WO2020055154A1 - Dispositif d'enregistrement de vêtements et dispositif de recommandation de vêtements, et système en ligne comprenant ceux-ci - Google Patents

Dispositif d'enregistrement de vêtements et dispositif de recommandation de vêtements, et système en ligne comprenant ceux-ci Download PDF

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Publication number
WO2020055154A1
WO2020055154A1 PCT/KR2019/011816 KR2019011816W WO2020055154A1 WO 2020055154 A1 WO2020055154 A1 WO 2020055154A1 KR 2019011816 W KR2019011816 W KR 2019011816W WO 2020055154 A1 WO2020055154 A1 WO 2020055154A1
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WO
WIPO (PCT)
Prior art keywords
clothing
unit
user
information
recommendation
Prior art date
Application number
PCT/KR2019/011816
Other languages
English (en)
Korean (ko)
Inventor
장구앙
서민아
유성민
임숙현
조주희
Original Assignee
엘지전자 주식회사
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by 엘지전자 주식회사 filed Critical 엘지전자 주식회사
Priority to US17/275,988 priority Critical patent/US20220031068A1/en
Priority to AU2019338892A priority patent/AU2019338892B2/en
Priority to RU2021109651A priority patent/RU2768558C1/ru
Priority to JP2021513186A priority patent/JP2022511301A/ja
Priority to CN201980059807.3A priority patent/CN112703286A/zh
Priority to EP19859109.1A priority patent/EP3851571A4/fr
Priority claimed from KR1020190112636A external-priority patent/KR20200030471A/ko
Publication of WO2020055154A1 publication Critical patent/WO2020055154A1/fr

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    • D—TEXTILES; PAPER
    • D06—TREATMENT OF TEXTILES OR THE LIKE; LAUNDERING; FLEXIBLE MATERIALS NOT OTHERWISE PROVIDED FOR
    • D06F—LAUNDERING, DRYING, IRONING, PRESSING OR FOLDING TEXTILE ARTICLES
    • D06F58/00—Domestic laundry dryers
    • D06F58/10—Drying cabinets or drying chambers having heating or ventilating means
    • D—TEXTILES; PAPER
    • D06—TREATMENT OF TEXTILES OR THE LIKE; LAUNDERING; FLEXIBLE MATERIALS NOT OTHERWISE PROVIDED FOR
    • D06F—LAUNDERING, DRYING, IRONING, PRESSING OR FOLDING TEXTILE ARTICLES
    • D06F58/00—Domestic laundry dryers
    • D06F58/20—General details of domestic laundry dryers 
    • D06F58/26—Heating arrangements, e.g. gas heating equipment

Definitions

  • the present invention photographs and stores the user's body and small intestine clothing, recommends clothes suitable for the user according to a schedule or weather, and recognizes the state of clothes worn by the user to determine or guide a suitable treatment course, and includes home appliances and the like To the online system.
  • the conventional virtual fitting system scans the user's appearance using a depth sensor, thereby increasing the user's height, weight, and size. , Acquire detailed information such as the length of each joint, and create and store a 3D model corresponding to the user. Also, referring to Korean Patent Publication No. 10-2016-0088112 (Prior Art 2), the conventional virtual fitting system matches (renders) clothing provided by the seller to the user's three-dimensional model, so that the user can In the video, it was possible to directly check the appearance of clothing when worn.
  • FIG. 1 shows an embodiment of a conventional virtual fitting system.
  • the user 1 can stand in front of the virtual fitting device 2 in which a camera equipped with a depth sensor is installed.
  • the virtual fitting device 2 may be displayed as it is in the form of a mirror 4 of the user 1 photographed by the camera.
  • the virtual fitting device 2 may be displayed with a guide line 3 to induce the user to be placed in the correct position or to take a specific pose.
  • the virtual fitting device 2 applies the clothing 5 selected by the user to the user's appearance 4 It is rendered and displayed. Thereby, the user can identify whether it suits himself without wearing the clothing 5 directly.
  • the user has a problem in that the seller cannot perform virtual fitting for clothes that the seller has failed to provide.
  • a conventional virtual fitting system recognizes a user's body with a depth sensor, etc., and a technique for recommending clothing suitable for the user's body has appeared.
  • Korean Patent Publication No. 10-2014-0006294 (Prior Art 5)
  • a conventional virtual fitting system is suitable for a user considering not only the user's body information, but also the user's own clothing, preferences, and purchase history.
  • the technology to recommend clothing and brands has appeared.
  • the user lacks knowledge or information about clothes suitable for them, there is convenience in selecting clothes suitable for the current state.
  • the conventional virtual fitting system there is a limit to recommend the clothing only when the clothing information of the clothing to be recommended is previously identified and stored. Therefore, if the seller who produced the garment owned by the user does not provide the garment information, the conventional virtual fitting system has a limitation in that the user can not properly recommend the garment owned by the user.
  • the conventional virtual fitting system has a limitation that it cannot be used at all to grasp the user's body changes even if there are household appliances that can scan the user and perform 3D modeling.
  • the conventional virtual fitting system has a limitation in that even if a user recommends clothing to the user, the user cannot confirm or verify whether the clothing is actually suitable for the user. For example, there is a problem that the user cannot determine whether the recommended clothing is suitable for a background or situation completely different from the place where the virtual fitting is currently performed. In addition, the user often accompanies, but there is a problem that cannot be compared with the other person who is absent at the time of virtual fitting and whether the recommended clothing is suitable.
  • a plurality of household appliances that can wash or refresh clothing may be disposed in the home. Therefore, the user may not be able to accurately determine which home appliance the worn clothing should be processed.
  • the user has a problem in that the garment is not properly processed by putting the garment into a household appliance that performs a refresh even though the garment needs washing.
  • An object of the present invention is to solve the problem of providing a household appliance capable of storing clothing information on clothing owned by a user.
  • the present invention aims to solve the problem of providing a household appliance capable of calculating clothing information by photographing clothing owned by a user.
  • the present invention aims to solve the problem of providing a household appliance capable of acquiring clothing information by photographing clothing worn by a user.
  • An object of the present invention is to solve the problem of providing a household appliance capable of recommending suitable clothing in consideration of the weather, schedule, body information, fashion, preference, and the current state of clothing.
  • An object of the present invention is to solve the problem of providing both an electronic system that can be recommended to a user and an online system including the same by analyzing both the clothes and the clothes to be purchased.
  • the present invention aims to solve the problem of providing an electronic system that can connect to purchase and an online system including the same when recommending other clothes in addition to the clothes possessed.
  • An object of the present invention is to solve the problem of providing a home appliance that can compare the recommended clothing with other clothing, compare with other people's information, or switch the background, and an online system including the same.
  • An object of the present invention is to solve the problem of providing a household appliance capable of detecting a body change by repeatedly photographing a specific user.
  • the present invention aims to solve a home appliance that can select wearable and non-wearable clothing according to a specific user's body change.
  • the online system of the present invention provides a clothing device capable of drying clothing with hot air or steam.
  • the garment device can dry the garment by supplying heated air and moisture to the chamber.
  • the support bar on which the garment is mounted may be moved to remove wrinkles of the garment and help deodorize the garment.
  • the clothing device may separately include a water supply tank for supplying the steam, and may also include a collection tank for collecting condensed water in the process of dehumidifying the space on which the garment is mounted.
  • the online system of the present invention may further include a server and an external terminal capable of providing information in communication with a clothing device.
  • the garment device may include a speaker and a screen as an output device, and may be provided to brief the day schedule.
  • the clothing device may recommend items such as weather and clothing or accessories required for the weather as the output device. For example, the clothing device may guide the phrase or voice such as "Please prepare an umbrella as it may rain tomorrow" as an output device.
  • the clothing device may search for a seller of clothing or accessories according to a user's request.
  • the clothing device may display clothing or accessories provided by the searched dealer.
  • the user can order the selected clothing or accessories through the clothing device.
  • the apparel device may provide an AR fitting service to assist in the choice of use to determine the order of apparel or accessories.
  • the garment device may access an external terminal or the Internet through a communication module or AP.
  • the garment device may check the schedule of the user stored in the external terminal or the server, or the schedule registered in the Internet account set by the user.
  • the clothing device can grasp weather information from the Internet, and the schedule or weather information can be directly input by a user through an input device of the clothing device.
  • the input device may include a voice recognition microphone, a touch panel provided in front of the door, and a control panel.
  • the clothing device may prepare N types of images (styling images, coordination images) or voice information in consideration of the user's schedule and the weather of the day.
  • images may be generated by combining clothing of a user registered in the DB.
  • the image in which clothing is combined may be an image composed of only combinations of clothing, or an image in which clothing is expressed based on a user image.
  • the clothing device of the present invention can recommend clothing based on the registered clothes.
  • the clothing device can output an image to the output device based on the registered clothes, schedule, and weather in the DB.
  • the output device may include a speaker and a display panel provided in front of the door.
  • the user can ignite the clothing device saying "What to wear for a meeting tomorrow", and the output device recommends the front side of the door, etc. with the response of "I recommend three styles for the meeting schedule” Images can be displayed.
  • the clothing device displays a phrase such as "Please choose the style you want,” and can induce input of a control command through the output device.
  • the user can select a desired image by voice or touch.
  • the user When the user selects the output device, the user may be guided to "start virtual fitting of the first style".
  • the output device may move the corresponding image according to the user's pose.
  • the clothing device may also perform clothing purchase.
  • the image generated by the clothing device may include an image provided by the producer / seller of clothing and accessories in addition to clothing owned by the user.
  • the apparel device may obtain a confirmation that the intention to purchase clothes or accessories that are insufficient in the generated image or the image selected by the user is determined.
  • the clothing device may send an online order to the seller of the corresponding clothing or accessory.
  • a user may indicate a choice to say "I'm going to wear this”.
  • the output device may guide "I recommend purchasing a tie for the selected style.”
  • An image of a tie that can be purchased can be displayed on the output device. The user can select the required item from the displayed image.
  • the virtual fitting can simultaneously display the user and the clothing / accessory image on the display device.
  • Clothing or accessories may be rendered or combined with the user's image through an input device (touch panel, voice recognition, motion recognition).
  • the user can change and select the images.
  • the online system can be utilized as follows.
  • the user wakes up in the morning and checks the travel schedule and departure time with an external terminal.
  • the user said to the clothing device, “How should I wear it during my business trip? You can ask.
  • the apparel device starts preparing for coordination according to the weather information for the schedule and the period from August 31 to September 1 in Berlin. You can answer and start analyzing the clothing. After the analysis, the apparel device can show the coordinates of each day of the week (weather icon). Users who are currently wearing midsummer clothes look too hot? You can display a confirmation request.
  • the clothing device says, “Berlin is in early autumn. It can be chilly, so be sure to bring a cardigan while traveling.
  • the user can select the 'additional recommended function' of the day of the week with the most important schedule by touch.
  • the clothing device instructs the user to “start AR fitting from now on,” and the user can pose toward the clothing device.
  • the user can visually check the state of wearing the clothing indicated by the clothing device even in underwear.
  • the user selects the recommended clothing, but it is possible to confirm through the output device that the tie styled together is an item that the user does not have.
  • the user may request additional information, saying, “Where do I ship to?” When the user requests the purchase of this tie and the clothing device receives the purchase request.
  • the user can provide additional information by providing the name of the hotel to stay during the business trip.
  • the present invention online system can automatically detect the condition of the clothing, and provide a course or option suitable for this.
  • the user can put a coat on the clothing device and press a care execution button, and the clothing device can automatically select a course or option by analyzing the clothing with a chemical sensor or a camera. The selected course can be guided to an output device.
  • the online system of the present invention can perform virtual fitting.
  • the virtual fitting may include matching other clothing to specific clothing worn by the user.
  • the clothing device photographs the user through the camera, and the display device can output the user's image.
  • the user can emphasize the worn clothing through hand gesture or voice.
