WO2019231038A1 - Method for providing beauty content - Google Patents

Method for providing beauty content Download PDF

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Publication number
WO2019231038A1
WO2019231038A1 PCT/KR2018/006897 KR2018006897W WO2019231038A1 WO 2019231038 A1 WO2019231038 A1 WO 2019231038A1 KR 2018006897 W KR2018006897 W KR 2018006897W WO 2019231038 A1 WO2019231038 A1 WO 2019231038A1
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WO
WIPO (PCT)
Prior art keywords
information
terminal device
server
consumer
face
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PCT/KR2018/006897
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French (fr)
Korean (ko)
Inventor
김태일
구지향
김덕현
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㈜라온스퀘어
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Publication of WO2019231038A1 publication Critical patent/WO2019231038A1/en

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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00Commerce
    • G06Q30/02Marketing; Price estimation or determination; Fundraising
    • G06Q30/0241Advertisements
    • G06Q30/0251Targeted advertisements
    • G06Q30/0255Targeted advertisements based on user history
    • G06Q30/0256User search
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00Commerce
    • G06Q30/02Marketing; Price estimation or determination; Fundraising
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/10Services

Definitions

  • the present invention relates to a method for providing beauty content.
  • the technical problem to be achieved by the present invention is to provide a consumer (object) with a questionnaire for personal color self-measurement and personal color analysis information through analysis of facial image information, thereby objectively analyzing the individual of the consumer (object). Its purpose is to be able to provide information on the difference between the color and the personal color that the consumer (object) thinks.
  • the purpose is to provide an objective information in the cosmetics selection process of the consumer (object).
  • the consumer (object) is able to know when the recommended cosmetics are used as augmented reality technology through the terminal device, to provide the consumer (object) with useful information when determining and selecting cosmetics.
  • the facial shape analysis information is derived from the face image information of the consumer (object), and the recommendation cosmetic method matching the facial shape analysis information is provided, so that the consumer (object) can search for an optimal makeup method suitable for his or her face type. Its purpose is to ensure that information is provided.
  • the consumer (object) is able to know when the recommended cosmetic method is used as augmented reality technology through the terminal device, to provide the consumer (object) with useful information when determining and selecting the cosmetic method.
  • One embodiment of the present invention for achieving the above technical problem is a step of (a) the terminal device to generate the face image information (i2) by photographing the face of the object based on the predetermined shooting environment condition information (i1) ; (b) a server, deriving personal color analysis information (i3) of the object by analyzing the facial image information (i2) transmitted from the terminal device; (c) the server, transmitting survey item information (i4) for personal color self-measurement of the object to the terminal device; (d) transmitting, by the terminal device, the question and answer information (i5) input according to the questionnaire item information (i4) to the server; And (e) transmitting, by the server, the personal color self-diagnosis information (i6) and the personal color analysis information (i3) according to the question and answer information (i5) to the terminal device.
  • the server transmitting from the pre-stored cosmetic pool information (i7) to the terminal device the recommended cosmetic information (i8) matching the personal color analysis information (i3); Provide beauty content providing method.
  • the method may further include: (g) transmitting, by the server, facial image correction information (i9) of the object indicating when the cosmetic product corresponding to the recommended cosmetic information (i8) is used on the face of the object to the terminal device; It provides a beauty content providing method comprising a.
  • the server may derive the personal color analysis information (i3) by analyzing the skin color, hair color, or eye color of the object from the face image information (i2). Provide beauty content providing method.
  • the method may further include (a) generating, by the terminal device, facial image information j2 by photographing the face of the object based on preset shooting environment condition information j1; (b) the server extracting a plurality of face component information j3 from the face image information j2 transmitted from the terminal apparatus; (c) the server analyzes the surface component information j3 according to the plurality of measurement point information j4, and compares the face component analysis information j6 with the preset reference face information j5. It provides a beauty content providing method comprising a.
  • the server transmitting, from the pre-stored makeup pool information j7, the recommended makeup information j8 matching the face shape analysis information j6 to the terminal device. It provides a way to provide beauty content.
