WO2023080711A1 - Serveur et procédé pour fournir un vêtement personnalisé en utilisant la vision par ia pour mesurer des caractéristiques de partie corporelle d'un utilisateur, et système et procédé associés - Google Patents

Serveur et procédé pour fournir un vêtement personnalisé en utilisant la vision par ia pour mesurer des caractéristiques de partie corporelle d'un utilisateur, et système et procédé associés Download PDF

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Publication number
WO2023080711A1
WO2023080711A1 PCT/KR2022/017239 KR2022017239W WO2023080711A1 WO 2023080711 A1 WO2023080711 A1 WO 2023080711A1 KR 2022017239 W KR2022017239 W KR 2022017239W WO 2023080711 A1 WO2023080711 A1 WO 2023080711A1
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clothing
length
clothes
server
portable terminal
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PCT/KR2022/017239
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English (en)
Korean (ko)
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이재성
윤석호
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(주)브랜디
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Publication of WO2023080711A1 publication Critical patent/WO2023080711A1/fr

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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
    • G06Q10/00—Administration; Management
    • G06Q10/08—Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16—Human faces, e.g. facial parts, sketches or expressions

Definitions

  • the present invention relates to a server and method for providing customized clothing by measuring characteristics of a part of a user's body using vision AI, and a system and method therefor. And, the present invention is a patent application due to global metaverse commerce through Dongdaemun fashion convergence data of the 2022 metaverse content global project support project of the National IT Promotion Agency.
  • the sales company that sells the clothes delivers the clothes purchased by the customer to a place designated by the customer through a shipping company, so that the buyer can receive the clothes he/she has purchased.
  • Patent Document 1 Korean Patent Publication No. 10-2001-0097329
  • the present invention provides a server and method for providing customized clothing by measuring characteristics of a part of a user's body using vision AI.
  • the present invention provides a system and method for providing customized clothing by measuring characteristics of a part of a user's body using vision AI.
  • the present invention may provide customized clothing by measuring characteristics of a part of a user's body using vision AI.
  • the server includes a communication unit for receiving purchase information including an image of a part of the buyer's body and a keyword for a type of clothing from the buyer's mobile terminal; a memory for storing body size data based on dimensions of body feature points for each age group and gender; and a processor electrically connected to the communication unit and the memory, wherein the processor measures a dimension based on a feature point of the body included in the received purchase information, and based on the measured dimension, the buyer's body Measurement data is acquired from the memory, a plurality of clothes corresponding to the clothing type are selected based on the acquired body size data, and clothing information on the selected clothes is transmitted to the portable terminal through the communication unit.
  • a communication unit for receiving purchase information including an image of a part of the buyer's body and a keyword for a type of clothing from the buyer's mobile terminal
  • a memory for storing body size data based on dimensions of body feature points for each age group and gender
  • a processor electrically connected to the communication unit and the memory, wherein the processor
  • a system for providing customized clothing by measuring characteristic points of a part of a buyer's body acquires an image of a part of the buyer's body and a keyword for a type of clothing, and includes the image and the keyword a portable terminal that transmits purchase information to a server; and measuring a size based on the characteristic points of the body included in the received purchase information, obtaining body size data of the purchaser based on the measured size, and acquiring the body size data of the purchaser, based on the acquired body size data, to obtain the clothes.
  • the server may be configured to select a plurality of clothes corresponding to a type and transmit clothing information on the selected clothes to the portable terminal.
  • a server receives purchase information including an image of a part of the buyer's body and keywords for clothing types from a buyer's mobile terminal, and measures measurements based on body feature points included in the received purchase information. and obtaining body size data of the purchaser based on the measured dimensions, selecting a plurality of clothes corresponding to the type of clothing based on the acquired body size data, and By transmitting clothing information to the portable terminal, the purchaser can purchase clothing suitable for his/her own body size.
  • the present invention provides the server with at least one of eyebrow length, eyebrow length, eye-eye length, philtrum, mouth length, chin width, ear length, ear width, in-ear width, and neck length in the face included in the image. By measuring, it is possible to accurately estimate the body size of the purchaser.
  • the server based on at least one of the buyer's eyebrow length, eyebrows, eyes, philtrum, mouth length, chin width, ear length, ear width, inear width, and neck length, the purchaser's By estimating the lengths of the total length, shoulder, chest, hem, sleeves, and armhole, and obtaining body size data for the buyer corresponding to the estimated length, a plurality of clothes suitable for the buyer's body size can be selected. .
