KR20130049376A - Apparatus and method for recommending personalized clothes - Google Patents

Apparatus and method for recommending personalized clothes Download PDF

Info

Publication number
KR20130049376A
KR20130049376A KR1020110114368A KR20110114368A KR20130049376A KR 20130049376 A KR20130049376 A KR 20130049376A KR 1020110114368 A KR1020110114368 A KR 1020110114368A KR 20110114368 A KR20110114368 A KR 20110114368A KR 20130049376 A KR20130049376 A KR 20130049376A
Authority
KR
South Korea
Prior art keywords
user
costume
information
clothes
recommendation
Prior art date
Application number
KR1020110114368A
Other languages
Korean (ko)
Inventor
윤영우
윤호섭
이재연
김도형
윤우한
김재홍
손주찬
Original Assignee
한국전자통신연구원
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 한국전자통신연구원 filed Critical 한국전자통신연구원
Priority to KR1020110114368A priority Critical patent/KR20130049376A/en
Publication of KR20130049376A publication Critical patent/KR20130049376A/en

Links

Images

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/10—Services

Landscapes

  • Business, Economics & Management (AREA)
  • Tourism & Hospitality (AREA)
  • Health & Medical Sciences (AREA)
  • Economics (AREA)
  • General Health & Medical Sciences (AREA)
  • Human Resources & Organizations (AREA)
  • Marketing (AREA)
  • Primary Health Care (AREA)
  • Strategic Management (AREA)
  • Physics & Mathematics (AREA)
  • General Business, Economics & Management (AREA)
  • General Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

The present invention relates to an individual costume recommendation technology, and attaches a camera and a display device to a full-length mirror to recognize the user's clothing wearing information, and based on the costume and the past wearing information held by the individual user in the database, today's recommended clothing information And to display to the user. According to the present invention, by recommending a costume to be worn today based on the user's past costume wearing information, the probability that awkward clothing is recommended because the user performs the recommendation based on the costume information worn in the past and the preference entered directly by the user It can lower and increase user satisfaction.

Description

Personalized Apparel Apparatus and Methods {APPARATUS AND METHOD FOR RECOMMENDING PERSONALIZED CLOTHES}

The present invention relates to an individual costume recommendation technology, and in particular, attaches a camera and a display device to a full-length mirror to recognize the user's costume wearing information, and displays today's recommended costume information to the user using previously collected costume wearing information. A device and method for recommending a personal clothing suitable for making

In general, in order to provide costume information to a user through an electronic device including a computer, or to recommend a specific costume, it is necessary to store all the costume information of the user or to record the costume information worn by the user every day. In addition, the image processing technology may be used to classify each user, classify the top and bottom, and extract color information.

The prior art for this purpose is to recommend or coordinate clothing information to the user through a user identification technology using a human face and a key, a technology for extracting the top and bottom worn by the user from the image information.

Korean Patent Publication No. 2011-0041628 (published Apr. 22, 2011) Korean Patent Publication No. 2010-0093232 (published Aug. 25, 2010)

In the conventional clothes recommendation method operating as described above, the user can randomly recommend the user clothes by checking the clothes information included in the user database based on the user information, or receive the recommended clothes from a professional coordinator through the server. Therefore, there was a problem in that the user can not only recommend the clothes unilaterally, regardless of the user's favorite color and favorite style.

Accordingly, an embodiment of the present invention, by attaching a camera and a display device to the full-length mirror to recognize the user's clothes wearing information, by using the previously collected clothes worn information collected by the individual to display today's recommended clothing information to the user A clothing recommendation device and method can be provided.

In addition, the embodiment of the present invention, by attaching a camera and a display device to the full-length mirror to recognize the user's clothes wearing information, and displays the recommended clothes information of the day to the user based on the clothes and the past wearing information for each user in the database It is possible to provide a personalized costume recommendation device and method.