  • the method may further include: (e) transmitting, by the server, facial image correction information (j9) of the object indicating when the makeup method corresponding to the recommended cosmetic information (j8) is used on the face of the object; It provides a beauty content providing method comprising a.
  • the consumer (object) by providing the consumer (object) with a questionnaire for personal color self-measurement and personal color analysis information through analysis of facial image information, the personal color of the consumer (object) analyzed objectively And, there is an effect that can provide information on whether or not the consumer (object) difference in the personal color that he thinks.
  • the consumer (object) can know when the recommended cosmetics are used as an augmented reality technology through the terminal device, there is an effect that can provide the consumer (object) useful information when determining and selecting cosmetics.
  • the facial shape analysis information is derived from the face image information of the consumer (object), and the recommendation cosmetic method matching the facial shape analysis information is provided, so that the consumer (object) can search for an optimal makeup method suitable for his or her face type. Information can be provided.
  • the consumer (object) can know when the recommended cosmetic method is used as augmented reality technology through the terminal device, it is effective to provide the consumer (object) useful information when determining and selecting the cosmetic method.
  • FIG. 1 is a block diagram showing a method for providing beauty content according to an embodiment of the present invention.
  • FIG. 2 is a flowchart illustrating a method of providing beauty content according to an embodiment of the present invention.
  • FIG. 3 is a diagram illustrating an example of analyzing skin color of an object in a method of providing beauty content according to an embodiment of the present invention.
  • FIG. 4 is a diagram illustrating an example of analyzing a hair color of an object in a method of providing beauty content according to an embodiment of the present invention.
  • FIG. 5 is a diagram illustrating an example of analyzing eye color of an object in a method of providing beauty content according to an embodiment of the present invention.
  • FIG 6 and 7 are views showing an example of self-measurement of personal color through questionnaire surrender of the method for providing beauty content according to an embodiment of the present invention.
  • FIG. 8 is a block diagram illustrating a beauty content providing method according to another exemplary embodiment of the present invention.
  • FIG. 9 is a flowchart illustrating a beauty content providing method according to another exemplary embodiment of the present invention.
  • FIGS. 10 to 13 are views illustrating an example of deriving facial shape analysis information among beauty content providing methods according to another exemplary embodiment of the present invention.
  • FIG. 1 is a block diagram showing a method for providing beauty content according to an embodiment of the present invention.
  • FIG. 2 is a flowchart illustrating a method of providing beauty content according to an embodiment of the present invention.
  • FIG. 3 is a diagram illustrating an example of analyzing skin color of an object in a method of providing beauty content according to an embodiment of the present invention.
  • FIG. 4 is a diagram illustrating an example of analyzing a hair color of an object in a method of providing beauty content according to an embodiment of the present invention.
  • FIG. 5 is a diagram illustrating an example of analyzing eye color of an object in a method of providing beauty content according to an embodiment of the present invention.
  • FIG 6 and 7 are views showing an example of self-measurement of personal color through questionnaire surrender of the method for providing beauty content according to an embodiment of the present invention.
  • FIG. 8 is a block diagram illustrating a beauty content providing method according to another exemplary embodiment of the present invention.
  • FIG. 9 is a flowchart illustrating a beauty content providing method according to another exemplary embodiment of the present invention.
  • FIGS. 10 to 13 are views illustrating an example of deriving facial shape analysis information among beauty content providing methods according to another exemplary embodiment of the present invention.
  • the beauty content providing method according to an embodiment of the present invention, (a) the terminal device 101, based on the predetermined shooting environment condition information (i1) of the object 105 Photographing the face to generate face image information i2; (b) the server 103 deriving the personal color analysis information i3 of the object 105 by analyzing the facial image information i2 transmitted from the terminal device 101; (c) the server 103 transmitting the questionnaire item information i4 for personal color self-measurement of the object 105 to the terminal device 101; (d) transmitting, by the terminal device 101, the questionnaire response information i5 input according to the survey item information i4 to the server 103; And (e) the server 103 transmitting the personal color self-diagnosis information i6 and the personal color analysis information i3 according to the questionnaire response information i5 to the terminal device 101. It is done.