  • the server selects a plurality of clothes corresponding to the acquired body size data from among clothes corresponding to a keyword included in purchase information, and selects at least one of the sales order and the body-fitting order of the selected plurality of clothes. By arranging them according to one and presenting them to the mobile terminal, the purchaser can select clothes that are optimally suited to his/her body size.
  • a server when a server receives a request for additional input for adjusting the size of clothing from a purchaser based on clothing information displayed on a portable terminal, the server selects the size of the clothing adjusted based on the received request. By transmitting information on clothing to the mobile terminal, the buyer can grasp the size and stock quantity of clothing selected by the buyer in real time.
  • FIG. 1 is an exemplary diagram illustrating a system for providing customized clothing by measuring feature points of a part of a buyer's body according to an embodiment of the present invention.
  • FIG. 2 is a block diagram of a system for providing customized clothing by measuring characteristic points of a part of a buyer's body according to an embodiment of the present invention.
  • FIG. 3 is a flowchart illustrating an operation process of a system for providing customized clothing by measuring characteristic points of a part of a buyer's body according to an embodiment of the present invention.
  • FIG. 4 is an exemplary view of capturing an image of a buyer through a portable terminal according to an embodiment of the present invention.
  • FIG. 5 is an exemplary diagram for measuring dimensions based on feature points in a buyer's image according to an embodiment of the present invention.
  • FIG. 6 is an exemplary view of displaying clothes selected based on a purchaser's body size and keywords on a portable terminal according to an embodiment of the present invention.
  • FIG. 7 is an exemplary diagram illustrating a state in which a user inputs an additional input in a state in which selected clothes are displayed on a portable terminal according to an embodiment of the present invention.
  • FIG. 8 is an exemplary view showing clothing information received from a server according to an additional input according to an embodiment of the present invention.
  • first, second, etc. are used to describe various components, these components are not limited by these terms, of course. These terms are only used to distinguish one component from another component, and unless otherwise stated, the first component may be the second component, of course.
  • the arrangement of an arbitrary element on the "upper (or lower)" or “upper (or lower)” of a component means that an arbitrary element is placed in contact with the upper (or lower) surface of the component.
  • ком ⁇ онент when a component is described as “connected”, “coupled” or “connected” to another component, the components may be directly connected or connected to each other, but other components may be “interposed” between each component. ", or each component may be “connected”, “coupled” or “connected” through other components.
  • FIG. 1 is an exemplary diagram illustrating a system for providing customized clothing by measuring feature points of a part of a buyer's body according to an embodiment of the present invention.
  • a system 100 for providing customized clothing by measuring feature points of a part of a buyer's body may include a portable terminal 110 and a server 120 .
  • the mobile terminal 110 may execute a clothing sales application and provide a purchaser's clothing purchase service through the executed clothing sales application.
  • the portable terminal 110 acquires an image of a part of the buyer's body through a camera, and transmits purchase information including the acquired image and a keyword input by the buyer for the type of clothing to the purchaser. It can be transmitted to the server 120.
  • the portable terminal 110 may display information on clothes selected by the server 120 on the clothes selling application based on the keyword and the image.
  • the server 120 may receive purchase information including an image of a part of the buyer's body and a keyword for the clothing type from the buyer's mobile terminal 110 .
  • the server 120 may measure dimensions based on feature points of the purchaser's body included in the received purchase information, and obtain body size data of the purchaser based on the measured dimensions.
  • the server 120 may save the purchaser's body size data in memory, thereby reducing the calculation process by utilizing the stored body size data without measuring the purchaser's size when repurchasing the purchaser.
  • the server 120 selects a plurality of clothes corresponding to the type of clothes based on the obtained body size data, and transmits clothes information on the selected clothes to a portable terminal through the network 130 ( 110) can be transmitted.
  • FIG. 2 is a block diagram of a system for providing customized clothing by measuring characteristic points of a part of a buyer's body according to an embodiment of the present invention.
  • the portable terminal 110 may include a communication unit 210 , a memory 220 , a display unit 230 , a camera 240 , and a processor 250 .
  • the configuration of the mobile terminal 110 shown in FIG. 2 is according to an embodiment, and the components of the mobile terminal 110 are not limited to the embodiment shown in FIG. 2, and some components are added as needed. , may be changed or deleted.