According to an embodiment of the present invention, an individual clothing recommendation apparatus includes a person detecting sensor for detecting a person, a camera unit for photographing a user, and a data captured by controlling the camera unit when a person is recognized by the person detecting sensor. Recognizing the user based on the, may include a control unit for searching the database for the recognized user, and a coordination recommendation unit for providing the today's clothing recommendation information based on the clothing information and preference information retrieved from the database.

The database may include at least one of preference information for each user, wear date, and wear frequency of the user.

The coordinating recommendation unit may include a new clothes menu indicating a score having the highest priority in proportion to the frequency of wearing the corresponding costume in the past and inversely related to the frequency of the recent wearing, and the score of the preference information in the costume information. At least one of the favorite clothes menu indicated by the highest rank and the modest clothes menu indicated by the rank having the high score and the frequency of the preference information in the costume information may be recommended as the costume information of the day.

The clothes recommendation device for each individual may further include a transmitter / receiver configured to transmit the user information through a communication network under the control of the controller, and to receive a recommendation product for the user from the goods server.

The controller may receive a preference for the recommended product and store it in the database, and control transmission of the recommended product information including a user preference to the portable terminal or the product server through the transceiver.

According to an embodiment of the present invention, a method for recommending clothes for each individual includes: detecting a person by a person detecting sensor; detecting a person by the controller; photographing a user by controlling a camera unit; and photographing data based on the photographed data. And a process of recognizing the user, a process of searching a database for the recognized user, and a process of providing today's costume recommendation information based on costume information and preference information retrieved from the database by the coordinating recommender. .

The database may include at least one of preference information for each user, wear date, and wear frequency of the user.

The recommendation process may include a new clothes menu having a highest priority in proportion to the frequency of wearing the corresponding costume in the past and inversely proportional to the frequency of the recent wearing, and the score of the preference information in the costume information. May recommend at least one of a favorite clothes menu indicated by the highest rank and a modest clothes menu indicated by the rank of which the score of the preference information is high and the frequency is high in the costume information as the clothes information of the day.

The personal clothing recommendation method may further include transmitting the user information by interworking with a commodity server through a communication network in a transmission / reception unit under the control of the controller, and receiving a recommendation product for the user from the commodity server. can do.

The personal clothing recommendation method includes receiving a preference for the recommended product from the controller and storing the recommended product information in the database, and sending the recommended product information including a user preference to the portable terminal or the product server through the transceiver. The method may further include controlling the transmission.

According to the individual clothes recommendation apparatus and method according to an embodiment of the present invention as described above has one or more of the following effects.

According to the individual costume recommendation device and method according to an embodiment of the present invention, by recommending a costume to wear today based on the user's past costume wearing information, based on the costume information worn by the user in the past and the preference entered directly by the user Since the recommendation is performed, the odds of awkward clothes being recommended can be lowered, and the user satisfaction can be improved.

1 is a view briefly showing the structure of an individual costume recommendation device according to an embodiment of the present invention;
2 is a block diagram showing the detailed structure of the individual costume recommendation device according to an embodiment of the present invention,
3 is a view showing a costume recommendation interface menu screen of the individual costume recommendation device according to an embodiment of the present invention;
4 is a diagram illustrating a main menu screen of an individual costume recommendation device according to an embodiment of the present invention;
5 is a flowchart illustrating an operation procedure of an individual clothing recommendation device according to an exemplary embodiment of the present invention.

Advantages and features of the present invention, and methods of achieving the same will become apparent with reference to the embodiments described below in detail in conjunction with the accompanying drawings. The present invention may, however, be embodied in many different forms and should not be construed as limited to the embodiments set forth herein. Rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the scope of the invention to those skilled in the art. To fully disclose the scope of the invention to those skilled in the art, and the invention is only defined by the scope of the claims. Like reference numerals refer to like elements throughout.

In the following description of the present invention, a detailed description of known functions and configurations incorporated herein will be omitted when it may make the subject matter of the present invention rather unclear. The following terms are defined in consideration of the functions in the embodiments of the present invention, which may vary depending on the intention of the user, the intention or the custom of the operator. Therefore, the definition should be based on the contents throughout this specification.