  • the terminal device 101 In operation (a), the terminal device 101 generates a face image information i2 by photographing the face of the object 105 based on the preset shooting environment condition information i1.
  • the terminal device 101 may include, for example, a photographing unit (camera, etc.) for photographing the object 105, a communication unit (wired / wireless communication, etc.), questionnaire item information (i4), etc. for communication with the server 103. And a display unit (display, printer, etc.) to be displayed, and an input unit (keyboard, mouse, etc.) for inputting the question and answer information i5.
  • the photographing environmental condition information i1 is, for example, an environmental condition (daylight 5500K (Kelvin temperature)) using a 90-100w color diagnostic lamp which is neutral light.
  • the terminal device 101 when photographing the face of the object 105, may provide a guide material for photographing (displayed on the display unit provided as an output or a display) to the object, between the photographing unit and the object provided by a camera, etc.
  • the distance of 1800mm ⁇ 2200mm, the height of the photographing part can be set to 800mm ⁇ 1200mm from the floor.
  • step (b) the server 103 derives the personal color analysis information i3 of the object 105 by analyzing the facial image information i2 transmitted from the terminal device 101.
  • the server 103 may resize a face image corresponding to the face image information i2 transmitted from the terminal device 101 for accurate analysis of the face image information i2.
  • the server 103 analyzes the skin color, hair color, or eye color of the object 105 from the facial image information i2 to derive the personal color analysis information i3.
  • the server 103 may include a center of forehead of the face of the object 105 corresponding to the face image information i2. , (2) center of cheek (right), 3 center of cheek (left), 4 center of chin (HUE), brightness (VALUE), After measuring the chroma (CHROMA), the average value of the color values is calculated (see FIG. 3).
  • the server 103 is the three parts of the face of the object 105 corresponding to the face image information (i2), the most contact with the forehead After measuring the hue (HUE) and the brightness (VALUE) of (, ⁇ , ⁇ ), the average value of the color values is calculated (see Fig. 4).
  • the server 103 may have a pupil part 2 of both faces of the face of the object 105 corresponding to the face image information i2.
  • the average value of the color values is calculated (see FIG. 5).
  • step (c) the server 103 transmits the survey item information i4 for personal color self-measurement of the object 105 to the terminal device 101.
  • the survey item information i4 includes, for example, a total of 14 questions and a plurality of answers associated with each question, and is configured to be linked with other questions connected to the selected answer when each answer is selected.
  • step (d) the terminal device 101 transmits the survey response information i5 input according to the survey item information i4 to the server 103.
  • step (e) the server 103 transmits the personal color self diagnosis information i6 and the personal color analysis information i3 according to the questionnaire response information i5 to the terminal device 101.
  • the server 103 uses a total of 14 questions and sequential questionnaire response information (i5) for a plurality of answers linked to each question, and finally, personal color information for spring, summer, autumn, and winter Diagnostic information i6 is generated.
  • the server 103 transmits the personal color self-diagnosis information i6 and the personal color analysis information i3 derived in step (b) to the terminal device 101.
  • the object 105 (a consumer who wants to be diagnosed with a personal color), at the same time, the user's favorite personal color and personal color analysis information (i3) analyzed through his facial image information (i2) It can be confirmed through the device 101.
  • server 103 is recommended cosmetic information (i8) matching the personal color analysis information (i3) from the pre-stored cosmetic pool information (i7) And transmitting to the terminal device 101.
  • the cosmetic pool information i7 is information about cosmetic products provided by cosmetic companies so that they can be matched to various personal colors.
  • the object 105 (consumer) can be recommended for each cosmetics manufacturer cosmetics matching their personal color.
  • the server 103 may provide the terminal device 101 with information (such as a shopping mall website address) of a purchase place where the selected cosmetic can be purchased. have.
  • the beauty content providing method according to an embodiment of the present invention, (g) the object that indicates when the server 103, the specific cosmetics corresponding to the recommended cosmetic information (i8) is used on the face of the object 105 And transmitting the facial image correction information i9 of 105 to the terminal device 101.