  • the communication unit 210 may include at least one circuit capable of transmitting and receiving at least one signal or information to and from the communication unit 270 of the server 120 through the network 130 .
  • the communication unit 210 may receive a clothing sales application from the server 120 .
  • the memory 220 may include a volatile memory or a non-volatile memory.
  • the memory 220 may store a clothing sales application and various information on clothing received from the server 120 .
  • the memory 220 may store an image of a part of the buyer's body.
  • the display unit 230 may display an apparel selling application.
  • the display unit 230 may display clothes through a clothing sales application, and display various information related to payment and delivery of clothes selected by a buyer (eg, a user).
  • the display unit 230 may receive a user input for selecting and adjusting the size of clothing based on touch or hovering.
  • the camera 240 may obtain an image of a user.
  • the camera 240 may obtain an image of a part of the user's body (eg, head, chest, etc.) and transmit the obtained image to the processor 250 .
  • the processor 250 may control the overall operation of the portable terminal 110 .
  • the processor 250 may display a clothing sales application on the display unit 230 .
  • the processor 250 may process a user input input through the clothing sales application displayed on the display unit 230 .
  • the server 120 may include a memory 260, a communication unit 270, and a processor 280.
  • the configuration of the server 120 shown in FIG. 2 is according to an embodiment, and components of the server 120 are not limited to the embodiment shown in FIG. 2, and some components are added or changed as necessary. or can be deleted.
  • the memory 260 may store information, data, programs, applications, software, commands, and the like necessary for the operation of the server 120 .
  • the memory 260 may be, for example, a flash memory type, a hard disk type, a multimedia card micro type, or a card type memory (eg, SD). Or XD memory, etc.), RAM (RAM), ROM (EEPROM, etc.) may include at least one type of storage medium.
  • the memory 260 may store a clothing sales application provided to a consumer's portable terminal.
  • the server 120 may be managed by a company that manages clothing sales.
  • the memory 260 may store body size data based on the dimensions of body feature points for each age group and gender of the purchaser.
  • the feature points of the body may include various body parts that are standards for measuring body dimensions, such as eyes, eyebrows, nose, lips, cheeks, and neck.
  • the body size data includes various dimensions of the length of the body so that the purchaser does not have any discomfort due to the size when wearing the clothes.
  • the body measurement data may include measurements for a total length, shoulder, chest, hem, sleeve length, sleeve, armhole, neck, waist, and the like.
  • the total length is the straight length from the end of the neckline to the longest part of the hem
  • the shoulder is the straight length between the ends of both shoulders
  • the chest is the straight length between the ends of both armpits.
  • the hem is the straight length from the end point of the hem to the end point
  • the sleeve length is the straight length from the shoulder line to the end point of the sleeve
  • the sleeve is the straight length from the end point of the sleeve to the end point.
  • the armhole is the straight line length from the shoulder end point to the armpit end point
  • the neck is the straight line distance from the neck end point to the end point
  • the waist is the length measured horizontally from the waist hem end point.
  • Such body size data may differ according to measurements measured based on feature points, and measurements for the total length, shoulder, chest, hem, sleeve length, sleeve, armhole, neck, waist, etc. can be estimated through the measured measurements.
  • the memory 260 may store various information about clothing sales, such as the stock status of clothing, the number of sales, and the type of clothing mainly sold, for each of a plurality of clothing supply devices located in various parts of the country.
  • the manager of the server 120 can determine in real time which clothes have a high sales rate in which region, which clothes are out of stock, and the like.
  • clothes can be quickly supplied to the corresponding clothes supply device.
  • the communication unit 270 may communicate with the portable terminal 110 through wire or wireless, and transmit/receive various signals or data according to clothing purchase.
  • the communication unit 270 may include at least one circuit capable of transmitting and receiving at least one signal or information to and from the communication unit 210 of the portable terminal 110 through the network 130 .
  • the communication unit 270 may obtain at least a portion of information about the stock status of clothes stored in each of the plurality of clothes supply devices and sales information from the corresponding clothes supply device.
  • the processor 280 loads and processes commands or data received from the memory 260 and the communication unit 270 into the memory 260, and stores the processed data in the memory 260.
  • the processor 280 may perform an artificial intelligence algorithm.