  • the clothing device can calculate clothing suitable for the emphasized clothing, and other clothing besides the emphasized clothing can be removed from the image.
  • the output device may output a new image obtained by synthesizing clothing owned by a user on an image wearing specific clothing. Multiple images may be output according to a user's request.
  • the output device can sequentially display multiple images.
  • Clothing or accessories owned by the user may be stored in a clothing device or the like.
  • the clothing device may induce the user to input information about clothing, or may receive and store an image stored in the user's external terminal to separate and store the clothing image.
  • the clothing device can detect the user's body shape change and notify the user of the body shape change. When a change in body shape is detected, the clothing device may select clothes that are difficult to wear and display them on the display device.
  • the online system of the present invention can provide various virtual fitting services. For example, different virtual fittings may be provided depending on where the user is standing on the garment device.
  • the clothing image based on the schedule and the weather may be recommended.
  • the clothing device may receive a command to change the recommended image, and may modify the recommended image using clothing stored in the DB or clothing to be purchased.
  • the display device when the user stands at a position occupying the 50 percent of the display area provided by the display device, it is possible to simultaneously display a plurality of recommended images generated on the same day. That is, two or more recommended images can be displayed at the same time. Alternatively, the recommended images may be sequentially displayed according to a user's comparison command.
  • the apparel device When the apparel device recognizes both a specific user and a different user, it may recommend clothes suitable for a specific user and another user, respectively.
  • the clothing device may independently recommend clothing according to a user's selection, or may recommend related clothing such as a couple look.
  • the virtual fitting provided by the online system of the present invention allows the user to observe clothing from different angles when the user turns the angle of the body. Also, if you turn only a part of the accessory, you can observe only the accessory from a different angle.
  • the clothing device can confirm whether the user turns the body or only the part corresponding to the accessory through the motion camera.
  • the clothing device of the present invention can register a user's 3D profile through a camera.
  • the clothing device of the present invention may connect to a server and match the measurement size of clothing for each brand with the 3D profile. Accordingly, a brand suitable for the user can be recommended.
  • the clothing device of the present invention can recommend clothes suitable for the current 3D profile among the possession clothes.
  • An object of the present invention is to solve the problem of providing a household appliance capable of storing clothing information on clothing owned by a user.
  • the present invention aims to solve the problem of providing a household appliance capable of calculating clothing information by photographing clothing owned by a user.
  • the present invention has an effect of capturing clothing worn by a user to obtain clothing information.
  • the present invention has an effect of recommending suitable clothing to the user in consideration of the weather, schedule, body information, fashion, preferences, and current state of clothing.
  • the present invention has the effect of recommending to the user by analyzing both the clothes and the clothes to be purchased.
  • the present invention has an effect of linking up to purchase when recommending other clothes in addition to the clothes possessed.
  • the present invention has an effect of comparing the recommended clothing with other clothing, comparing with other information, or switching the background to compare.
  • the present invention has an effect capable of detecting a body change by repeatedly photographing a specific user.
  • the present invention has an effect of selecting wearable clothes and non-wearable clothes according to a specific user's body change.
  • 1 shows a system for recommending conventional clothing.
  • FIG 2 shows the structure of the present invention online system.
  • Fig. 3 shows the configuration of the online system of the present invention.
  • Figure 4 shows the configuration of a fitting unit capable of registering and recommending clothing in the on-line system of the present invention.
  • Figure 5 shows a clothing device that is one of the home appliances in the online system of the present invention.
  • Figure 6 shows the function of the virtual display of the clothing device of the present invention on-line system.
  • FIG. 7 illustrates a process of collecting and registering user's body information of the online system of the present invention.
  • Fig. 8 shows a process of registering the user's possession clothing by the online system of the present invention.
  • Fig. 9 shows an embodiment in which the process of Fig. 8 is executed.
  • FIG. 10 shows the result of the process of FIG. 9 being performed multiple times.
  • 11 shows the principle that the present invention online system can recommend clothing.
  • FIG. 12 illustrates a process of recommending clothing by the online system of the present invention.
  • FIG. 13 shows a control method for recommending clothing of the present invention online system.
  • FIG 14 illustrates an embodiment in which the online system of the present invention recommends clothing.
  • Figure 15 shows another embodiment of the present invention online system to recommend clothing.
  • 16 shows another embodiment of the present invention online system to recommend clothing.
  • Figure 17 shows a further embodiment of the present invention online system to recommend clothing.
  • FIG 18 shows another embodiment of the present invention online system to recommend clothing.
  • Figure 19 shows a final embodiment of the present invention online system recommending clothing.
  • Fig. 20 shows a control method of the online system of the present invention to scan and utilize the user's body information.
  • FIG. 21 shows an embodiment in which the process of FIG. 20 is performed.
  • FIG. 22 shows another embodiment in which the process of FIG. 20 is performed.
  • FIG 2 shows an online system of one embodiment of the present invention.
  • a plurality of electronic products that can be controlled by a specific user may be arranged in a room such as a home.
  • a plurality of clothes A that can be worn by the specific user may be arranged or stored in the room.
  • the plurality of electronic products may include a clothing registration device provided to register clothing, and a clothing recommendation device provided to recommend clothing.
  • the clothing registration device and the clothing recommendation device may be provided as household appliances.
  • the household appliance when it performs a function of registering clothing, it may be referred to as a clothing registration device, and when performing a function of recommending clothing, it may be referred to as a clothing recommendation device.
  • the clothing registration device and the clothing recommendation device are defined in terms of functions.
  • a household appliance such as a washing machine or a refrigerator, a vacuum cleaner, or an external terminal has a function of registering clothing, it can be classified as a clothing registration device, When there is a recommended function, it may be referred to as a clothing recommendation device.
  • a clothing device that regenerates clothes with hot air or steam may be a clothing registration device when registering clothes, or a clothing recommendation device when there is a function of recommending clothes.
  • the clothing device when the clothing device has a clothing recommendation function and a clothing registration function, it may correspond to both the clothing registration device and the clothing recommendation device.
  • the plurality of household appliances supply a hot air or steam to at least one of the plurality of clothes (A) and a washing machine (300) capable of washing and drying one or more of the plurality of clothes (A) with detergent or the like. It may include a garment device 100 that can be refreshed (Refresh).
  • the plurality of clothing (A) is one or more coats (A1), such as coats or jumpers, shirts or blouses, one or more tops (A2), such as pants or skirts, one or more bottoms (A3), bags, It may include at least any one of the accessories (A4), such as sunglasses, precious metals, scarves. Anything that cannot be categorized as a top or bottom like a dress can be called a coat.
  • the clothing device 100 includes a clothing input unit 150 that receives an instruction to perform an arbitrary course or option capable of reproducing one or more of the clothing (A), and clothing capable of displaying the status of the course or option
  • the display unit 140 may be included.
  • the washing machine 300 may display a washing input unit 350 that receives a command to perform any course or option capable of washing one or more of the clothes (A) and a state of the course or option.
  • a washing display unit 340 may be included. Accordingly, the user inputs the intended clothing (A) into the clothing apparatus 100 or the washing machine 300, and then directly controls and operates the clothing apparatus 100 or the washing machine 300 by inputting a direct command. I can do it.
  • the user may want to remotely control the laundry device 300 and the clothes device 100, or to operate the laundry device 300 and the clothes device 100 in cooperation with each other.
  • the user may want to actively understand or utilize various functions of the washing machine 300 and the clothing apparatus 100.
  • the online system of the present invention may further include a server 600 that allows a user to remotely control the washing machine 300 and the clothing apparatus 100 or to perform pairing. .
  • the server 600 may also provide external information including local information or weather information required for the washing machine 300 and the clothing apparatus 100, and may transmit various programs and perform updates.
  • the server 600 may be provided by a seller that manufactures and sells the clothing device 100 and the laundry device 300. Accordingly, the clothing device 100 and the laundry device 300 are communicatively connected to the server 600 to perform commands transmitted from the server 600 or use information or algorithms provided from the server 600. have.
  • the clothing device 100 or the laundry device 300 may be directly connected to the server 600, but may be provided to connect to the AP 500 to communicate with the server 600.
  • the server 600 registers the unique device IDs of the clothing device 100 and the laundry device 300 through the AP 500, or the port information or IP information of the AP 500.
  • the clothing device 100 and the laundry device 300 may be stored in association with each other.
  • a user who uses the clothing device 100 or the laundry device 300 receives a service request for remotely controlling the clothes device 100 and the laundry device 300, or is specified in the server 600. You may want to request a feature.
  • a user directly accesses the server 600 to control the clothing apparatus 100 and the washing apparatus 300, or requests various services provided by the server 600.
  • It may include an external terminal 400.
  • the external terminal 400 refers to a device provided separately from a home appliance or a server, such as a mobile phone, a smart phone, a laptop, a computer, etc., and may include devices having a communication module to communicate with the outside.
  • An application that can access the server 600 may be installed in the external terminal 400. Accordingly, the external terminal 400 may directly communicate with the server 600, and the server 600 may communicate with the clothing device 100 and the laundry device 300.
  • the user requests the remote service through the external terminal 400 and can easily grasp information such as service execution and completion.
  • the clothing device 100 and the laundry device 300 may be controlled by the external terminal 400 even if it is not in direct communication connection with the external terminal 400.
  • the clothing device 100 is usually provided longer than the laundry device 300. That is, it is common for the clothing device 100 to be provided with a height longer than the width to accommodate the unfolded clothing as it is. For example, the garment device 100 may be provided higher than the user's height. In addition, due to the characteristics of the clothing apparatus 100, the clothing apparatus 100 may be disposed where the clothing A is stored. Therefore, when the garment device 100 performs the role of a mirror or the like, the user can reduce the trouble of moving to the place where the mirror is worn when wearing the garment (A).
  • the garment device 100 may further include a fitting part 200 that displays a state in which the user wears the garment on the exposed surface.
  • the fitting part 200 may be provided with a panel that can reflect light, so that the user's body can be illuminated as it is.
  • the fitting portion 200 may be provided so that the height is longer than the width so that the entire body of the user can be reflected as much as possible. Accordingly, the user can check the state by holding or wearing the clothing A reproduced in the clothing device 100, and checking the state by holding or wearing the clothing A stored near the clothing device 100. You can.
  • the fitting part 200 has been described on the basis of what is displayed on the clothing device 100, but this is only an example, and the fitting part 200 may be provided in a washing machine 300 or a household appliance such as a refrigerator or a cleaner. , It may be provided on the external terminal 400.
  • the user may not know which clothing of the plurality of clothing A is suitable for himself, and how the combination of the plurality of clothing A should be worn.
  • the user must check by repeatedly wearing a plurality of clothes A, and even if worn repeatedly, the user may not be sure whether the worn clothes are suitable for them.
  • the online system of an embodiment of the present invention is a virtual fitting that allows a user to indirectly check a state in which a plurality of clothes are worn by a user even if the user does not directly wear the plurality of clothes through the fitting unit 200.
  • the online system of the present invention may display a state in which a plurality of clothes A are rendered on a user's image or screen displayed on the fitting unit 200.
  • the plurality of clothing may be clothing to be purchased by the user, but may also be clothing that the user directly stores.
  • the user may be curious about which clothing to suit or need among the clothing to be purchased in the future, but may wonder which clothing among the plurality of clothing currently owned is suitable for the user.
  • On-line system provides a material, shape, size, volume, and color of a plurality of clothes (A) held by a user, in order to provide or recommend a virtual fitting service with clothes not only purchased by a user but also owned clothes. It may be provided to recognize and store.
  • the online system can calculate the state of wearing the garment to the user by recognizing and storing the user's height, weight, length and volume of arms and legs, and the like.
  • the online system may be provided to recommend a specific garment among the plurality of garments A to the user in consideration of at least one of current weather, user preferences, and fashion.