  • step (g) may be performed by augmented reality (AR, Augmented Reality), and facial image information (AR) when a specific cosmetic product is selected according to the recommended cosmetic information i8 by the object 105.
  • i2) is modified (face image correction information i9), so that the object 105 (consumer) can check the facial image after the specific cosmetic product is used through the terminal device 101.
  • the object 105 (consumer), it is possible to check the appearance of the person after using the specific cosmetics with augmented reality technology, it is possible to get help in determining whether to purchase a specific cosmetics.
  • the beauty content providing method (a) the terminal device 301, the face image information by photographing the face of the object 305 based on the preset shooting environment condition information j1 (j2) generating; (b) the server 303 extracting a plurality of face component information j3 from the face image information j2 transmitted from the terminal device 301; (c) The server 303 analyzes the facial component information j3 according to the plurality of measurement point information j4, and derives the facial shape analysis information j6 by comparing with the preset reference face shape information j5. It characterized in that it comprises a.
  • the terminal device 301 In operation (a), the terminal device 301 generates the face image information j2 by photographing the face of the object 305 based on the preset shooting environment condition information j1.
  • the terminal device 301 may include, for example, a photographing unit (camera, etc.) for photographing the object 305, a communication unit (wired / wireless communication, etc.), communication with the server 103, recommended cosmetic method information j9, and the like. And a display unit (display, printer, etc.) to be displayed.
  • a photographing unit camera, etc.
  • a communication unit wireless / wireless communication, etc.
  • a display unit display, printer, etc.
  • the photographing environmental condition information j1 is, for example, an environmental condition (daylight 5500K (Kelvin temperature)) using a 90-100w color diagnostic lamp which is neutral light.
  • the terminal device 301 generates the face image information j2 by photographing the face of the object 305 by an indirect measurement method.
  • a ruler having a precision of up to 0.05mm and a 360 ° protractor having a precision of up to 0.1 ° are used, and in order to reduce an error, Facial photography is in progress.
  • the terminal device 301 may provide a photographing guide material (displayed on a display unit provided as an output or a display) to the object when photographing the face of the object 305, and between the photographing unit and the object provided by a camera or the like.
  • the distance of 1800mm ⁇ 2200mm, the height of the photographing part can be set to 800mm ⁇ 1200mm from the floor.
  • step (b) the server 303 extracts the plurality of face component information j3 from the face image information j2 transmitted from the terminal device 301.
  • the facial component information j3 is, for example, eyes, nose, mouth, eyebrows, temples, and the like.
  • step (b) the server 303 may go through the preprocessing step for the face image information j2 when extracting the plurality of face component information j3 from the face image information j2.
  • the preprocessing step may include brightness correction of the image corresponding to the face image information j2, rotation correction of the face image, resizing, and the like.
  • step (c) the server 303 analyzes the facial component information j3 according to the plurality of measurement point information j4, and compares the facial shape analysis information (j5) with the preset reference facial shape information j5. j6).
  • the measurement point information j4 is, for example, information on a total of 12 points, which are shown in FIGS. 10 and 11.
  • the reference face shape information (j5) is provided in a total of five, specifically, 1 egg, 2 round, 3 square, 4 inverted triangle, 5 rhombus.
  • the server 303 analyzes the facial component information j3 based on the measurement point information j4 for a total of 12 points, and then compares the analysis result with the five reference face shape information j5.
  • Face shape analysis information (j6) which is one of egg shape, round shape, square shape, inverted triangle shape and rhombus shape is derived.
  • a plurality of measurement point information (j4, 0 to 16 in FIG. 12) of an image corresponding to face image information j2 is displayed on an xy coordinate axis, and each coordinate point is displayed. Is tabled with (x, y) coordinates (see FIG. 13, point 0 in FIG. 12 corresponds to postLandmark [0] in FIG. 13), and then the vertical and horizontal distances between the coordinate points are converted into ratios.
  • Face shape analysis information j6 which is one of egg shape, round shape, square shape, inverted triangle shape, and rhombus shape, may be derived.