  • the artificial intelligence algorithm may be implemented by the processor 280.
  • the artificial intelligence is a program that imitates a human brain neural network and can support a deep learning algorithm that analyzes, recognizes, infers, and judges various data by itself.
  • the artificial intelligence may include vision artificial intelligence.
  • the vision artificial intelligence is an artificial intelligence-based face recognition image processing/analysis platform solution that detects a face image, compares and identifies it with a registered photo, and provides services such as authentication, and the processor 280 is such a vision artificial intelligence. Through this, it is possible to calculate the distance of the feature points on the image, and calculate the size of the body through the calculated distance.
  • the processor 280 measures the dimensions of a part of the buyer's body through such an artificial intelligence algorithm, and selects clothes suitable for the buyer's body size through the measured measurements. You can estimate measurements for length, sleeves, armholes, neck, waist, etc.
  • the processor 280 may generate images and clothes for parts of the buyer's body (eg, head, chest, torso, upper body, lower body, etc.) from the buyer's mobile terminal 110 (eg, a clothing sales application).
  • Purchase information including keywords for types eg, underwear, underwear, pants, shirts, sweaters, etc.
  • the purchase information may include information about a price range of clothing that the buyer intends to purchase.
  • the processor 280 may store the received purchase information in the memory 260 by classifying the received purchase information by mobile terminal or by user.
  • the memory 260 may store body size data based on dimensions of body feature points (eg, eyes, eyebrows, nose, lips, philtrum, chin, cheeks, and neck) for each age group and gender.
  • body feature points eg, eyes, eyebrows, nose, lips, philtrum, chin, cheeks, and neck.
  • the body size data may include the length of eyebrows, the middle of the forehead, the length of the eyes, the length of the philtrum, the length of the mouth, the width of the chin, the length of the ears, the width of the ears, the width of the inear, and the length of the neck.
  • [Table below] 2] is a table showing the measured values of the body dimensions based on the facial features of a plurality of buyers.
  • [Table 2] shows the average value for only three buyers, but this is only described for convenience of explanation, and in the present invention, the average value for hundreds to thousands of buyers is stored in the memory 260. .
  • [Table 2] above is, for example, a table for women in their twenties, but the present invention stores these tables in the memory 260 for each age group and gender.
  • the body size data may include values for total length, shoulder width, chest size, hem length, sleeve length, and armhole length based on the above measurements for each age group and gender.
  • the processor 120 may measure at least one dimension of the buyer's body. That is, the processor 120 determines the length of the eyebrows, the middle of the eyes, the length of the eyes, the length of the philtrum, the length of the mouth, the width of the chin, the length of the ears, the width of the ears, and the in-ear through a body part (eg, face) included in the image of the purchaser. At least one of width and neck length may be measured.
  • the processor 120 based on at least one of the measured eyebrow length, glabella, eyelashes, philtrum, mouth length, chin width, ear length, ear width, inear width, and neck length,
  • the width of the buyer's head can be estimated.
  • the processor 120 may identify neck width, chest width, waist width, hip width, and thigh length through the estimated head width.
  • the processor 120 may estimate lengths of the purchaser's total length, shoulder, chest, hem, sleeve, and armhole for selecting the plurality of clothes through the estimated head width.
  • the processor 120 measures at least one of the measured eyebrow length, glabella, eyelashes, philtrum, mouth length, chin width, ear length, ear width, inear width, and neck length,
  • the total length, shoulder width, chest size, hem length, sleeve length, and armhole length of the buyer's body may be obtained from the body size data stored in the memory 260 .
  • the processor 280 may select a plurality of clothes corresponding to the keyword input by the purchaser through the portable terminal 110 based on the obtained body size data.
  • the selected plurality of clothes may include various clothes sold by a clothing seller.
  • the plurality of selected clothes are clothes suitable for the purchaser's physique based on the purchaser's body size.
  • the processor 280 selects a plurality of clothes corresponding to the obtained body size data from among clothes corresponding to a keyword included in the purchase information received from the mobile terminal 110, and The plurality of selected clothes may be arranged according to at least one of a sales order and a body fit order. Also, the processor 280 may generate clothing information for a plurality of clothes arranged according to at least one of the sales order and the body fit order.
  • the processor 280 may transmit the clothing information to the mobile terminal 110 through the communication unit 270 . That is, the processor 280 may transmit the generated clothing information to the portable terminal 110 .