Each block of the accompanying block diagrams and combinations of steps of the flowchart may be performed by computer program instructions. These computer program instructions may be loaded into a processor of a general purpose computer, special purpose computer, or other programmable data processing apparatus so that the instructions, which may be executed by a processor of a computer or other programmable data processing apparatus, And means for performing the functions described in each step are created. These computer program instructions may be stored in a computer usable or computer readable memory that can be directed to a computer or other programmable data processing equipment to implement functionality in a particular manner, and thus the computer usable or computer readable memory. It is also possible for the instructions stored in to produce an article of manufacture containing instruction means for performing the functions described in each block or flowchart of each step of the block diagram. Computer program instructions may also be mounted on a computer or other programmable data processing equipment, such that a series of operating steps may be performed on the computer or other programmable data processing equipment to create a computer-implemented process to create a computer or other programmable data. Instructions that perform processing equipment may also provide steps for performing the functions described in each block of the block diagram and in each step of the flowchart.

Also, each block or each step may represent a module, segment, or portion of code that includes one or more executable instructions for executing the specified logical function (s). It should also be noted that in some alternative embodiments, the functions noted in the blocks or steps may occur out of order. For example, the two blocks or steps shown in succession may in fact be executed substantially concurrently or the blocks or steps may sometimes be performed in the reverse order, depending on the functionality involved.

In an embodiment of the present invention, by attaching a camera and a display device to the full-length mirror to recognize the user's clothes wearing information, and displays the today's recommended clothes information to the user using the previously collected clothes wearing information.

Hereinafter, embodiments of the present invention will be described in detail with reference to the accompanying drawings.

1 is a view briefly showing the structure of the individual costume recommendation device according to an embodiment of the present invention.

Referring to FIG. 1, an individual clothing recommendation device 100 may include a mirror 110, a camera 120, a person detection sensor 130, a display device 140, and the like. The camera 120 and the person detection sensor 130 may be attached to one region of the mirror 110, and the display device 140 may be mounted on one side of the mirror.

The person detecting sensor 130 may detect a user and prevent the camera 120 and the display device 140 from being unnecessarily driven during a time when a person is not detected. When a person is detected, the camera 120 may take a picture or a video under the control of the display device 140, and the photographed data may be transferred to the user recognition unit of the individual costume recommendation device 100.

Accordingly, the individual costume recommendation apparatus 100 may perform costume recognition for a plurality of users through one individual costume recommendation apparatus 100 by performing recognition for each user based on the photographed data. That is, all members of the family can use the personal costume recommendation apparatus 100 in the home.

In addition, by determining and recognizing the length and color of the user's hair, the color of the clothes, the bottom of the clothes through the camera 120, the individual costume recommendation device 100 is based on a variety of user information of today's high-quality costume information Can be recommended.

2 is a block diagram showing the detailed structure of the individual costume recommendation device according to an embodiment of the present invention.

Referring to FIG. 2, the functional blocks of the individual clothing recommendation device 100 may be attached to the rear of the mirror or mounted on the display device 140, and may include a camera 120, a person detection sensor 130, and a display device ( 140, the control unit 200, the input unit 202, the user recognition unit 204, the upper and lower extraction and recognition unit 206, holding costume information output unit 208, the user-specific clothes, coordination database 210, coordinating recommendation The unit 212 and the transceiver 214 may be included.

In detail, the display device 140 receives a display signal from the control unit 200 and displays a user interface screen as shown in FIGS. 3 to 4, and may display a user menu and today's clothing recommendation information. (Eg, LCD, LED, AMOLED, Retina, etc.). The person detecting sensor 130 may transmit information sensed about a person to the controller 200. When the controller 200 receives the sensed information from the person detection sensor 130, the controller 200 controls the camera 120 to photograph the user. In the photographing, the front, side, and rear of the user are not shown, but the display device 140 and the like are not shown, but the user may be informed that the front, side, and rear photographs are being photographed through the speaker, and the photographing may be performed accordingly.