  • the method for providing beauty content includes (d) recommendation cosmetic information j8 matching the face shape analysis information j6 from previously stored makeup method information j7. And transmitting to the terminal device 301.
  • the makeup method pool information j7 is information about makeup methods provided by cosmetics companies to be optimally applied to each of various face types, and information about makeup methods provided by users in social network media such as SNS.
  • the object 305 (consumer) can be recommended for the best makeup method for their face shape.
  • the beauty content providing method according to another embodiment of the present invention, (e) the object 305 indicating when the makeup method corresponding to the recommendation cosmetic information (j8) is used on the face of the object 305 by the server 303 And transmitting the face image modification information j9 to the terminal device 301.
  • step (e) when a specific makeup method corresponding to the recommended cosmetic method information j8 is selected by the object 305 (consumer), the facial image information is augmented by Augmented Reality (AR). (j2) is corrected (face image correction information j9) so that the object 305 (consumer) can check the facial image after the specific makeup method is used through the terminal device 301.
  • AR Augmented Reality
  • the object 305 (consumer), it is possible to confirm the appearance of the person after using a specific makeup method using augmented reality technology.
  • the consumer (object) is objectively analyzed by providing a survey for personal color self-measurement and personal color analysis information through analysis of facial image information.
  • a survey for personal color self-measurement and personal color analysis information through analysis of facial image information.
  • the consumer (object) can know when the recommended cosmetics are used as an augmented reality technology through the terminal device, there is an effect that can provide the consumer (object) useful information when determining and selecting cosmetics.
  • the facial shape analysis information is derived from the face image information of the consumer (object), and the recommendation cosmetic method matching the facial shape analysis information is provided, so that the consumer (object) can search for an optimal makeup method suitable for his or her face type. Information can be provided.
  • the consumer (object) can know when the recommended cosmetic method is used as augmented reality technology through the terminal device, it is effective to provide the consumer (object) useful information when determining and selecting the cosmetic method.

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Abstract

The present invention relates to a method for providing a beauty content, in which: a questionnaire for personal color self-measurement and personal color analysis information based on analysis of face image information are provided to a consumer (subject), so as to provide information whether there is a difference between an objectively analyzed personal color and a personal color considered by the consumer (subject); the consumer (subject) can be provided with cosmetics information matching the personal color analysis information so that objective information can be provided to a cosmetics selection procedure for the consumer (subject); facial shape analysis information can be derived through the face image information of the consumer (subject) so that information of a recommended makeup method matching the facial shape analysis information can be provided; and the consumer (subject) can know an outcome when recommended cosmetics and the recommended makeup method are used, through a terminal device on the basis of an augmented reality technology, so that the consumer (subject) can be provided with useful information when determining and selecting cosmetics and a makeup method.

Description

뷰티 콘텐츠 제공방법How to provide beauty content
본 발명은 뷰티 콘텐츠 제공방법에 관한 것이다.The present invention relates to a method for providing beauty content.
본 출원은 2018년 5월 31일에 출원된 한국특허출원 제10-2018-0062267호에 기초한 우선권을 주장하며, 해당 출원의 명세서 및 도면에 기재된 모든 내용은 본 출원에 원용된다.This application claims the priority based on Korean Patent Application No. 10-2018-0062267, filed May 31, 2018, and all the contents described in the specification and drawings of the application are incorporated in this application.
최근 이미지 메이킹에 대한 사회 전반적인 관심이 높아지면서, '호감형 외모'에 대한 관심이 높아지고 있다.Recently, as society's interest in image making has increased, so has interest in 'look-like appearance'.
전문가들은 이미지 메이킹에서 가장 중요한 요소로 퍼스널컬러(personal color)를 꼽고 있으며, 이는 자신에게 어울리는 퍼스널컬러를 찾는 것이 이미지 메이킹에 큰 도움이 된다는 의미이며, 자신의 퍼스널컬러를 알게 되면, 본인에게 어울리는 스타일링이 가능하게 된다.Experts say that personal color is the most important factor in image making, which means that finding a personal color that suits you is a great help in image making, and styling that suits you when you know your personal color This becomes possible.