  • the processor 280 when a request for an additional input for adjusting the size of clothing is received from a purchaser based on clothing information displayed on the portable terminal 110, the processor 280, based on the received request, Information on clothing selected according to the adjusted clothing size may be transmitted to the portable terminal 110 .
  • the additional input may include an input for adjusting the size of clothes displayed on the portable terminal 110 .
  • the purchaser may select clothing that suits his or her taste through a clothing sales application based on clothing information received from the server 120 .
  • the purchaser may select clothes with a large size or clothes with a small size among the clothes included in the clothing information received from the server 120 .
  • the mobile terminal 110 transmits the received additional input (eg, size, color, price adjustment, etc.) to the server 120, and the server 120 ) may select clothing corresponding to the additional input again, and transmit information (eg, size, color, stock quantity, etc.) of the selected clothing to the mobile terminal 110 again.
  • the server 120 transmits information indicating that there is no inventory quantity to the mobile terminal 110, and the mobile terminal 110 indicates that there is no inventory quantity through a clothing sales application. can be displayed
  • the processor 280 may obtain clothes information including information on inventory status and sale information of various types of clothes from a clothes handling device (not shown).
  • the processor 133 may transmit a QR code, barcode, identifier, etc. to the portable terminal 110 where the clothing was purchased.
  • FIG. 3 is a flowchart illustrating an operation process of a system for providing customized clothing by measuring characteristic points of a part of a buyer's body according to an embodiment of the present invention.
  • 4 is an exemplary view of capturing an image of a buyer through a portable terminal according to an embodiment of the present invention.
  • 5 is an exemplary diagram for measuring dimensions based on feature points in a buyer's image according to an embodiment of the present invention.
  • 6 is an exemplary view of displaying clothes selected based on a purchaser's body size and keywords on a portable terminal according to an embodiment of the present invention.
  • 7 is an exemplary diagram illustrating a state in which a user inputs an additional input in a state in which selected clothes are displayed on a portable terminal according to an embodiment of the present invention.
  • 8 is an exemplary view showing clothing information received from a server according to an additional input according to an embodiment of the present invention.
  • the portable terminal 110 may execute a camera (S310).
  • the processor 250 may execute a camera.
  • the portable terminal 110 may obtain an image of a part of the buyer's body (S312).
  • the portable terminal 110 may obtain an image of a part of the user's body through a camera by user's manipulation.
  • the camera 240 of the portable terminal 110 may obtain an image 410 including a body part 411 of a user (or purchaser). Alternatively, the portable terminal 110 may acquire an image of the buyer from the memory 220 .
  • the image 410 may include at least one feature point capable of measuring a body size.
  • the portable terminal 110 may transmit purchase information including a body image acquired through a camera to the server 120 (S314).
  • the portable terminal 110 may generate purchase information including the input keyword and the obtained image, and transmit the generated purchase information to the server 120 .
  • the server 120 may measure the dimensions of the body based on the body image (S316).
  • the server 120 may extract images and keywords by analyzing purchase information received from the mobile terminal 110 .
  • the server 120 may extract feature points from the image and measure the body size through the extracted feature points.
  • the server 120 may measure the body size through [Table 1] above.
  • the server 120 analyzes the image 510 included in the purchase information received from the portable terminal 110 to measure body dimensions based on feature points.
  • the feature points may include the crown of the head, the forehead, the eyes, the eyebrows, the cheeks, the nose, the mouth, the chin, the forehead, the ears, and the like.
  • the server 120 may measure at least one of a length between the eyes 511, a philtrum length 512, a lip length 513, and a neck length 514.
  • the server 120 (eg, the processor 280) is a distance from the top of the head to the forehead 521, a distance from the forehead to the ear 522, a length from the forehead to the chin 523, and a distance from the chin to the center of the clavicle. You can measure length (524), shoulder width (525), mid-clavicle to mid-chest length (526), and shoulder-to-elbow length (626).
  • Table 3 is a table showing values obtained by analyzing the image 510 and measuring body dimensions based on feature points.