The photographed data may be transmitted to the user recognizer 204, and the user recognizer 204 may identify the user through face recognition in the photographed data. In other words, by performing recognition based on a registered user's face, one face is recognized or at least one similar face (for example, four faces) is displayed through the controller 200 to input selection information from the user. User recognition may be performed.

The input unit 202 may receive a control command from the user and transmit the control command to the control unit 200 as a part for interacting with the user, and may be implemented in a keypad method or a touch panel method.

The controller 200 controls each of the functional blocks, searches a database for a user recognized by the user recognition unit 204, and coordinates clothes information, wearing frequency information, and preference information retrieved from the database of the corresponding user. 212). In addition, the most recently worn date, the latest wearing frequency, and the like may be output through the display device 140 as basic statistical information.

In addition, the photographed data may be received from the user recognizer 204 and transferred to the upper and lower extraction and recognition units 206.

The upper and lower extracting and recognizing unit 206 may extract the upper and lower parts worn by the user from the photographed data, and recognize the extracted upper and lower parts. In this case, the dress may be recognized as one piece of clothing, and the different tops and bottoms of the user may be distinguished from each other in detail, and the color, slimness, and exposure of the tops and bottoms may be recognized.

In addition, the top and bottom extraction and recognition unit 206 may be implemented to recognize bags, sunglasses, hats, earrings, necklaces, bracelets, watches, etc. in addition to the top and bottom. Such accessories may be directly recognized or recognized based on information previously stored in a user-specific costume or coordination database 210.

However, the upper and lower extraction and recognition unit 206 may not use the color or pattern of the clothes and the body shape information of the user because the user uses the clothing wearing record of the user and the preference input directly by the user, but this is not an embodiment of the present invention. It may vary depending on the implementation method.

The possessed costume information output unit 208 may output the costume information possessed by the corresponding user from the costume for each user and the coordination database 210 and transmit the costume information to the controller 200. That is, the costume information possessed by the user may include costume information, preference information, etc. worn by the user by individual top, bottom, and date.

The user's clothes and coordination database 210 stores clothes information owned by the user for each user, and can store recognition information received from the upper and lower extraction and recognition units 206 in the storage area for each user. The clothes information held by the user may be delivered at the request of the clothes information output unit 208. If necessary, the user may store information including body size information, gender, preferred color, and preferred style of each user.

Coordinator recommendation unit 212 can receive the user-specific costume, preference information from the coordination database 210, and can recommend the costume to wear today by using the user's past costume wearing history and the user's preference information. have. The coordination recommendation unit 212 may perform, for example, three costume recommendation methods.

The first 'new clothes' suggests clothes that the user possesses but has not worn recently. If you choose old clothes that are not worn simply by the influence of the season, clothes that do not fit the current climate may be recommended, so scores are calculated based on Equation 1 below, and the recommendations are made in the order of the highest score. can do.

Figure pat00001

The score Score1 (i) is a score for the i th costume, and the score value is proportional to the frequency of wearing the costume in the past and inversely proportional to the frequency of the recent costume. freq_past (i, j) represents the frequency of wearing costume i between j years ago (today + x days) and (today-x days), and freq_current (i) is today to today (today-y days) ) Shows the frequency of wearing. The w variable is a weight variable that can control the importance of each term in the expression. This can change the w, x, and y values depending on the configuration of the system.

The second 'favorite clothes' may show the clothes with high preference of the user as priority. In other words, if the user likes his / her clothes reflected in the mirror, the user may input a high preference by the touch screen method, and thus shows the clothes having the highest preference using the previously recorded preference information when recommending the clothes. However, in order to prevent recommendation of clothes worn in other seasons, it may be determined whether the clothes have been worn for a predetermined period of time (eg, the month or the corresponding account).

The score for the second 'favorite clothes' can be calculated by Equation 2 below.

Figure pat00002

worn_this_season (i) tells you if the i-th costume has been worn for the past n years (today + x days) to (today-x days). It can have a value of 1 if it has been hit, and 0 if not. rating (i) is the user specified preference value for the i th costume.

The third 'good clothes' shows a high degree of user preference and shows a lot of clothes worn in the past and recently. That is, the user likes, and the frequency that the user wears a lot of clothes that can be recommended without any difficulty.