  • it may be provided to calculate the necessary clothing in addition to the plurality of clothing (A) to recommend the purchase to the user.
  • the online system includes information on clothing owned by a user, information on clothing that a user can purchase, user's body information, user's schedule, user preferences, currently fashionable clothing, weather information, and the like.
  • it may be provided to recommend suitable clothes to the fitting part 200 or to recommend purchasing.
  • the clothing itself recommended in the online system according to the exemplary embodiment of the present invention may be recommended to the user, but the clothing may be directly rendered on the user's image to be displayed as if it were worn as a visual representation.
  • the clothing device 100 and the washing machine 300 among household appliances are devices for processing clothing. Therefore, the user may not know exactly whether to store the clothes owned by the clothes apparatus 100 or wash them with the washing machine 300.
  • the clothing apparatus 100 may be provided to grasp the wrinkle or contamination degree of the clothing, and when the pollution degree is severe, it may be provided to indicate that the washing machine 300 washes. You can. Furthermore, the clothing device 100 transmits the degree of contamination or material of the clothing to the washing machine 300 through the server 600 or the AP 500, or directly, so that the washing machine 300 can select a suitable course or option. You can also encourage them to make decisions.
  • the online system of an embodiment of the present invention may be provided so that the clothing apparatus 100 can automatically determine the appropriate course or option by analyzing the wrinkle or contamination degree of the clothing.
  • Figure 3 shows an embodiment of the structure of the present invention on-line system capable of performing the above-described functions.
  • the external terminal 400 of the online system displays a terminal input unit 430 for inputting a command to operate the external terminal, the status of the external terminal 400 and information received from the server 600, and the like.
  • the short-range communication module may be a device provided to communicate with a communication device within a certain distance, such as WIFI, Bluetooth, ZigBee, Radio Frequency, etc., and the remote communication module uses a base station or communication network such as 3G, LTE, 4G to remote It may be a device provided to communicate with a communication device.
  • the server 600 is a communication device provided to communicate with an external terminal 400 or to communicate with household appliances such as the clothing device 100 or the washing machine 300, or with the AP 300. It may include 610, a calculation processing unit 620 for generating or analyzing various control signals, and a storage device 630 for storing information generated or received by an external terminal, a home appliance, a calculation processing unit, and the like.
  • the user's small intestine clothing information (AI) obtained from the user's external device 400, the clothing device 100, or the home appliance such as the washing machine 300, the user
  • Other information (EI) including clothing information of another person, the user can purchase online Payment information (FI) required to perform may be stored.
  • the small intestine clothing information (AI) and the user's body information (BI) may be collected and stored through the external terminal 400 or the fitting unit 200 provided in the household appliance.
  • the storage device 630 may store a recommendation algorithm capable of recommending what clothing is suitable for the user at the present time based on the information.
  • the recommended algorithm may be provided as an algorithm in which suitable clothing is immediately output when one or more of the user's body information, schedule, weather information, and some clothing information AI selected by the user is input.
  • the recommended algorithm may be directly provided by a seller selling the home appliance.
  • the storage device 630 of the server has big data in which clothing worn by people such as a region where the user is located, a user's similar age group, a user's similar occupation, or clothing data provided by other clothing sellers is collected. Can be collected.
  • the computing device 620 of the server may generate the recommendation algorithm by computing the big data through deep learning.
  • the recommended algorithm may be stored in the storage device 630 or transmitted to the home appliance including the external terminal 400 or the clothing device 100 or the washing machine 300 through the communication device 610. Details will be described later.
  • the clothing apparatus 100 performs a course or option of any one of the above-described clothes or main storage unit 170 in which any course or option for reproducing clothes is stored and Clothing main control unit 180, the server 600 or the external terminal 400 or AP 500, may include a clothing communication module 260 provided to communicate with home appliances such as a washing machine 300.
  • the garment main control unit 180 may be provided to prevent power consumption by cutting off the power supply when the operation of the garment device 100 is completed or stopped.
  • the clothing communication module 260 may be provided such that the state in which power is always supplied is maintained, thereby maintaining the communication state with the server and the like.
  • the clothing device 100 displays the clothing input unit 150 provided to input a command to perform any one of the arbitrary courses or options, and the state of the clothing device or received from the clothing communication module 260 It may include a clothing display unit 140 for displaying the information.
  • the clothing input unit 150 and the clothing display unit 140 may be provided on the exterior of the clothing device 100 to facilitate user access.
  • the clothing input unit 150 includes a clothing button 152 for inputting a laundry course / option or power, a clothing microphone 151 for receiving sound signals such as voice commands, and a clothing camera 153 for receiving video signals. It can contain.
  • the clothing display unit 140 may include a laundry screen or a clothing screen 142 expressing information as an image, and a clothing speaker 141 displaying a sound signal.
  • the clothing display unit 140 may be provided as a touch panel to be provided to also perform the role of the clothing input unit.
  • the clothing communication module 260 is the server 600, the AP 300, the external terminal 400, the clothing communication modem 261 is provided to communicate with household appliances such as the washing machine 300, the clothing The clothing communication control unit 262 provided to control the communication modem 261, and the clothing communication storage unit 263 for storing information received from the clothing communication modem 261 or information generated by the clothing communication control unit 262. ).
  • the clothing communication module 260 may be provided to perform a short-range communication module and a long-distance communication module as the external terminal 400.
  • the clothing communication module 263 may be provided to receive and store the recommendation algorithm provided by the server 600, or may be provided to deliver the recommendation algorithm to a fitting unit 200 to be described later.
  • the clothing device 100 further includes a sensor unit 160 for recognizing or sensing the degree of contamination or wrinkles of the clothing A, and a driving unit 190 for removing the degree of contamination or wrinkles of the clothing. can do.
  • the sensor unit 160 may include a chemical sensor 161 capable of grasping the degree of air pollution inside the clothing device 100 or an internal camera 162 photographing the clothing.
  • the main clothing control unit 180 may be provided to determine a suitable course or option among the arbitrary courses or options according to the degree of contamination or wrinkles detected by the sensor unit 160.
  • the main clothing control unit 180 may transmit information about the pollution degree or wrinkle to the washing machine 300 to the clothing communication module 260.
  • the clothing communication module 260 may transmit information regarding the degree of contamination or wrinkles to the server 600 or the washing machine 300.
  • the clothing main control unit 180 may display on the clothing display unit 140 the content of recommending that the clothing be washed in the washing machine 300.
  • the washing machine 300 includes a washing main storage unit 380 in which an arbitrary course or option for removing foreign substances from clothes is stored, and a washing main control unit performing any one of the above courses or options. It may include a laundry communication module 360 provided to communicate with the 370 and the external terminal 400, the AP 300, or the clothing communication module 260.
  • the washing main control unit 370 prevents standby power consumption by cutting off the power supply when the operation of the washing machine 300 is completed or stopped, but the washing communication module 360 maintains a state in which power is always supplied, thereby maintaining a communication state. It can be provided to be maintained.
  • the washing machine 300 may include a washing input unit 350 that receives a command to perform the arbitrary course or option, and a washing display unit 340 that displays the state of the washing machine 300.
  • the washing input unit 350 and the washing display unit 340 may be provided similar to the clothing device 100.
  • the laundry communication module 360 includes a laundry communication modem 361 provided to communicate with at least one of the server 600, the AP 500, the external terminal 400, and the clothing device 100, and the laundry It may include a laundry communication control unit 362 provided to control the communication modem 361, and a laundry communication storage unit 363 for storing information received from the laundry communication modem (362).
  • the laundry communication module 360 may be provided to perform a short-range communication module and a long-range communication module, such as the external terminal 400.
  • the clothing device 100 and the washing machine 300 are provided to communicate with each other through the clothing communication module 260 and the laundry communication module 360 or each other with the external terminal 400 and the server 100. It may be provided to communicate. Accordingly, the washing machine 300 may receive and store information on the degree of contamination or wrinkle of clothes in advance through the laundry communication module 360, and the laundry main control unit 370 may be a course suitable for the degree of contamination or wrinkle of the clothes, or You can decide on options. Of course, the server 600 may predetermine a course or option suitable for the clothing state and transmit it to the laundry communication module 360.
  • the online system collects the user's body information (BI), the user's clothing information (AI), indoor background information (DI), and the like, and the fitting unit for providing a virtual fitting service to the user ( 200) may be further included.
  • BI user's body information
  • AI user's clothing information
  • DI indoor background information
  • the fitting unit for providing a virtual fitting service to the user ( 200) may be further included.
  • the fitting part 200 may be provided in the clothing device 100, and may be provided to communicate with the detailed configuration of the clothing communication module 260 or the clothing device 100.
  • the clothing storage unit 170 may store a utterance list that matches a user's voice command and a button 153 of the clothing input unit 150.
  • the clothes input unit 150 compares the voice command and the utterance list and sends the matching command to the clothes main control unit 180 or the communication module 260. It may be provided to deliver.
  • the main clothing control unit 180 may operate the configuration of the clothing device 100 according to the command.
  • the command may be sent to the server 600 by sending the command to operate the configuration of the garment device 100 from the server 600. .
  • the server 600 may drive the clothing device 100 to execute a corresponding command through the communication module 260.
  • the fitting unit 200 includes a photographing unit 220 for photographing the user's body or photographing clothing owned by the user, and a virtual that can display the user photographed by the photographing unit 220 or the clothing to the outside
  • the display unit 210 may be included.
  • the photographing unit 220 includes a depth camera 221 capable of photographing not only the shape of the user's body or the clothes (A), but also the area and volume, and a position camera sensing the position change of the user and the position change of the clothes ( 222), and one or more of a motion camera 223 capable of detecting a change in the motion or clothing of the user.
  • the depth camera 221, the position camera 222, and the motion camera 223 may be provided individually or may be integrated into a single camera, and are provided as the clothing input unit 150 of the clothing device 100. It may be provided integrally with the camera 153.
  • the depth camera 221 may be provided as a camera that calculates a depth value of each pixel of an image that cannot be performed in 2D.
  • the depth camera 221 may be provided in plural.
  • the photographing unit 230 may be provided to determine a 3D image by calculating the depth of a pixel of a user or clothing photographed through two or more camera modules.
  • the photographing unit 220 may also perform a user identification function. For example, it may be provided to identify a user different from a specific user.
  • the photographing unit 220 may be provided to recognize the iris of a plurality of users or to identify the identities of the plurality of users by detecting any one of a face, a body feature, and a shape.
  • the fitting unit 200 may further include an augmentation operation unit 230 that extracts and recognizes a user's body information or clothing information from an image photographed by the imaging unit 230.
  • the augmented computation unit 230 includes a contour extraction unit 231 for extracting the outline or contour of the user's body or clothing from the image taken by the imaging unit 230, and a clothing separation unit for separating clothing from the user's body 232, a volume detection unit 233 for calculating the volume of the user's body volume or clothing, and a clothing analysis unit 234 for recognizing the material, color, shape, and type of the extracted clothing.
  • the augmented computation unit 230 includes clothing information (AI) including the shape, color, material, brand, and volume of the garment in the image captured by the photographing unit 220, and the height, volume, and joint of the user.
  • Body information (BI) including length and skin color can be obtained.
  • the photographing unit 220 may photograph not only a user or clothing, but also an indoor space absent from the user, and the augmented computing unit 230 may include a background recognition unit 235 that recognizes the space as a basic background. .
  • the background recognition unit 235 may be used when the contour photographing unit 231 recognizes an outline by comparing the background picture and the currently photographed image, or when the clothing separation unit 232 separates clothing from the user's body. have. Accordingly, the augmented computation unit 230 may acquire background information DI in which the user does not exist.
  • the fitting unit 200 may include an augmentation storage unit 240 that stores information analyzed by the augmented operation unit 230 in an image captured by the imaging unit 220.
  • the augmentation storage unit 240 may store all the information extracted by the augmentation operation unit 230 from the image captured by the imaging unit 220.