  • Eyebrow Length Eyeblow_length
  • Glabella 23.3 mm eye length (eye_length) 35.8 mm
  • Philtrum length 33.0 mm mouth length (mouth_length) 40.0 mm
  • Length from chin to cheek chin_wide
  • ear_length 31.9 mm
  • Length from the mouth to the tip of the chin (mouth_chin) 27.8 mm ear length (ear_length) 41.9mm ear width (ear_wide) 32.5mm
  • In-Ear Width Length inear_wide
  • the server 120 (eg, the processor 280 analyzes the image 510 and finds the value with the smallest error through the measured body size value and the average detail size standard for each face type.
  • the server 120 (eg, the processor 280) obtains a length with a small deviation from at least two lengths in [Table 3] above through [Table 2], and determines the width of the buyer's head through the obtained two lengths. It can be estimated through [Table 4] below.
  • the server 120 may estimate body dimensions such as head width, neck width, chest width, waist width, hip width, and thigh length through [Table 5] below.
  • the neck width is 0.95 of the head width.
  • chest width is a ratio of 1.9 to head width (464.7mm)
  • waist width is a ratio of 1.78 to head width (435.3mm)
  • hip width is a ratio of 1.9 to head width (464.7mm)
  • the thigh length is a ratio of 2.3 to the head width (562.5 mm).
  • the server 120 (eg, the processor 280) predicts the head width through the distance between each feature point on the image, and uses the predicted head width to determine the head width, neck width, chest width, waist width, and hip width. Body measurements such as width and thigh length can be estimated.
  • the server 120 may select clothing based on the measured body size (S318).
  • the server 120 may select clothes suitable for the measured body size from among clothes corresponding to the keyword.
  • the server 120 may select clothing of different sizes according to the type of clothing. For example, a sweater may be selected in a size larger than the body size, and a size smaller than the body size may be selected in the case of skinny shoes.
  • the server 120 may transmit information on the selected clothes to the portable terminal 110 (S320).
  • the server 120 may transmit information (eg, price, color, stock quantity, design, etc.) of the selected clothes to the portable terminal 110 .
  • the portable terminal 110 may display clothing information (S322).
  • the portable terminal 110 may display information about clothes received from the server 120 through a clothes selling application.
  • the mobile terminal 110 may display a screen 610 including information on clothes received from the server 120 through a clothing sales application.
  • the mobile terminal 110 eg, the processor 250
  • the server 120 may determine the number of divided screens of the clothing sales application according to the number of clothes transmitted to the portable terminal 110 and information on clothes to be arranged and displayed in each divided area (eg, image, Clothing information including designating information (size type, stock quantity, etc.) may be transmitted to the portable terminal 110 . That is, the server 120 may include instructions for controlling the screen composition and display of the clothing selling application in the clothing information and transmit the same to the portable terminal 110 .
  • the screen 610 may be divided into a plurality of areas, and each area may display one clothing information corresponding to a keyword input by a user and a measured body size. For example, information on an image 611, a size 612 of clothing, and a stock quantity 613 may be displayed in one area. Also, the clothing sales application may continuously display clothing information through movement of the scroll bar 614 .
  • the portable terminal 110 may identify whether an additional input for displayed clothing is input (S324).
  • the portable terminal 110 may identify whether an additional input is input from the user based on clothing information displayed through the clothing selling application. For example, the user may input an additional input for adjusting the size or selecting a color based on clothing information provided from the server 120 through a clothing sales application.
  • the mobile terminal 110 displays an image 711 on one area of a screen 710 including clothing information, a size adjustment menu 712 for clothing, and information on a stock quantity 713. While is being displayed, a touch input by the user's hand 720 may be sensed.
  • the mobile terminal 110 eg, the processor 250
  • the portable terminal 110 may transmit a request for an additional input to the server 120 (S326).
  • the portable terminal 110 may generate a request message including information on the additional input (eg, size adjustment, color change, etc.) and transmit it to the server 120 .
  • the server 120 may reselect clothing based on the additional input and transmit information on the reselected clothing to the portable terminal 110 (S328).
  • the server 120 may re-select clothes based on the additional input input by the user and transmit information including the re-selection result to the portable terminal 110 .
  • the information may include information on the size, color, and balance of clothing.
  • the portable terminal 110 may identify whether clothes are selected and paid for (S330).
  • the clothing sales application of the mobile terminal 110 may identify whether clothing is selected by a user (eg, a buyer) and payment for the selected clothing is completed.
  • the portable terminal 110 may receive information about clothing reselected by the server 120 based on additional input transmitted to the server 120. .