The score of the third 'good clothes' can be calculated by Equation 3 below.

Figure pat00003

On the other hand, the score calculated by the coordinate recommendation unit 212 is for the overall clothes including both the top and bottom of the user clothes. If the individual costume recommendation device 100 recommends the top and the bottom separately, there may be a problem in which the top and the bottom do not match, so the embodiment of the present invention does not distinguish between the top and the bottom when recommending the clothes.

However, when receiving the respective preferences for the top and the bottom according to the implementation method of the embodiment of the present invention, and receiving the top and bottom match result preference information, the coordinator recommendation unit 212 based on the top and bottom for the You may also recommend each outfit.

The transmitter / receiver 214 may be linked to a clothes product providing server through a wired / wireless communication network, and may be wirelessly connected to a user's portable terminal (eg, a portable computing device such as a smartphone or a laptop) through a mobile communication network, a Wi-Fi network, or a Bluetooth. Send and receive recommendation information.

For example, clothes information recommended through the coordinator recommendation unit 212 may be transmitted to the portable terminal of the user through the transceiver 214 under the control of the controller 200. This allows the user to check the recommended clothes information on the go through the portable terminal.

The costume product providing server may recommend a new product to a corresponding user. The costume product providing server may receive costume information owned by the user, recommend a new product costume, and provide purchase information.

In this regard, the coordinate recommendation unit 212 may receive a new product from a clothes product providing server, receive a user's preference for the clothes, and store the user's preference in the user database, based on the user's past clothes wearing record and the user's preference information. You may want to recommend a costume you may prefer. Meanwhile, the recommended clothes information may be transmitted to the user's portable terminal and the clothes product providing server together with the user's preference information.

FIG. 3 is a diagram illustrating a costume recommendation interface menu screen of an individual costume recommendation device according to an exemplary embodiment of the present invention.

Referring to FIG. 3, as a screen displayed on the display device 140, a screen 330 for recommending clothes of the day is provided. For example, you can select a recommendation method through three menus 310, such as new clothes, favorite clothes, and modest clothes, and a recommendation costume having a score of the next rank through the arrow 320 in the upper right corner. You can see.

Accordingly, the user may select a desired recommendation costume by touching the touch screen display device 140 and touching the menu 310 or the arrow 320.

In addition, through the information window 340 at the bottom, it is possible to output the basic wearing statistics of the clothes shown on the current screen. The date of the most recent wearing of the costume and the frequency of the latest wearing can be displayed to help the user in selecting the costume.

4 is a diagram illustrating a main menu screen of an individual costume recommendation device according to an exemplary embodiment of the present invention.

Referring to FIG. 4, a main menu screen 420 is displayed as a screen displayed on the display device 140. For example, today's costume recommendation, my closet view, past costume view, etc. can be selected by touching the menu (400).

In addition, the preference display 410 may be used to view or select a preference for a costume that is currently worn. In addition, through the information window 430 at the bottom, it is possible to output the basic wearing statistics of the clothes shown on the current screen. The date of the most recent wearing of the costume and the frequency of the latest wearing can be displayed to help the user in selecting the costume.

5 is a flowchart illustrating an operation procedure of an individual clothing recommendation apparatus according to an exemplary embodiment of the present invention.

Referring to FIG. 5, when a person is detected through the person detection sensor 130 in step 500, the control unit 200 controls the camera 120 to capture the detected user in step 502. The photographed data is transferred to the user recognizer 204 to recognize the user.

In this case, when the user recognition fails, there may be a case in which the user is not a registered user through face recognition or a wrong image is taken. In step 506, if it is determined that the user is a new user, in step 508, the new user information is input through the input unit 202 and registered as a new user, and then the clothing information for the new user is input by interlocking the database for the new user. .

However, if the user is not a new user in step 506, the existing user is not recognized. Therefore, the method returns to step 502 to retake the user through the camera.