  • the augmented storage 240 extracts and acquires the clothing information (AI), the user's body information (BI), and the background information (DI) from the user and a plurality of clothing images photographed by the photographing unit 200 ) Can be stored as a database.
  • the background information DI may also include other backgrounds received by the clothing communication module 260.
  • the other background may include a background provided by the server 600 and a background provided by the external terminal 400.
  • the augmented storage unit 240 may store other information (EI) including a user who does not use the clothing device 100 or a user other than the user, according to a user's random selection.
  • the tine information EI may include one or more of the body information of the other person, clothing information preferred by the other person, and wear information worn by the other person.
  • the tine information EI may be a result of the analysis by the augmented computing unit 230 analyzing an image captured by the photographing unit 220 or an image received from the clothing communication module 260.
  • the augmented storage unit 240 may further store payment information FI for purchasing clothing that the user does not possess.
  • the payment information FI may include external seller information, user account information, user payment card information, user authentication information, and the like.
  • the augmentation computation unit 230 further includes a comparison recognition unit 236 provided to recognize differences and common points by comparing information stored in the augmentation storage unit 240 with information currently captured by the imaging unit 220. You can.
  • the comparison and recognition unit 236 may detect a change in the user's body or a change in clothing worn. By recognizing a user's body ratio or face, a specific user can be accurately recognized from a previously captured image and a currently captured image, and the body change of the specific user or clothing worn by the specific user can be recognized.
  • the comparison and recognition unit 236 may grasp the user's preferences by comparing and analyzing the small intestine clothing information (AI).
  • the user's preference may include at least one of information on the type, style, size, color, material, brand, and fashion trend (eg, office look, see-through look, etc.) of the product preferred by the user.
  • a user's preferred clothes type, style, size, material, and color may be stored in the augmented storage unit 240 as preferences, and the small intestine clothing information (AI)
  • the preference may be reflected and stored together.
  • Such preference information may be used to extract clothing suitable for a user from the small intestine clothing information (AI).
  • the augmented storage unit 240 as well as the clothing of the specific user photographed by the photographing unit 220, the clothing communication module 260 that can be purchased by the user received from the clothing communication module 260 can be purchased. More can be stored.
  • the purchase target clothing information (CI) includes clothing of a brand preferred by the user, clothing suitable for the user's body information (B), and material, shape, and volume information of clothing provided by a seller suitable for the user's walking information (FI). It may include.
  • the fitting unit 200 includes information stored in the augmented storage unit 240 and information currently captured by the augmentation unit 220 and analyzed by the augmentation calculation unit 230 and the clothing communication module 260. It may include a recommendation unit 250 for outputting at least one of the received weather information, schedule information, fashion information, clothing to be purchased, etc. to the recommendation algorithm and output clothing suitable for the user.
  • the recommendation unit 250 may be provided to directly recommend clothing suitable for a user by directly calculating the recommendation algorithm, or may be provided to receive a result of the recommendation algorithm from the server 600 and recommend clothing suitable for the user. have.
  • the recommendation unit 250 When the recommendation unit 250 directly executes the recommendation algorithm, the recommendation unit 250 inputs the current state information and the small intestine clothing information (AI) into the recommendation algorithm to determine a suitable clothing. (251), the current state information and the target clothing information (CI) by entering into the recommended algorithm to determine the appropriate clothing matching product 252, the possession product matching unit 251 and the other products A matching rate determining unit 253 may be provided to provide a matching rate to the matching unit 252.
  • AI current state information and the small intestine clothing information
  • CI target clothing information
  • the recommendation unit 250 may recommend a suitable clothing among the user's clothing (A) and the clothes to be purchased (CI) to the user through the possession product matching unit 251 and the other product matching unit 252.
  • the recommendation unit 250 preferentially recommends suitable clothes to a user by calculating a matching rate in the small intestine clothing information AI, and when the matching rate is lower than a set value, suitable clothing in the purchase target clothing information CI Can recommend to the user. As a result, it is possible to actively utilize clothing A carried by the user and prevent unnecessary purchase.
  • the matching rate determining unit 253 may include a database that stores information about a matching rate that is a degree of matching between various products, and the database may be received and stored in the server 600.
  • the matching rate determination unit 253 is a matching between various products such as the degree of matching the top and bottom of a particular style, the degree of matching of clothes of a specific color, the degree of matching of accessories and other accessories such as bags, scarves, and sunglasses.
  • the rate information may be stored in a database.
  • the matching rate may be an operation value that is empirically extracted from the server 600 through the deep learning method.
  • An embodiment of calculating the matching rate will be described.
  • An embodiment described later may be applied to a databaseization process, and may be applied to a process of deep learning the database.
  • the top matches the bottom, specifically, the shirt or blouse among the tops matches the jacket or cardigan, and the jacket can match the coat.
  • miscellaneous goods such as bags, shoes, and scarves are matched in a state where both the top and bottom are provided, and it is preferable that miscellaneous goods such as sunglasses, necklaces, and earrings are also matched when both the top and bottom are provided.
  • the bottom skirt and leggings can be matched together, but the long jeans or long cotton pants cannot be matched together. At the same time, jeans and cotton pants are rarely worn together.
  • the degree of matching may be different depending on the type, color, and material of the top and bottom.
  • jeans do not go well with hanbok jeogori, and clothes of certain colors don't go well with each other.
  • the degree of matching with clothing of various materials of each color is different depending on the color and material.
  • the matching rate refers to information obtained by statistically quantifying the degree of matching between products. It is a case where jeans and cotton pants, which are exemplified in advance, cannot be matched and worn together, and the matching rate is 0 because they are not suitable at all.
  • the number or degree of the data can be converted into a matching rate. As a result, it can be determined that a combination of clothing is suitable for a high matching rate value, and that a combination of clothing is not suitable for a low matching rate value.
  • the recommendation unit 250 may calculate the matching rate of the clothes on hand and the clothes to be purchased, respectively, based on the matching rate information stored in the matching rate determination unit.
  • the recommendation unit 250 may recommend the clothes to be excluded when the matching rate among the clothing information AI exceeds the reference value. However, the recommendation unit 250 may be provided to recommend clothes having a matching rate higher than a reference value among the clothing information AI.
  • the matching ratio of the possessed product and the pants as other products matching the recommended product is 0, thereby preventing occurrence of a case where jeans and pants are simultaneously matched.
  • the matching rate determining unit 253 may determine the priority of clothing to be recommended by reflecting the calculated user preference. For example, when a plurality of clothings have a similar matching rate, a specific clothing may be recommended in consideration of the preferences by reflecting the preferences of the user. In this way, the preference of the user is considered among the fashions, and the recommended reviews may be good.
  • the matching rate determining unit 253 may be provided to recommend a specific clothing by calculating a matching rate among clothing with high user preference. As a result, preferences are prioritized over fashion, and the user's taste can be reflected.
  • the recommendation unit 250 may include an additional recommendation unit 254 provided to recommend additional accessories.
  • the additional recommendation unit 254 may request an accessory or the like by automatically calculating an accessory having a matching rate increase at the matching rate determination unit 253 or a user's request.
  • the fitting unit 200 may further include a virtual display unit 210 displaying the clothes recommended by the recommendation unit 250 to the user.
  • the virtual display unit 210 may include a display panel 211 for expressing recommended clothing as images and images, and a speaker 212 capable of answering information such as the necessity of purchasing the clothing.
  • the clothing may be displayed on the display panel 211 in the image of the user, calculated and rendered at a real ratio. That is, the garment may be displayed on the user's image. Therefore, the user can check whether the clothing is suitable for him or herself without wearing the recommended clothing.
  • the augmentation operation unit 250 may include a clothing synthesis unit 237 for synthesizing clothes recommended by the recommendation unit 250 into a user's image or avatar.
  • the clothing synthesizing unit 237 may combine the clothing information of the recommended clothing with the image of the user recognized by being photographed by the photographing unit 220 and render a state in which the clothing is worn on the user's body.
  • the clothing synthesizing unit 237 may be matched in consideration of the user's body ratio and the ratio of the clothing, and may be provided to display other parts of the clothing according to the user's movement.
  • the augmentation operation unit 250 may include an additional synthesis unit 238 for additionally synthesizing the accessories recommended by the additional recommendation unit 254 to the image of the user whose clothing is synthesized in the clothing synthesis unit 237. You can.
  • the 3D information of the clothing or accessories has already been measured or calculated in the clothes information AI and the clothes information CI to be purchased. Accordingly, the augmented computing unit 230 may calculate a state in which the clothes or accessories are worn on a user's actual body size and display the virtual display unit 210.
  • the augmented computation unit 230 displays the user's bottom information (jeans, jeans, 7 pants, pants, etc.) in the possession clothing information (AI) or purchase clothing information (CI). In consideration of the matching rate, it is recommended. Thereafter, a virtual fitting image may be generated by combining the recommended user's image and displayed on the virtual display unit 210.
  • the user can directly check with his own eyes how well the clothes he / she has and recommended clothes match.
  • Figure 5 shows an embodiment of the structure of the garment device 100.
  • the clothing apparatus 100 is a cabinet 110 having an opening in the front and a door that is rotatably provided in the cabinet 110 to open and close the opening ( 111), the inner case 120 provided in the cabinet to provide a receiving space in which clothing (A) is accommodated, at least one of air or steam containing hot air in the receiving space in communication with the inner case 120
  • Supply unit 700 is provided to supply the at least one of the inner case 120 or the door 111 is provided in at least one of the garment (A) mounting or fixing the mounting portion (126,127) to the interior of the receiving space It can contain.
  • the cabinet 110 is provided to form the exterior of the clothing device and may be provided with a height longer than the width. As a result, not only the illustrated coat A1 but also the bottom A3 having a long length can be accommodated in the inner case 120 without being folded. Therefore, unnecessary wrinkles can be prevented from being generated in the received clothes A.
  • the cabinet 110 may be made of a metal material, and may be made of a resin material such as reinforced plastic if it can maintain strength.
  • the inner case 120 may be provided with a material that is not physically deformed or chemically reacted by foreign substances discharged from the garment A or hot air or steam supplied from a supply unit.
  • a material that is not physically deformed or chemically reacted by foreign substances discharged from the garment A or hot air or steam supplied from a supply unit For example, it may be provided with a styrene resin series such as ABS, ASA.
  • the inner case 120 may be provided to communicate with the supply unit 700 on one surface to receive hot air or moisture from the supply unit 700, or may be provided to discharge air to the supply unit 700.
  • the inner case 120 may include a plurality of through-holes 121, 122, and 123 communicating with the supply unit 700.
  • the supply unit 700 may be provided separately from the inner case 120.
  • the supply unit 700 may be provided under the inner case 120 to uniformly supply heated air or steam having a relatively low density to the inner case 120.
  • the door 111 is rotatably coupled to the cabinet 100 may be provided to open and close the opening.
  • the door 111 may be provided to shield not only the inner case 120 but also the front of the supply unit 700. Accordingly, it is possible to prevent hot air or moisture supplied to the inner case 120 from leaking to the outside, and to prevent heat generated in the supply unit 700 from being transmitted to the outside.
  • the inner circumferential surface of the inner case 120 and the inner surface of the door 111 may form the accommodation space.
  • the mounting portion is a first mounting portion 127 provided to mount the clothing (A) inside the inner case 120, and a second mounting provided to mount the clothing (A) on the inner surface of the door 111 Part 126 may be included.
  • the first mounting portion 127 may be provided in a hanger shape or a bar shape inside the inner case 120 to mount the coat A1 in the receiving space.
  • the first mounting portion 127 is provided on the upper surface of the inner body 210 so that the coat A1 can be mounted on the inner case 120 without being folded, or the inner body 210 It may be provided on the upper side.
  • the first mounting portion 127 is mounted on the inner case 120 in a state in which clothing (A) is unfolded by its own weight, so that air or moisture supplied from the supply unit 700 can be evenly exposed to the coat (A1). .