  • the information may include instructions for controlling stock quantity and size adjustment of the clothes the user has adjusted in size.
  • the mobile terminal 110 eg, the processor 250
  • Information eg, image, stock quantity, size, etc.
  • Information eg, image, stock quantity, size, etc.
  • the information may include an image 811 , a size 812 of the image 811 , and a stock quantity 813 .
  • the portable terminal 110 may transmit payment information to the server 120 (S332).
  • the payment information may include the type of the selected clothes, the purchase number of the clothes, the shipping address, the buyer's name, the buyer's phone number, and the buyer's comments.
  • the server 120 may proceed with payment (S334).
  • the server 120 may analyze the payment information received from the portable terminal 120 and perform authentication on the payment information.
  • the clothing seller may proceed with a delivery procedure for the clothing purchased by the buyer through the manager.
  • the server 120 may proceed with payment by transmitting payment information to the server of the card company that made the payment.
  • Each step in each of the flowcharts described above may be operated regardless of the order shown, or may be performed simultaneously.
  • at least one component of the present invention and at least one operation performed by the at least one component may be implemented by hardware and/or software.

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Abstract

La présente invention concerne un serveur et un procédé pour fournir un vêtement personnalisé en utilisant la vision par IA pour mesurer des caractéristiques de partie corporelle d'un utilisateur, ainsi qu'un système et un procédé associés. À cet effet, le serveur selon un mode de réalisation de la présente invention comprend : une unité de communication pour recevoir, depuis un terminal portable d'un acheteur, une image d'une partie corporelle de l'acheteur et des informations d'achat comprenant un mot-clé associé à un type de vêtement ; une mémoire pour stocker, par groupe d'âge et sexe, des données de taille corporelle sur la base des dimensions des points caractéristiques du corps ; et un processeur connecté électriquement à l'unité de communication et à la mémoire, le processeur pouvant mesurer des dimensions sur la base de points caractéristiques du corps, qui sont inclus dans les informations d'achat reçues, acquérir des données de taille corporelle de l'acheteur à partir de la mémoire sur la base des dimensions mesurées, sélectionner une pluralité d'articles vestimentaires correspondant au type de vêtement sur la base des données de taille corporelle acquises, et transmettre des informations de vêtement concernant les articles vestimentaires sélectionnés au terminal portable par l'intermédiaire de l'unité de communication.
PCT/KR2022/017239 2021-11-04 2022-11-04 Serveur et procédé pour fournir un vêtement personnalisé en utilisant la vision par ia pour mesurer des caractéristiques de partie corporelle d'un utilisateur, et système et procédé associés WO2023080711A1 (fr)

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KR10-2021-0150797 2021-11-04
KR1020210150797A KR102398813B1 (ko) 2021-11-04 2021-11-04 비전 ai를 활용하여 사용자의 신체 일부의 특징을 측정하여 맞춤형 의류를 제공하는 서버 및 방법과 이를 위한 시스템 및 방법

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KR102398813B1 (ko) * 2021-11-04 2022-05-17 (주)브랜디 비전 ai를 활용하여 사용자의 신체 일부의 특징을 측정하여 맞춤형 의류를 제공하는 서버 및 방법과 이를 위한 시스템 및 방법

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KR20180124280A (ko) * 2017-05-11 2018-11-21 고현승 온라인 상품 추천 방법 및 장치
KR20200019389A (ko) * 2018-08-14 2020-02-24 주식회사 케이티 가상 피팅 서비스를 제공하는 사용자 단말, 방법 및 가상 피팅 서비스 제공 서버
KR20210123872A (ko) * 2020-04-06 2021-10-14 (주)아리온테크놀로지 영상 분석 기반 패션 정보 제공을 위한 서비스 제공 장치 및 방법
KR102316723B1 (ko) * 2021-02-08 2021-10-25 주식회사 더대박컴퍼니 인공지능을 이용한 신체 맞춤형 코디 시스템
KR102318952B1 (ko) * 2021-03-31 2021-10-27 임정현 인공지능을 활용한 의류 추천 및 구매 방법, 장치 및 시스템
KR102398813B1 (ko) * 2021-11-04 2022-05-17 (주)브랜디 비전 ai를 활용하여 사용자의 신체 일부의 특징을 측정하여 맞춤형 의류를 제공하는 서버 및 방법과 이를 위한 시스템 및 방법

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