1000 executes a program loaded on the RAM 1200 to control the control unit 14, It implements the functions of the control unit 130 and the control unit 240 .
  • CPU 1100 of computer 1000 reads these programs from recording medium 1800 and executes them, but as another example, these programs may be obtained from another device via a predetermined communication network.
  • each component of each device illustrated is functionally conceptual and does not necessarily need to be physically configured as illustrated.
  • the specific form of distribution and integration of each device is not limited to the one shown in the figure, and all or part of them can be functionally or physically distributed and integrated in arbitrary units according to various loads and usage conditions. Can be integrated and configured.
  • control unit can be read as control means or a control circuit.

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CA3232785A CA3232785A1 (en) 2021-09-29 2022-09-13 Information processing device, information processing method, and non-transitory computer-readable storage medium
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GB2404304.4A GB2636236A (en) 2021-09-29 2022-09-13 Information processing device, information processing method, and information processing program
CN202280065834.3A CN118043838A (zh) 2021-09-29 2022-09-13 信息处理装置、信息处理方法以及信息处理程序

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