  • the second mounting portion 126 may fix the bottom A3 close to the inner surface of the inner case 120 or the door 111. As a result, the second mounting portion 126 may remove wrinkles by bringing one surface of the bottom A3 into close contact with the inner surface of the inner case 120 or the door 111.
  • the garment device 100 of an embodiment of the present invention may further include a driving unit 190 to maximize the regeneration effect of the garment (A).
  • the driving unit 190 is connected to the first mounting unit 127 and provided with an excitation unit 191 for vibrating the first mounting unit 127, and a lower portion of the second mounting unit 126, thereby clothing It may include a press unit 192 to pressurize.
  • the excitation unit 191 is provided with a module such as a motor, a pulley, a cap, and the like, and can move the first mounting unit 127 in a longitudinal direction or arc. Accordingly, hot air or steam may be uniformly supplied to the surface of the coat A1 mounted on the first mounting portion 127, and foreign matter attached to the coat A1 may be removed.
  • the press part 192 may be rotatably coupled to at least one of the inner case 120 or the door 111 to be provided to press the bottom A3.
  • the press unit 192 can manually press the bottom (A3), but a hinge that the press unit 192 is rotatably coupled to the inner case 120 or the door 111 is a motor or the like. It may be provided may be provided to automatically press the bottom (A3).
  • the door 111 or the inner case 120 may further include a seating portion 112 facing the press portion 192.
  • the press portion 192 and the seating portion 112 may be provided in a plate shape .
  • the seating portion 112 may add pressure to the bottom (A3) in response to the pressurization of the press portion (192).
  • the garment device 100 may further include the fitting unit 200 described above.
  • the door 111 is provided in front of the cabinet 110 is a configuration that can be easily accessed by the user. Accordingly, the clothing input unit 150 and the clothing display unit 140 may be provided on the exposed surface of the door 111, and the virtual display unit 210 and the photographing unit 220 may be further provided.
  • the fitting part 200 may be provided in another configuration of the clothing device 100.
  • the virtual display unit 210 may be provided to occupy most of the area of the exposed surface of the door 111. In this way, the same image as the actual size of the user can be displayed to achieve a mirror-like effect.
  • the display panel 221 may be provided on most of the front surface of the door 111, and the speaker 212 may be disposed on the exposed surface of the display panel 221 or the door 111. .
  • the photographing unit 220 may be provided adjacent to the virtual display unit 210. Accordingly, the photographing unit 220 may recognize the shape of the user and the clothing the user is gripping or wearing from an accurate angle.
  • the depth camera 221 may be provided in an area corresponding to the user's eye level.
  • the depth camera 221 may be provided on the virtual display unit 210. Accordingly, an image such as a mirror may be displayed on the virtual display unit 210 by photographing the user at the user's eye level.
  • the position camera 222 and the Motion Camera (223) remind The filming unit 220 It may be provided adjacent to the depth camera 221 to produce a module.
  • the display panel 221 may also function as the clothing screen 141.
  • the clothing screen 142 is the top of the display panel 221 or On one side It may be provided.
  • the speaker 212 may also serve as the speaker 141.
  • the button 153 or the microphone 152 is an upper portion of the display panel 221 so as not to block the display panel 221 or On one side It may be provided. Meanwhile, above The filming unit 220 It may be used as a camera 153 that recognizes the user's motion.
  • the clothing device 100 is provided to be able to communicate with the server 600 and the external terminal 400 through the communication module 260. Accordingly, the clothing device 100 may be provided to receive the user's schedule or weather information, and location information of a specific clothing seller from the server 600 or the external terminal 400.
  • the clothing input unit 150 may be provided to receive a command for requesting a user's schedule, weather information, and location information through a specific button 153 or a microphone 151.
  • the command may include a voice command.
  • the main clothing control unit 180 may request the communication module 260 to receive the requested one of the user's schedule or weather information and location information from the server 600 or the external terminal 400. have.
  • the clothing main control unit 180 controls the virtual display unit 210 to display the requested information among the user's schedule or weather information and location information. Can be.
  • the user can utilize a function or service provided by the clothing device 100 by voice command even when the clothing device 100 is spaced apart.
  • the user can request and check necessary information by using the clothing device 100 having a relatively wide display panel.
  • the online system can obtain a user's body information, possession clothing information possessed by a user, and background information and recommend customized clothing.
  • FIG. 7 shows an embodiment in which the clothing device 100 of the online system according to an embodiment of the present invention captures a user to obtain body information (BI).
  • the online system In order to provide a virtual fitting [Augmented Reality Fitting (AR Fitting), Virtual Reality Fitting (VR Fitting)] to a user, the online system according to an embodiment of the present invention needs to acquire accurate body information of the user. This is because the accuracy of the virtual fitting increases as the user's body information is correct.
  • the user can be located in front of the clothing device 100 to provide their body information.
  • the user may be in a situation where a command for inputting body information is input to the clothing input unit 150.
  • the photographing unit 220 may photograph the user.
  • the image photographed by the photographing unit 220 may be transferred to the augmented computing unit 230 and may be displayed in real time on the virtual display unit 210.
  • the photographing unit 220 may recognize the identity of the photographed user. For example, one of the iris, face, and body information of the specific user to be photographed may be recognized and stored in the augmented storage unit. Accordingly, the body information of the specific user and the body information of another user may be separately stored.
  • a body image 213 of a user photographed by the photographing unit 220 may be displayed on the virtual display unit 210.
  • the body image 213 may be a video itself photographed by the photographing unit 220, or may be an avatar image processed by the augmented computing unit 230.
  • a guide line 214 may be displayed on the virtual display unit 210.
  • the guide line 214 is a line displayed to induce the user's body so as to accurately obtain the user's body information BI.
  • the guide line 214 may be a line that guides the user to keep his arms and legs open while standing in front.
  • the guide line 214 may be a line that induces the user to be placed in a position that can accurately measure the user's body information.
  • the user can adjust the distance from the photographing unit 220 so that his body of the guide line 214 is accurately included.
  • the photographing unit 220 may photograph the entire body of the user at an optimal distance and transmit it to the augmented computing unit 230.
  • the guide line 214 may vary from time to time. Accordingly, the photographing unit 220 may photograph the user's motion and at the same time photograph the entire body of the user's front, back, left, and right. The photographing unit 220 may accurately photograph a volume or texture of the user's body by including a depth camera 221.
  • the augmented computing unit 230 may accurately recognize a user's body part as an image captured by the imaging unit 220.
  • the contour extracting unit 231 may accurately extract the contour Y of the user's body from the image photographed by the photographing unit 220.
  • the augmented computation unit 230 may analyze the user's motion with the motion camera 221 of the photographing unit 220 to grasp the main joint position of the user.
  • the augmentation operation unit 230 may store an algorithm for matching major joints of the human body.
  • the contour extracting unit 231 may recognize a main joint in the user's contour (Y).
  • the contour extracting unit 231 may grasp the position of the neck joint P1 through the movement of the user's head and chest, and the position of the shoulder joint P2 through the movement of the user's arm and chest.
  • the contour extraction unit 231 can determine the position of the elbow joint (P3) and wrist joint (P4) through the movement of the arm, through the movement of the leg hip (P5), knee joint (P6), ankle The position of (P7) can be grasped.
  • the augmentation operation unit 230 may grasp the length of each joint of the user by determining the positions of the joints.
  • the volume sensing unit 232 may calculate and measure the length and volume of the user's body based on the contours and joints extracted from the contour extraction unit 231. That is, the volume detection unit 232 can accurately recognize the length and volume of the user's head, neck, arms, legs, and waist.
  • the body information (BI) may be stored in the augmented storage unit 240, and then compare the changed body information (BI) through the comparison and recognition unit 236, or wear clothing information (AI ).
  • the augmented computing unit 230 may recognize the user's skin color or pupil color, iris, face, beard, hairstyle, etc. from the image measured by the photographing unit 220 and include the body information BI.
  • FIG 8 to 10 illustrate an embodiment in which the online system of one embodiment of the present invention extracts and recognizes the user's clothing information (AI).
  • AI clothing information
  • the online system of one embodiment of the present invention In order for the online system of one embodiment of the present invention to recommend the user's clothing (A) through the fitting unit 200, the existence and specific information of the clothing (A) must be registered. If the information of the possession clothing (A) is not provided as a direct file to the seller or the user, the online system of an embodiment of the present invention directly photographs the user's clothing (A) to extract the possession clothing information (AI) Can be saved.
  • the online system of an embodiment of the present invention may include a registration request step G1 in which a user is requested to store information on clothing A possessed by the user in the online system.
  • a user may receive a command to store information on clothing owned by the user in the fitting unit 200 to the clothing input unit 150 of the clothing device 100.
  • the clothing device 100 Since the clothing device 100 is used to register clothing, it may correspond to a clothing registration device.
  • the command may be received by directly inputting a button 152 requesting registration of clothes from the clothing input unit 150.
  • the command may be received through the user's voice command from the microphone 151 of the clothing input unit 150.
  • the online system may perform a guide step (G2) for requesting registration of clothing to a user.
  • the guiding step G2 may be a step of inducing a user to be positioned in front of the photographing unit 220 while wearing or holding the clothing.
  • the guiding step (G2) is a guide line 214 or a guide that guides the user to the optimal location where the photographing unit 220 can photograph and register the clothing A on the virtual display unit 210. The phrase may be displayed.
  • the online system may perform a determination step (G3) of checking whether the photographing unit 220 can recognize the clothing A worn or worn by the user.
  • the determining step G3 may be regarded as a step of checking whether the approximate shape of the garment can be grasped, rather than checking whether the size or volume of the garment is accurately recognized.
  • the determining step G3 may be a step of checking whether the augmented computing unit 230 can roughly specify a user or clothing through the photographing unit 220.
  • the determination step G3 it is possible to identify who is registering the clothing. That is, it is possible to identify whether a specific user registers clothing or another user and another user register clothing. Thus, the registered clothing and the object to which the clothing is worn can be matched and stored in the storage unit.
  • the online system performs a notification step (G3-1) indicating that the registration of the clothing is impossible when the augmented computing unit 230 cannot specify a user or cannot specify the clothing. can do.
  • the inability to specify the user may mean that the user's identity cannot be specified.
  • the inability to specify the garment may mean that the garment cannot be accurately recognized.
  • a phrase indicating an unregistration state or a phrase requesting that the user's location is changed to be the same as the guide line 214 may be displayed on the display panel 211. Also, a voice corresponding to the phrase may be output to the speaker 212. After the notification step G3-1, the guide step G2 may be repeated.
  • the content requesting to perform the step of registering the user may be displayed on the display panel 211. This may correspond to performing the control method of FIG. 7 above.
  • the online system takes the user or clothing with the photographing unit 220 and augments the arithmetic unit.
  • the photographing and storing step G4 delivered to the augmented storage unit 240 may be performed.
  • the online system When the shooting storage step (G4) is completed, the online system according to an embodiment of the present invention performs a clothing extraction step (G5) of extracting clothing from the photographed image by the augmented computing unit 230 to obtain clothing information (AI). can do.
  • the garment extracting step (G5) includes a contour extracting step (G51) in which the contour extracting part 231 extracts the contour of the user who wears the garment or the user who grasps the garment from the image photographed by the photographing unit 220.
  • Volume sensing step (G52) in which the volume sensing unit 233 detects the volume of the extracted contour based on the information provided by the depth camera 221, and the clothing separator 232 wears the clothing
  • the clothing analysis unit 234 may analyze the state of the clothing while matching the separated clothing to the clothing classification program obtained by statistically analyzing the big data of the clothing.
  • a plurality of clothing may be categorized into various types by clothing type, shape, material, color, and brand. While matching specific clothing with the category, the specific clothing type, material, shape, and color , Brands, etc. can be analyzed.