Thereafter, in step 510, the clothing recommendation is performed for the recognized user. That is, high priority on the menu selected by the user among menus such as new clothes, favorite clothes, and fine clothes is given priority, and costume information corresponding to the high score is displayed as recommended clothes.

In operation 512, when the user inputs the preference for the recommended clothes, the user determines whether the preference is input and accumulates the preference information of the recommended clothes in the user database in operation 514.

On the other hand, if the user wants to store the new clothes in the database, after user recognition, by inputting the preference information on the photographed data, the database stores the clothes as the preference information on the clothes worn on the date.

As described above, the individual clothes recommendation apparatus and method according to an embodiment of the present invention, by attaching a camera and a display device to the full-length mirror to recognize the user's clothes wearing information, using the previously collected clothes wearing information today The recommended costume information of the user is displayed.

While the present invention has been described in connection with what is presently considered to be the most practical and preferred embodiment, it is to be understood that the invention is not limited to the disclosed embodiments, but is capable of various modifications within the scope of the invention. Therefore, the scope of the present invention should not be limited to the described embodiments, but should be determined by the scope of the appended claims, and equivalents thereof.

100: personalized costume recommendation device 110: mirror
120: camera 130: person detection sensor
140: display device

Claims (1)

A person detection sensor for detecting a person,
A camera unit for photographing the user,
A control unit for recognizing the user and searching a database of the recognized user based on the photographed data by controlling the camera unit when a person is recognized by the person detecting sensor;
Cody recommendation unit that provides today's costume recommendation information based on the costume information and preference information retrieved from the database
Individual costume recommendation device comprising a.
KR1020110114368A 2011-11-04 2011-11-04 Apparatus and method for recommending personalized clothes KR20130049376A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
KR1020110114368A KR20130049376A (en) 2011-11-04 2011-11-04 Apparatus and method for recommending personalized clothes

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
KR1020110114368A KR20130049376A (en) 2011-11-04 2011-11-04 Apparatus and method for recommending personalized clothes

Publications (1)

Publication Number Publication Date
KR20130049376A true KR20130049376A (en) 2013-05-14

Family

ID=48660138

Family Applications (1)

Application Number Title Priority Date Filing Date
KR1020110114368A KR20130049376A (en) 2011-11-04 2011-11-04 Apparatus and method for recommending personalized clothes

Country Status (1)

Country Link
KR (1) KR20130049376A (en)

Cited By (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20160106438A (en) 2015-03-02 2016-09-12 한남대학교 산학협력단 Three-dimensional coordination system using a full-length mirror
KR20170003046A (en) * 2015-06-30 2017-01-09 주식회사 바디엘 System and method for coordinating clothes
JP2018521440A (en) * 2015-07-23 2018-08-02 青島海爾洗衣机有限公司ＱｉｎｇＤａｏ Ｈａｉｅｒ Ｗａｓｈｉｎｇ Ｍａｃｈｉｎｅ Ｃｏ．，Ｌｔｄ． Clothing coordination recommendation method and intelligent terminal
CN109214873A (en) * 2018-10-29 2019-01-15 黄冠文 A kind of intelligent shoe cabinet and shoes recommended method
KR20190048449A (en) 2017-10-31 2019-05-09 로고몬도 주식회사 Apparatus and method for providing customized jewelry information
KR20200085106A (en) * 2019-01-04 2020-07-14 오드컨셉 주식회사 A method of providing a fashion item recommendation service to a user
WO2020251174A1 (en) * 2019-06-10 2020-12-17 오드컨셉 주식회사 Method for advertising user-customized fashion item and server executing same
KR20210079026A (en) * 2019-12-19 2021-06-29 김일용 Apparel recommendation method and device
KR20220155967A (en) * 2015-07-08 2022-11-24 주식회사 케이티 Server apparatus and method for recommending cloth thereby
WO2023095974A1 (en) * 2021-11-29 2023-06-01 엘지전자 주식회사 Digital signage, mobile device, and control method
KR20230152347A (en) 2022-04-27 2023-11-03 전세용 Apparatus and method for providing clothing information
KR20240059699A (en) 2022-10-25 2024-05-08 주식회사 씨브이아이 Method and apparatus for large-scale laser processing