한편, 퍼스널컬러를 찾기 위한 방법으로, 종래에는 여러 색상의 샘플을 행거(hanger)를 사용하여 각각의 샘플을 자신의 몸에 밀착시켜 잘 어울리는지 육안으로 확인해 보는 방법이 주로 사용되어 왔다.On the other hand, as a method for finding a personal color, conventionally, a method of visually confirming whether a sample of various colors is closely attached to one's body by using a hanger and visually checking whether it matches well is used.
그러나 이러한 방법의 경우, 전문가의 도움 없이는 일반인이 자신의 퍼스널컬러를 찾는 것이 매우 어려울 뿐만 아니라, 행거가 없는 경우 퍼스널컬러의 진단이 불가능한 문제점이 있다.However, in such a method, it is very difficult for the general public to find his or her personal color without the help of an expert, and there is a problem in that the diagnosis of the personal color is impossible without the hanger.
또한, 화장법의 경우, 얼굴형에 따라 최적의 화장법이 존재함에도 불구하고, 종래에는 개인의 얼굴형을 객관적으로 분석하고, 이에 맞는 최적의 화장법을 알려줄 수 있는 방법이 부족하였다.In addition, in the case of the makeup method, although there is an optimal makeup method according to the face shape, conventionally, there is a lack of a method that can objectively analyze the face shape of the individual and inform the optimal makeup method accordingly.
본 발명이 이루고자 하는 기술적 과제는, 수요자(대상체)에게 퍼스널컬러 자가측정을 위한 설문조사와, 안면이미지정보의 분석을 통한 퍼스널컬러분석정보가 함께 제공됨으로써, 객관적으로 분석된 수요자(대상체)의 퍼스널컬러와, 수요자(대상체) 자신이 생각하고 있는 퍼스널컬러의 차이 여부에 대한 정보를 제공할 수 있도록 하는데 그 목적이 있다.The technical problem to be achieved by the present invention is to provide a consumer (object) with a questionnaire for personal color self-measurement and personal color analysis information through analysis of facial image information, thereby objectively analyzing the individual of the consumer (object). Its purpose is to be able to provide information on the difference between the color and the personal color that the consumer (object) thinks.
또한, 수요자(대상체)에게 퍼스널컬러분석정보에 매칭되는 추천화장품정보가 제공됨으로써, 수요자(대상체)의 화장품 선택 과정에 객관적인 정보를 제공해 줄 수 있도록 하는데 그 목적이 있다.In addition, by providing the recommended cosmetic information matching the personal color analysis information to the consumer (object), the purpose is to provide an objective information in the cosmetics selection process of the consumer (object).
또한, 수요자(대상체)가 단말장치를 통해 증강현실기술로 추천화장품이 사용되었을 때를 알 수 있게 되어, 수요자(대상체)에게 화장품 판단 및 선택시 유용한 정보를 제공해 줄 수 있도록 하는데 그 목적이 있다.In addition, the consumer (object) is able to know when the recommended cosmetics are used as augmented reality technology through the terminal device, to provide the consumer (object) with useful information when determining and selecting cosmetics.
또한, 수요자(대상체)의 안면이미지정보를 통해 얼굴형분석정보가 도출되고, 이 얼굴형분석정보에 매칭되는 추천화장법이 제공됨으로써, 수요자(대상체)가 자신의 얼굴형에 맞는 최적의 화장법에 대한 정보를 제공받을 수 있도록 하는데 그 목적이 있다.In addition, the facial shape analysis information is derived from the face image information of the consumer (object), and the recommendation cosmetic method matching the facial shape analysis information is provided, so that the consumer (object) can search for an optimal makeup method suitable for his or her face type. Its purpose is to ensure that information is provided.
또한, 수요자(대상체)가 단말장치를 통해 증강현실기술로 추천화장법이 사용되었을 때를 알 수 있게 되어, 수요자(대상체)에게 화장법 판단 및 선택시 유용한 정보를 제공해 줄 수 있도록 하는데 그 목적이 있다.In addition, the consumer (object) is able to know when the recommended cosmetic method is used as augmented reality technology through the terminal device, to provide the consumer (object) with useful information when determining and selecting the cosmetic method.