  • the clothing classification program may be provided by the server 600, and may be received or updated through the clothing communication module 260 and stored in the augmented storage unit 240.
  • a clothing storage step (G6) of storing the clothing information (AI) of the clothing in the augmented storage unit 240 may be performed.
  • the clothing storage step (G6) is a step of storing the clothing that the user wants to register as a database.
  • the clothing storage step (G6) may be stored by matching the registered clothing and the user who requested the registration of clothing. This is to accurately identify the wear target of the above clothing and use it as data suitable for recommendation of future clothing.
  • the online system of one embodiment of the present invention may perform an additional request step (G7) for detecting the reception of a command for a user to register another clothing in the online system of one embodiment of the present invention.
  • the additional request step G7 is performed, the guiding step G2 is performed so that the clothing information AI of the new clothing may be stored in the augmented storage 240.
  • the registration of clothing may be terminated if a certain period of time or an active order not to perform the recommendation request step (G7).
  • the online system of an embodiment of the present invention can provide a basis for recommending clothing suitable for a user based on the clothing information (AI).
  • FIG. 9 shows an embodiment in which the control method is actually implemented in FIG. 8.
  • the clothing device 100 receives a command for registering clothing to a user, and a registration request step (G1) may be performed.
  • a guiding step (G2) in which the clothing apparatus 100 according to an embodiment of the present invention provides guiding phrases and guide lines to the virtual display unit 210 may be performed, and the photographing may be performed while the user wears the clothing. It may be located in front of the unit 220.
  • the arithmetic determination step G3 of checking whether the augmented computation unit 230 can identify the user and the clothing may be performed.
  • the user can identify whether the user to be photographed is a specific user or another user by comparing the user data stored in the storage unit.
  • a photographing storage step (G4) of photographing a specific user wearing clothing is performed by the photographing unit 220.
  • An augmentation operation (G51) in which the augmentation operation unit 230 extracts a contour Y of a user wearing clothing from the entire image W may be performed.
  • the contour extracting unit 231 may extract the contour Y of a user wearing clothing from the entire image W.
  • the contour extracting unit 231 can accurately recognize and extract the contour (Y) by comparing the background information (DI) previously stored in the augmented storage unit 240 and the entire image (W). have.
  • an image included in the background image may be extracted by comparing the user image with the background image itself. That is, the background information DI may be pre-stored in the augmented storage unit 240 in advance by receiving a command to store the background or a randomly taken by the usual clothing device.
  • a volume sensing step G51 in which the volume sensing unit 233 calculates the volume of the contour Y may be performed.
  • the volume detecting unit 233 may acquire volume information through the depth camera 221, and if necessary, may induce a user to rotate or change a position to the display panel 211 to obtain 3D stereoscopic information. .
  • the clothing separating step G53 in which the clothing separating part 232 separates the user's body and clothing from the contour Y may be performed.
  • the clothing separator 232 may detect the separation line between the user's body B and the clothing A to separate the clothing A.
  • the clothing separation unit 232 may separate the clothing A from the image by removing the body B through the user's body information BI from the contour Y.
  • the clothing separator 232 may separate clothing from the body by extracting a portion having a color different from that of the user.
  • the clothing separation unit 232 may separate the clothing for each type by detecting a separation line from the separated clothing image.
  • a clothing analysis step (G54) in which the clothing analysis unit 234 analyzes and recognizes each type of the clothing A may be performed.
  • the clothing analysis unit 234 separates the top (A2) and the bottom (A3) from the separated whole garment (A). can do.
  • the clothing analysis unit 234 may analyze the type, material, shape, and color of the separated clothing A.
  • the clothing analysis unit 234 recognizes that the clothing matches the top (A1) and bottom (A2) by inputting the type, material, color, and shape of the clothing (A) to the program. You can. Thereafter, the clothing analysis unit 234 may recognize that the top (A1) is a white cotton sleeveless T-shirt and the bottom (A2) corresponds to blue jeans through the program.
  • the clothing analysis unit 234 attaches the identification number to the clothing information (AI) corresponding to the type, material, color, shape, size, and volume of the analyzed top (A1) and bottom (A2), and the augmented storage unit ( Clothing storage step (G6) to store in 240) may be performed.
  • the clothing storage step G6 may recognize and store the brand of the clothing information AI, and when the brand is not displayed on the clothing, it may be stored through user input.
  • the user may request registration of clothing in a gripped state without wearing the clothing.
  • the photographing unit 220 after the entire image of the user, the augmented computing unit 230 separates the user's body and clothing from the entire image (W), the clothing analysis unit 234 The type, material, shape, color, and brand of the clothing may be analyzed.
  • the clothing separating unit 232 may separate and extract each clothing from the user's body.
  • FIG 10 shows an embodiment in which the user repeatedly performs the additional request step G7 or the registration request step G1 is performed multiple times to obtain the possession clothing information AI.
  • the user may request registration of the clothing while wearing various clothes among a plurality of tops (A2), bottoms (A3), and coats (A1).
  • the plurality of clothes are yellow blue jacket (A11), black wool coat (A12), blue sleeveless cotton T-shirt (A21), striped sleeveless acrylic T-shirt (A22), light blue cotton dress (A23), red sleeveless blouse (A24), yellow Silk dress (A25), one-to-one green T-shirt (A26), long-sleeved yellow cotton T-shirt (A27), top underwear (A28), sleeveless pink blouse (A212), jeans (A31), black chilli pants (A32), beige cotton pants ( A33), a blue tennis skirt (A34), black lagging (A35), and yellow cancan skirt (A36).
  • the photographing unit 220 may photograph a user wearing the clothing multiple times, and the augmented computing unit 230 may extract a plurality of contours from the image.
  • the user can request the registration of clothing in the online system of one embodiment of the present invention while wearing the clothing nine times.
  • the photographing unit 220 may photograph the entire image W of the user nine times, and the contour extracting unit 231 may extract the nine contours Y1 to Y9.
  • the clothing separating part 232 may separate and extract clothing from the contours Y1 to Y9.
  • the garment separation unit 232 may extract a plurality of coats A1, tops A2, and bottoms A3 from the contours Y1 to Y9.
  • the clothing analysis unit 234 may be identified by analyzing a plurality of coats A1, tops A2, and bottoms A3, respectively. Therefore, the clothing analysis unit 234 may determine whether the same clothing is the same even if the same clothing is overlapped and photographed.
  • the clothing analysis unit 234 may recognize the size, shape, and volume of the plurality of clothing. In addition, the clothing analysis unit 234 may recognize the types of the plurality of clothing and store them in the augmented storage unit 240. In addition, the clothing analysis unit 234 may classify the blue jacket (A11) and the black wool coat (A12) as a coat (A1) and attach a unique identification number to the augmented storage unit (240).
  • the clothing analysis unit 234 is the clothing analysis unit 234 is a black woolen coat (A12), blue sleeveless cotton T-shirt (A21), striped sleeveless acrylic T-shirt (A22), light blue cotton dress (A23), red sleeveless blouse (A24), yellow silk dress (A25), man-to-man green T-shirt (A26), long-sleeved yellow cotton T-shirt (A27), tops underwear (A28), sleeveless pink blouse (A212) as tops (A2), and unique identification
  • the number can be stored in the augmented storage unit 240.
  • the apparel analysis unit 234 bottoms jeans (A31), black chilli pants (A32), beige cotton pants (A33), blue H skirt (A34), black lagging (A35), and yellow cancan skirt (A36) bottoms (A3) ), And can be stored in the augmented storage unit 240 by attaching a unique identification number.
  • the clothing analysis unit 234 may recognize and store the brand in the clothes together in the augmented storage unit 240 when the brand is externally displayed.
  • the augmented storage unit 240 may include a plurality of coats, top and bottom shapes, materials, sizes, volumes, brands, and other clothing information (AI) including a database.
  • AI clothing information
  • 11 and 12 illustrate an embodiment in which the online system of one embodiment of the present invention holds or creates a recommendation program that can recommend clothing suitable for a user.
  • the clothing device 100 shown in FIG. 11 is a plurality of clothing devices 100 provided by a seller or a producer. That is, user information data including schedules, body information, weather information, clothing preferences in the weather and schedules, material clothing information (AI), etc. of each user in a plurality of clothing devices 100 provided by a seller or a producer. Can be collected by the server 600.
  • the clothing device 100 Since the clothing device 100 is used to recommend clothing, it may correspond to a clothing recommendation device.
  • the server 600 may also receive public information data related to clothing provided by the external agency 800.
  • the public information includes clothing information that is publicly utilized by the public, clothing information that is fashionable in the fashion industry, and matching color, matching shape, matching material, matching fashion, and user of the clothing obtained from culturally-used clothing information. It may include other clothing information they do not have.
  • the server 600 may collect and accumulate data provided by the garment devices 100 provided by the producer or seller and the external agency 800 to make big data.
  • the server 600 may analyze the big data and produce a recommendation program itself. Alternatively, the server 600 may generate a recommended program T by performing deep learning.
  • the server 600 may analyze the patterns of the data by performing deep learning through the learning formula K using the big data.
  • the learning formula K may be an algorithm that analyzes and classifies big data by deep learning.
  • the learning formula K may be an algorithm for acquiring a pattern of clothing worn in a specific region, a specific time, a specific day, and a specific state in the big data.
  • the learning formula (K) is a deep learning of the big data mixed without any criteria, and the specific region, specific time, specific day, specific weather, specific population, specific schedule, specific climate, and specific income level It may be an algorithm for discovering and predicting a wear pattern of clothing based on various criteria such as.
  • the learning formula (K) may be an algorithm for producing a recommendation formula or recommendation program (T) that can predict a course and options to be performed when at least one usage history is finally input.
  • the recommendation program (T) is generated by the server (60) through a learning type Depp Neural Network (DNN).
  • the recommendation program T may be an algorithm or an expression that analyzes big data and derives an expected result value when a specific state is input.
  • the recommendation program (T) is the server 600 for managing a plurality of clothing devices including the clothing device, the history of the specific user and any user, and one or more of various clothing information provided in the region where the clothing device is located, etc. It may be an algorithm obtained by deep learning based on.
  • the recommendation program T may mean an algorithm or arithmetic expression that can recommend which clothing is worn by a specific user in a certain condition through which clothing is worn by a certain user.
  • the recommendation may be a concept including the meaning of recommending what to do and predicting what I will do now to provide convenience.
  • the learning formula (K) deeply learns big data to generate a recommendation program (T), and then continuously inputs the input data to the recommendation program (T) to learn the recommendation program (T). Development).
  • the learning formula (K) is a machine by substituting the data collected from the clothing device 100 and the external institution 800 back into the learning formula (K) to generate the recommended program (T).
  • the recommended program T can be upgraded through learning.
  • the recommendation program T may be previously input to the main storage unit 170 of the clothing apparatus 100 by the server 600 transmitting the recommended program T to the clothing apparatus 100.
  • the recommendation unit 260 of the online system may be located in the clothing device 100.
  • the recommendation program T may be provided in the server 600. Whenever the garment device 100 requests, it may access the server 600 through the garment communication module 260 to receive the recommendation program T stored in the server 600. In addition, it is also possible to directly receive the recommended clothing as a result of the recommended program (T).
  • the recommendation unit 260 of the online system may be located in the server 600.
  • the storage device 630 of the server 600 uses the clothing device 100 provided by the producer or seller, or stores user 1's schedule, body, weather, clothing preference, and clothing information provided by an external institution as a DB It is done.
  • the number of data may be M pieces.
  • the server 600 stores the user 2's schedule, body, weather, clothing preference, and wear clothing information as a DB using the clothing device 100 provided by the producer or seller or provided by an external institution.
  • the number of data may be M.
  • the server 600 may collect M data of N users' wearing clothes, and a total of N X M data may be collected.