Cited By (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20160106438A (en) 2015-03-02 2016-09-12 한남대학교 산학협력단 Three-dimensional coordination system using a full-length mirror
KR20170003046A (en) * 2015-06-30 2017-01-09 주식회사 바디엘 System and method for coordinating clothes
KR20220155967A (en) * 2015-07-08 2022-11-24 주식회사 케이티 Server apparatus and method for recommending cloth thereby
JP2018521440A (en) * 2015-07-23 2018-08-02 青島海爾洗衣机有限公司ＱｉｎｇＤａｏ Ｈａｉｅｒ Ｗａｓｈｉｎｇ Ｍａｃｈｉｎｅ Ｃｏ．，Ｌｔｄ． Clothing coordination recommendation method and intelligent terminal
KR20190048449A (en) 2017-10-31 2019-05-09 로고몬도 주식회사 Apparatus and method for providing customized jewelry information
CN109214873A (en) * 2018-10-29 2019-01-15 黄冠文 A kind of intelligent shoe cabinet and shoes recommended method
WO2020141803A3 (en) * 2019-01-04 2020-10-15 오드컨셉 주식회사 Method for providing fashion item recommendation service to user
KR20200085106A (en) * 2019-01-04 2020-07-14 오드컨셉 주식회사 A method of providing a fashion item recommendation service to a user
WO2020251174A1 (en) * 2019-06-10 2020-12-17 오드컨셉 주식회사 Method for advertising user-customized fashion item and server executing same
KR20210079026A (en) * 2019-12-19 2021-06-29 김일용 Apparel recommendation method and device
WO2023095974A1 (en) * 2021-11-29 2023-06-01 엘지전자 주식회사 Digital signage, mobile device, and control method
KR20230152347A (en) 2022-04-27 2023-11-03 전세용 Apparatus and method for providing clothing information
KR20240059699A (en) 2022-10-25 2024-05-08 주식회사 씨브이아이 Method and apparatus for large-scale laser processing

Similar Documents

Publication Publication Date Title
KR20130049376A (en) Apparatus and method for recommending personalized clothes
US10495878B2 (en) Mobile terminal and controlling method thereof
CA2956698C (en) Shoe and/or insole selection system
US10019779B2 (en) Browsing interface for item counterparts having different scales and lengths
US9900498B2 (en) Glass-type terminal and method for controlling the same
JP4659817B2 (en) Sales support device
US10952667B2 (en) Device and method of controlling wearable device
CN107106032B (en) Device and method for controlling wearable device
EP3321787A1 (en) Method for providing application, and electronic device therefor
KR20160016263A (en) Mirror display device and operating method thereof
EP3061386A2 (en) Mobile terminal, wireless charger and wearable device
CN104345886B (en) Intelligent glasses system for fashion experience and personalized fashion experience method
KR101541180B1 (en) Smart mirror device and thereby system
KR101620938B1 (en) A cloth product information management apparatus and A cloth product information management sever communicating to the appartus, a server recommending a product related the cloth, a A cloth product information providing method
KR20150079804A (en) Image processing method and apparatus, and terminal device
KR102238330B1 (en) Display device and operating method thereof
CN108513060A (en) Use the electronic equipment of the image pickup method and support this method of external electronic device
CN105511277A (en) Method and device for recommending drink
KR20180095008A (en) A method and apparatus for presenting a watch face, and a smart watch
US10026176B2 (en) Browsing interface for item counterparts having different scales and lengths
CN105374058A (en) Virtual try-on apparatus, virtual try-on system and virtual try-on method
KR20180133121A (en) Fashion item recommendation server and fashion item recommendation method using the same
KR20160023208A (en) Mirror display device and operating method thereof
US20210166067A1 (en) Image suggestion apparatus, image suggestion method, and image suggestion program
JP2017164216A (en) Image evaluation apparatus, image evaluation method, and image evaluation program

Legal Events

Date Code Title Description
WITN Withdrawal due to no request for examination