상기의 기술적 과제를 달성하기 위한 본 발명의 일실시예는 (a) 단말장치가, 기설정된 촬영환경조건정보(i1)를 기반으로 대상체의 안면을 촬영하여 안면이미지정보(i2)를 생성하는 단계; (b) 서버가, 상기 단말장치로부터 전송된 상기 안면이미지정보(i2)를 분석하여 상기 대상체의 퍼스널컬러분석정보(i3)를 도출하는 단계; (c) 상기 서버가, 상기 대상체의 퍼스널컬러 자가측정을 위한 설문항목정보(i4)를 상기 단말장치로 전송하는 단계; (d) 상기 단말장치가, 상기 설문항목정보(i4)에 따라 입력되는 설문답변정보(i5)를 상기 서버로 전송하는 단계; 및 (e) 상기 서버가, 상기 설문답변정보(i5)에 따른 퍼스널컬러자가진단정보(i6)와 상기 퍼스널컬러분석정보(i3)를 상기 단말장치로 전송하는 단계;를 포함하는 것을 특징으로 하는 뷰티 콘텐츠 제공방법을 제공한다.One embodiment of the present invention for achieving the above technical problem is a step of (a) the terminal device to generate the face image information (i2) by photographing the face of the object based on the predetermined shooting environment condition information (i1) ; (b) a server, deriving personal color analysis information (i3) of the object by analyzing the facial image information (i2) transmitted from the terminal device; (c) the server, transmitting survey item information (i4) for personal color self-measurement of the object to the terminal device; (d) transmitting, by the terminal device, the question and answer information (i5) input according to the questionnaire item information (i4) to the server; And (e) transmitting, by the server, the personal color self-diagnosis information (i6) and the personal color analysis information (i3) according to the question and answer information (i5) to the terminal device. Provide beauty content
또한, (f) 상기 서버가, 기저장된 화장품풀정보(i7)로부터 상기 퍼스널컬러분석정보(i3)에 매칭되는 추천화장품정보(i8)를 상기 단말장치로 전송하는 단계;를 포함하는 것을 특징으로 하는 뷰티 콘텐츠 제공방법을 제공한다.In addition, (f) the server, transmitting from the pre-stored cosmetic pool information (i7) to the terminal device the recommended cosmetic information (i8) matching the personal color analysis information (i3); Provide beauty content providing method.
또한, (g) 상기 서버가, 상기 추천화장품정보(i8)에 대응되는 화장품이 상기 대상체의 안면에 사용되었을 때를 나타내는 상기 대상체의 안면이미지수정정보(i9)를 상기 단말장치로 전송하는 단계;를 포함하는 것을 특징으로 하는 뷰티 콘텐츠 제공방법을 제공한다.The method may further include: (g) transmitting, by the server, facial image correction information (i9) of the object indicating when the cosmetic product corresponding to the recommended cosmetic information (i8) is used on the face of the object to the terminal device; It provides a beauty content providing method comprising a.
또한, 상기 (b) 단계에서, 상기 서버는, 상기 안면이미지정보(i2)로부터 상기 대상체의 피부컬러, 헤어컬러, 또는 눈동자컬러를 분석하여 상기 퍼스널컬러분석정보(i3)를 도출하는 것을 특징으로 하는 뷰티 콘텐츠 제공방법을 제공한다.In the step (b), the server may derive the personal color analysis information (i3) by analyzing the skin color, hair color, or eye color of the object from the face image information (i2). Provide beauty content providing method.