  • the server 600 may analyze patterns and rules in the DATA by machine learning (DEEP learning) the DATA through the learning formula (K). Accordingly, when the server 600 performs machine learning for a sufficient time, based on the clothing worn by a plurality of users in the DATA, a recommendation algorithm that can recommend clothes that a specific user P is expected to wear at the present time in the future. (T) can be generated.
  • DEEP learning machine learning
  • K learning formula
  • the recommendation algorithm (T) is a specific user's schedule, body, weather, if any one or more of the specific clothing is entered, the current user's intention is intended, expected to be worn, or recommends clothing suitable for the specific user You can.
  • the specific clothing corresponds to a part of clothing, and when the user decides the bottom (A3), it may be input when the top (A2) or coat (A1) is recommended.
  • the recommended algorithm (T) may be composed of a weight matrix and a bias vector.
  • the online system of the embodiment of the present invention can increase the user's convenience by recommending the best clothing at the present time.
  • the recommended algorithm T may be stored in the external terminal 400.
  • FIG. 13 to 19 illustrate an embodiment in which the online system of an embodiment of the present invention recommends clothing.
  • FIG. 13 illustrates a method for recommending clothing by the online system according to an embodiment of the present invention.
  • the online system may perform a recommendation request receiving step (H1) for receiving a request for a request for the user to recommend clothing suitable for the user.
  • the request command may be received through the clothing input unit 150 of the clothing device 100. Also, it may be received through the terminal input unit 430 of the external terminal 400.
  • the online system may perform a request state recognition step (H2) for grasping the request state of the current user requesting a recommendation.
  • the request state recognition step H2 may be a step of checking an input value input to the recommendation algorithm T.
  • the input value may include schedule information and weather information that can be received through the external terminal 400 or the server 600.
  • the input value may include the current user's body information (BI) that can be obtained through the photographing unit 220 or the augmented storage unit 240.
  • the body information BI can also be used to identify who the current user is among a plurality of users.
  • the input value may include specific clothing currently worn by a specific user, and may further include additional information such as personality and background of the user's place to go and information of a companion.
  • the online system of an embodiment of the present invention can receive the appropriate clothing by inputting the input value to the recommendation unit 250 and executing the recommendation algorithm T.
  • the possession product matching unit 251 outputs the recommended clothing (Z1) by first inputting the collected clothing information (AI) into the recommended algorithm (T), and the recommended clothing (Z1) through the matching rate determination unit 253 ).
  • the matching rate is greater than or equal to the reference value
  • the recommended clothing Z1 may be transmitted from the augmented computation unit 230.
  • the other product matching unit 252 inputs the purchased clothing (C) into the recommended algorithm (T) and outputs the recommended clothing (Z2).
  • the matching rate of the recommended clothing Z2 may be calculated through the matching rate determination unit 253. If the matching rate is greater than or equal to the reference value, the recommended clothing Z2 may be transmitted to the augmented computation unit.
  • the augmented computing unit 230 may render the recommended clothing A on the user's body B image through the clothing synthesis unit 237 and output the rendered clothing A to the virtual display unit 210. Accordingly, the user can check the state in which the actual clothing is worn through the virtual display unit 210.
  • the additional recommendation unit 254 may check whether the matching rate is further improved when additional accessories or the like are combined with the recommended clothes Z1 and Z2.
  • the accessory (A4) may be included in one of the small intestine clothing (A) or the purchase target clothing (C).
  • the additional recommendation unit 254 may transmit the accessory Z3 with which the matching rate is improved to the augmentation operation unit 230.
  • the addition and synthesis unit 238 may further synthesize the recommended accessory Z3 to the rendered image.
  • On-line system may perform a judgment correction step (H4) to display the synthesized image on the virtual display unit 210 to determine the user's satisfaction.
  • H4 judgment correction step
  • the recommendation unit 250 is similar to the following The recommended clothing can be recommended in a pattern.
  • the recommendation unit 250 is reminded at the next recommendation. Clothing can be recommended in a pattern that reflects the user's choice or preference.
  • the online system performs a purchase necessary step (H5) to confirm whether the user intends to purchase the recommended clothing (Z2) when the recommended clothing (Z2) exists in the clothing (C) to be purchased. can do.
  • the purchase necessary step (H5) may include notifying the virtual display unit 210 that a purchase is necessary and requesting whether to perform the purchase.
  • the user may request to perform the purchase to the clothing input unit 150 or the external terminal 400.
  • the online system may perform a payment progress step H6 of tracking the seller of the recommended clothing Z2 and proceeding with the purchase through the payment information FI.
  • FIG. 14 illustrates an embodiment in which the above method of recommending clothing is performed by the online system of an embodiment of the present invention.
  • the specific user I can utter a voice command toward the clothing device 100.
  • the voice command may correspond to “What are you wearing today?”.
  • the microphone 152 of the clothing device 100 may receive the voice command.
  • the clothing device 100 may receive the voice command and transmit it to the main clothing controller 180 or the server 600 to interpret the voice command, thereby performing the recommended request receiving step H1.
  • the clothing device 100 may receive weather information, schedule information, and the like to the server 600 or the external terminal 400, and perform a request state recognition step (H2) to identify who is requesting the recommendation. have.
  • the clothing device 100 utilizes a database of possession clothing (A) and purchase target clothing (C) stored in the augmented storage unit 240 to a specific user requesting the recommendation through the recommendation unit 250 It is possible to perform a recommended operation step (H3) to recommend a suitable recommended clothing (Z).
  • the clothing device 100 may display the recommended clothing Z on the virtual display unit 210 as it is.
  • the clothing device 100 may also be displayed on the virtual display unit 21 along with a list of the recommended clothes Z.
  • the list may include the recommended top (A2), bottom (A3), accessory (A4) type, price, brand, and shape.
  • the recommended clothing Z may be an image rendered on the user's image.
  • the augmented computation unit 230 may synthesize the recommended clothing Z itself into a virtual avatar, or output only a picture or image of the recommended clothing Z to the virtual display unit 21.
  • the garment device 100 may perform a purchase required step (H5) to notify that the purchase of the scarf is necessary when the scarf A4 is the clothing C to be purchased.
  • the user can check the clothes suitable for the current state without having to manually select suitable clothes or memorize all the clothes he / she has, and can check which clothes need to be purchased. Furthermore, it is possible to improve fashion sense or fashion knowledge by confirming a suitable combination of clothes.
  • the clothing device 100 may receive a voice command such as “Please buy a scarf”, which is requested to purchase clothing not owned by the user, such as the scarf A4.
  • a voice command such as “Please buy a scarf”, which is requested to purchase clothing not owned by the user, such as the scarf A4.
  • the clothing device 100 interprets the voice command through the clothing main control unit 180 or the server 600.
  • the clothing device 100 may receive a result of searching for a plurality of sellers selling the scarf through the server 600.
  • the plurality of sellers can sell the scarf online or offline, and upload the price information of the scarf, etc. to their site.
  • the information may be collected from the server 600 and provided to the clothing device 100.
  • the clothing device 100 may display the collected seller information on the virtual display unit 210.
  • a plurality of sellers' locations (Maps) or sites and sales price information may be displayed on the virtual display unit 210. Through this, the user can select a place with good accessibility or an inexpensive seller.
  • the payment information F is stored in the augmented storage unit 240 of the clothing device 100, and the server 600 may be connected to a sales site provided by the seller. Accordingly, the garment device 100 can purchase the scarf immediately upon receiving the user's final purchase request, and deliver to the delivery area desired by the user.
  • the delivery area may be stored in the augmented storage unit 240, and a user may input it through the clothing input unit 150 or an external terminal 400.
  • 16 illustrates another embodiment in which the above method of recommending clothing is performed by the online system of one embodiment of the present invention.
  • a specific user may send a request command for requesting recommendation of clothing while at least partially wearing the clothing. For example, while a particular user wears a beige viscose tennis skirt (A37), black chilli pants (A32), and a top underwear (A27), a request for requesting a recommendation of a blouse matching the tennis skirt (A37) is requested. You can send.
  • the request command may include a specific voice command, and may include a motion command for a user to grip the tennis skirt A37 by hand.
  • the motion command may be recognized by the motion recognition camera 222 of the photographing unit 220.
  • the fitting unit 200 may perform a request state recognition step H2 of photographing a state of a specific user with the photographing unit 220. Based on the image taken by the photographing unit 220, the augmented computing unit 230 may recognize the user's body B and the state of the clothing A currently worn by the user.
  • the photographing unit 220 may photograph a user's state and display it on the virtual display unit 210.
  • the body image 213 of the user and clothes A28 and A37 worn by the user may be displayed on the virtual display unit 210.
  • the augmented recognition unit 230 may display the removed image of the black lacquer pants A32 on the virtual display unit 210 by reflecting that the user has specified the “skirts A37”.
  • the augmented computation unit 230 inputs the viscose tennis skirt A37 into the input value input to the recommendation unit 250 according to the analyzed request command, but the black coat pants A32 and the top underwear A27 Can be excluded.
  • the online system of an embodiment of the present invention can exclude clothing that the user does not intend, and recommend only the intended specific clothing and suitable clothing.
  • the recommendation unit 250 in the recommended operation step (H3), the recommendation unit 250, the specific user's schedule, weather information, preferences, possession clothing information (AI), body information (BI), fashion, The pink blouse (A212) can be recommended as the appropriate recommended clothing (Z) by entering the purchase target clothing information (CI) and the tennis skirt (A37) into the recommendation program (T).
  • the augmentation operation unit 230 may render the user's body image 213 by reflecting the size of the recommended clothing Z as it is, and display the rendered image on the virtual display unit 210 as it is. .
  • the user may perform the determination correction step (H4) by recommending other clothing or requesting comparison.
  • 17 illustrates another embodiment in which the above method of recommending clothing is performed by the online system of one embodiment of the present invention.
  • the recommendation request receiving step (H1) may be performed by the clothing device 100 recognizing a voice command of “Recommend” of the user, and the clothing device 100 may
  • a request state recognition step (H2) may be performed by photographing the specific user with the photographing unit 220.
  • the augmentation computation unit 230 calculates clothes Z1 suitable for the current user through the recommendation unit 250 and the augmentation storage unit 240, and displays the user's actual image 214 on the virtual display unit 210.
  • the recommended operation step H3 of rendering and displaying the recommended clothing Z1 may be performed.
  • the virtual display unit 210 can render the recommended clothing (Z1) in perfect condition by rendering it on the user's image (213). have.
  • the user may perform the determination correction step H4 while changing his position. For example, if the user performed the current recommendation request receiving step H1 at the location of P1, the user can change the location to P2.
  • the P2 may be a position corresponding to a side surface in the P1.
  • the area of the virtual display unit 210 may correspond to a position in which the user's image is reduced to less than half, etc., and the augmented computing unit may correspond to this command to perform a judgment correction step.
  • the location camera 222 may detect whether the user's changed location is above a set range.
  • the position change may be interpreted as a comparison command requiring recommendation of clothing different from the currently recommended clothing Z1.
  • the comparison command may be a direct voice command such as “comparison” of the user.
  • the recommendation unit 250 may recommend the recommended clothing Z2 different from the recommended clothing Z1.
  • the augmented computation unit 230 may render and display the other recommended clothing z2 on the virtual display unit 210.
  • the augmented computation unit 230 may simultaneously display the first recommended clothing Z1 and the recommended clothing Z2 on the virtual display unit 210.
  • the user can select suitable clothing while comparing a plurality of recommended clothing.
  • the user's selection is reflected in the recommendation unit 250 as an input value of preference, and thus may affect the recommended output value.
  • FIG. 18 illustrates another embodiment in which the above method of recommending clothing is performed by the online system of one embodiment of the present invention.
  • FIG. 18 (a) shows that the recommendation request reception step (H1) to the recommendation operation step (H3) is performed.
  • the user may send a determination request as to whether the recommended clothing matches with the other user (E).
  • the online system recommends clothes Z1 and others (E) recommended to the virtual display unit 210 based on other information (EI) stored in the augmented storage unit 240. ) Together.
  • the tine information EI may be photographed by the photographing unit 220 and registered in the augmented storage unit 250, and a general picture may be displayed on the external terminal 400 or the server 600. 250) and can be registered.
  • a plurality of users may request a recommendation of clothing together in an additional request receiving step H1.
  • the augmentation operation unit 230 may request the recommendation unit 250 to recommend a couple look when the contours of a plurality of users are recognized in an image captured by the imaging unit 220.
  • the recommendation unit 250 may output a couple look Z1 and Z2 by inputting information of a plurality of users to the recommendation algorithm T.
  • the augmented computing unit 230 may render the couple look Z1 and Z2 on the images of the plurality of users and display the couple look Z1 and Z2 on the virtual display unit 210.
  • the online system may simultaneously recommend clothing of a plurality of users or clothing that a specific user matches another user.
  • FIG. 19 illustrates another embodiment in which the above method of recommending clothing is performed by the online system of one embodiment of the present invention.
  • the online system of one embodiment of the present invention can recommend a plurality of clothes together in the recommended operation step (H3) and display them all on the virtual display unit 210, and the determination and correction step (H4) allows the user to select any one of a plurality of clothes. You can induce to choose directly.
  • the user can request recommendation of the accessory A4, and the online system according to an embodiment of the present invention recommends a plurality of scarves of the accessory A4 to display on the display panel 211. You can.
  • the first scarf A41 having the highest matching rate among the plurality of scarves may be rendered and displayed on the user's image 213, and the second scarf A42 and the third spark A43 having a relatively low matching rate are displayed. ) May be displayed separately from the user's image 213 of the display panel 211.
  • the plurality of scarves may be virtually displayed on the display panel 211 without being rendered on the image 213 of the user.
  • the motion recognition unit 223 of the photographing unit 220 may be provided to recognize the movement of the user's finger HP.
  • the user can move the finger (hp) against the air, the motion recognition unit 223 can recognize this.
  • the augmentation operation unit 230 may move a plurality of scarves displayed on the virtual display unit 210.
  • the first scarf A41 rendered to the user may be separated from the user's image 213 and the third scarf A43 may be rendered to the user's image 213.
  • the user can repeat the above process to determine the desired scarf among the plurality of scarves.
  • the fitting unit 200 of the online system stores the user's body information (BI) by the photographing unit 220, the augmented computation unit 230, and the augmented storage unit 240. You can.
  • BI body information
  • the user may change body information BI over time. For example, when a user exercises or frequently overeats, the volume of the body may increase, and when the user diets, the volume of the body may decrease.
  • the fitting unit 200 needs to update the body information BI by frequently photographing the user's body information BI with the photographing unit 220.
  • the fitting unit 200 may provide a service for notifying the user of changes in the body information BI.
  • the fitting unit 200 may notify the user of the entire change in the body information BI through a 3D image, and may also notify the user of a 3D change of a specific body part.
  • the fitting unit 200 may numerically represent a change in the body information BI through the augmentation operation unit 230.
  • the fitting unit 200 compares your clothing information (AI) and purchase clothing information (CI) of the augmented storage unit 240 with the user's body information (BI), so that the user can wear it according to body changes. They can notify you of clothing that is difficult to wear and clothing.
  • the user can not only intuitively observe his or her body change, but also recognize a change in clothes that can be worn or not.
  • the online system of an embodiment of the present invention may perform a scan request receiving step I1 that receives a scan command requesting a user to scan his body.
  • the user may register his body information in the fitting unit 200 and request the clothing device 100 to guide the change of the body information.
  • the online system may perform a scan guide step I2 displaying the content necessary for scanning the user's body on the virtual display unit 210.
  • the scan guide step I2 may include displaying a guide line 214 on the display panel 211 or outputting a guide voice of the speaker 212.
  • the online system may perform a shooting step I3 of photographing the user's body with the photographing unit 220.
  • the augmentation operation unit 230 may include extracting a user's body contour and calculating a user's body volume.
  • the online system of one embodiment of the present invention can perform a completion determination step (I4) to check whether an image capable of sufficiently acquiring the body information is secured, and repeat the scan guide step (I2) if additional images are required. You can.
  • the online system displays the scan result display step of displaying the user's 3D avatar image or the user's body image on the virtual display unit 210 on the virtual display unit 210 when the acquisition of the body information BI is completed. (I5) can be performed.
  • On-line system compares the body information (BI) with the existing body information (BI), and the clothing that can be worn in the clothing information (A) and the clothing to be checked for clothes that cannot be worn.
  • the inspection step I6 can be performed.
  • a list of clothes that can be worn in the clothing information (AI) and clothes that cannot be worn may be displayed on the virtual display unit 210 or the external terminal 400.
  • clothes that can be used in the wearable clothing information (AI) and clothes that cannot be worn may be displayed on the virtual display unit 210.
  • On-line system compares the body information (BI) with the existing body information (BI), and checks clothes that can be worn in the purchase information of the old clothes (CI) and other clothes that cannot be worn. Clothing inspection step (I7) can be performed.
  • a list of clothes that can be worn and the clothes that can not be worn in the old clothing information CI may be displayed on the virtual display unit 210 or the external terminal 400. have.
  • the clothes that can be worn in the old clothes purchase information CI and the clothes that cannot be worn can be displayed on the virtual display unit 210.
  • the online system of an embodiment of the present invention may perform a comparison step (I8) of comparing changes in previous body information (BI) and current body information (BI).
  • a previous body image or avatar and a current body image or avatar may be displayed on the virtual display unit 210, and the amount of change of the body image or avatar may be numerically displayed.
  • FIG. 21 shows an embodiment in which the process of FIG. 20 is performed.
  • the user is located in front of the clothing device 100 to utter a voice command “Please do a body scan” or input the clothing input unit 150 to execute the scan request receiving step I1. You can.
  • the garment device 100 may perform a guide guide step (I2) for displaying a guide line 214 on the display panel 211 and guiding the position or operation to be taken by the user with the speaker 212, ,
  • a photographing step (I3) of photographing the user's body may be performed.
  • a front guide line 214a for photographing a user's front may be displayed on the display panel 211, and a guide phrase “Please look at the front and stand with the line” may be displayed on the speaker 212.
  • image capture and storage may be performed.
  • a certain level may be, for example, 70% or more.
  • the clothing device 100 may photograph the front of the user with the photographing unit 220.
  • a side guide line 214b for photographing a user's side is displayed on the display panel 211, and the speaker “212 turn to the side and stand with the line” Can be output.
  • the clothing device 100 may photograph a user's side with the photographing unit 220.
  • the augmented computation unit 230 may determine that an image on the back side is needed to measure the user's body information.
  • the display panel 211 displays a rear guide line 214c for photographing a user's back, and the speaker 212 has a guide phrase “Please turn back and stand like a line”. Can be output.
  • the garment device 100 may photograph the back of the user with the photographing unit 220.
  • the augmented computation unit 230 extracts a user's body contour from each image through the contour extraction unit 231, and the actual volume of the contours through the volume detection unit 232. Can be calculated.
  • the augmentation operation unit 230 may obtain the user's body information BI based on the calculated value.
  • the body information (BI) may correspond to a 3D profile.
  • the augmentation operation unit 230 may output the user's image on the virtual display unit 210 as an avatar S based on the body information BI.
  • the avatar S may be rotated and output from the virtual display unit 210 and may be divided into a front S2 avatar and a side avatar S1.
  • the augmented computation unit 230 analyzes the possession clothing information (AI) and the purchase clothing information (CI) together by using the comparison recognition unit 236, so that the list of clothes that can be worn and clothes that cannot be worn Can be calculated.
  • the virtual display unit 210 may display the list.
  • the list may include a specific identification number and brand of clothing.
  • the virtual display 210 may reduce the user's body volume by 10%, and the A31 and A22 can now be worn, but the A32 and A23 can now indicate that they cannot be worn, and clothing is more common than other brands. It can indicate that you can wear the clothing of Brand Q, which is released small.
  • the user can actively send a comparison command to compare the previous body information to the clothing device 100.
  • the clothing device 100 displays the previous avatar (Sb) based on the previous body information and the current avatar (SA) based on the current body information on the virtual display unit 210.
  • the virtual display unit 210 may display the body change amount together. For example, if the volume is reduced by 10%, a phrase in which the body volume is reduced by 10% may be displayed together.
  • the user can intuitively observe his or her body changes, and can check performances such as exercise, problems with overeating, and importance of posture.
  • the above-described control method can be applied even when the user using the online system is a plurality of users. That is, the online system may classify and store body information of a plurality of users in the process of obtaining user body information.
  • the online system may classify and store body information of a plurality of users in the process of obtaining user body information.
  • the specific user among a plurality of users requests any one of clothing registration, recommendation, and body scan
  • the specific user is recognized to register clothing corresponding to the specific user, clothing recommendation, and body scan result. Can provide.
  • a plurality of users can personally use clothing registration, clothing recommendation, and body scan without confusion through one online system.

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  • Engineering & Computer Science (AREA)
  • Textile Engineering (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

La présente invention concerne un système en ligne et un procédé de commande associé, le système en ligne comprenant des dispositifs vestimentaires qui peuvent recevoir des informations physiques d'un utilisateur, notifier un changement des informations physiques, enregistrer des informations vestimentaires tenues par l'utilisateur, combiner le calendrier de l'utilisateur, les conditions météorologiques, les préférences, la tendance dans la zone dans laquelle se trouve l'utilisateur et des informations relatives aux vêtements qui sont vendus, et recommander à l'utilisateur des vêtements personnalisés.
PCT/KR2019/011816 2018-09-12 2019-09-11 Dispositif d'enregistrement de vêtements et dispositif de recommandation de vêtements, et système en ligne comprenant ceux-ci WO2020055154A1 (fr)

Priority Applications (6)

Application Number Priority Date Filing Date Title
US17/275,988 US20220031068A1 (en) 2018-09-12 2019-09-11 Clothing registration device and clothing recommendation device, and online system comprising same
AU2019338892A AU2019338892B2 (en) 2018-09-12 2019-09-11 Clothing registration device and clothing recommendation device, and online system comprising same
RU2021109651A RU2768558C1 (ru) 2018-09-12 2019-09-11 Устройство регистрации одежды и устройство рекомендации одежды, а также онлайновая система, содержащая их
JP2021513186A JP2022511301A (ja) 2018-09-12 2019-09-11 衣類登録装置と衣類推薦装置及びこれらを備えるオンラインシステム
CN201980059807.3A CN112703286A (zh) 2018-09-12 2019-09-11 衣物登记装置和衣物推荐装置及包括这些装置的线上系统
EP19859109.1A EP3851571A4 (fr) 2018-09-12 2019-09-11 Dispositif d'enregistrement de vêtements et dispositif de recommandation de vêtements, et système en ligne comprenant ceux-ci

Applications Claiming Priority (4)

Application Number Priority Date Filing Date Title
KR10-2018-0108969 2018-09-12
KR20180108969 2018-09-12
KR1020190112636A KR20200030471A (ko) 2018-09-12 2019-09-11 의류등록장치와 의류추천장치 및 이를 포함하여 이루어지는 온라인 시스템
KR10-2019-0112636 2019-09-11

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CN114201681A (zh) * 2021-12-13 2022-03-18 支付宝(杭州)信息技术有限公司 用于推荐衣物的方法及装置
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JP7392205B2 (ja) 2020-09-22 2023-12-05 スタイルボット カンパニー リミテッド ユーザ選択衣類に基づいて衣類推薦情報を提供する方法、及びこれを用いるサーバ
JP7463792B2 (ja) 2020-03-24 2024-04-09 大日本印刷株式会社 情報処理システム、情報処理装置及び情報処理方法

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