또한, (a) 단말장치가, 기설정된 촬영환경조건정보(j1)를 기반으로 대상체의 안면을 촬영하여 안면이미지정보(j2)를 생성하는 단계; (b) 서버가, 상기 단말장치에서 전송된 상기 안면이미지정보(j2)로부터 복수개의 면구성요소정보(j3)를 추출하는 단계; (c) 상기 서버가, 복수개의 계측점정보(j4)에 따라 상기 면구성요소정보(j3)를 분석하고, 기설정된 기준얼굴형정보(j5)와 비교하여 얼굴형분석정보(j6)를 도출하는 단계;를 포함하는 것을 특징으로 하는 뷰티 콘텐츠 제공방법을 제공한다.The method may further include (a) generating, by the terminal device, facial image information j2 by photographing the face of the object based on preset shooting environment condition information j1; (b) the server extracting a plurality of face component information j3 from the face image information j2 transmitted from the terminal apparatus; (c) the server analyzes the surface component information j3 according to the plurality of measurement point information j4, and compares the face component analysis information j6 with the preset reference face information j5. It provides a beauty content providing method comprising a.
또한, (d) 상기 서버가, 기저장된 화장법풀정보(j7)로부터 상기 얼굴형분석정보(j6)에 매칭되는 추천화장법정보(j8)를 상기 단말장치로 전송하는 단계;를 포함하는 것을 특징으로 하는 뷰티 콘텐츠 제공방법을 제공한다.And (d) the server transmitting, from the pre-stored makeup pool information j7, the recommended makeup information j8 matching the face shape analysis information j6 to the terminal device. It provides a way to provide beauty content.
또한, (e) 상기 서버가, 상기 추천화장법정보(j8)에 대응되는 화장법이 상기 대상체의 안면에 사용되었을 때를 나타내는 상기 대상체의 안면이미지수정정보(j9)를 상기 단말장치로 전송하는 단계;를 포함하는 것을 특징으로 하는 뷰티 콘텐츠 제공방법을 제공한다.The method may further include: (e) transmitting, by the server, facial image correction information (j9) of the object indicating when the makeup method corresponding to the recommended cosmetic information (j8) is used on the face of the object; It provides a beauty content providing method comprising a.
본 발명의 실시예에 의하면, 수요자(대상체)에게 퍼스널컬러 자가측정을 위한 설문조사와, 안면이미지정보의 분석을 통한 퍼스널컬러분석정보가 함께 제공됨으로써, 객관적으로 분석된 수요자(대상체)의 퍼스널컬러와, 수요자(대상체) 자신이 생각하고 있는 퍼스널컬러의 차이 여부에 대한 정보를 제공할 수 있는 효과가 있다.According to an embodiment of the present invention, by providing the consumer (object) with a questionnaire for personal color self-measurement and personal color analysis information through analysis of facial image information, the personal color of the consumer (object) analyzed objectively And, there is an effect that can provide information on whether or not the consumer (object) difference in the personal color that he thinks.
또한, 수요자(대상체)에게 퍼스널컬러분석정보에 매칭되는 추천화장품정보가 제공됨으로써, 수요자(대상체)의 화장품 선택 과정에 객관적인 정보를 제공해 줄 수 있는 효과가 있다.In addition, by providing the recommended cosmetic information matching the personal color analysis information to the consumer (object), there is an effect that can provide objective information in the cosmetics selection process of the consumer (object).
또한, 수요자(대상체)가 단말장치를 통해 증강현실기술로 추천화장품이 사용되었을 때를 알 수 있게 되어, 수요자(대상체)에게 화장품 판단 및 선택시 유용한 정보를 제공해 줄 수 있는 효과가 있다.In addition, the consumer (object) can know when the recommended cosmetics are used as an augmented reality technology through the terminal device, there is an effect that can provide the consumer (object) useful information when determining and selecting cosmetics.
또한, 수요자(대상체)의 안면이미지정보를 통해 얼굴형분석정보가 도출되고, 이 얼굴형분석정보에 매칭되는 추천화장법이 제공됨으로써, 수요자(대상체)가 자신의 얼굴형에 맞는 최적의 화장법에 대한 정보를 제공받을 수 있는 효과가 있다.In addition, the facial shape analysis information is derived from the face image information of the consumer (object), and the recommendation cosmetic method matching the facial shape analysis information is provided, so that the consumer (object) can search for an optimal makeup method suitable for his or her face type. Information can be provided.
또한, 수요자(대상체)가 단말장치를 통해 증강현실기술로 추천화장법이 사용되었을 때를 알 수 있게 되어, 수요자(대상체)에게 화장법 판단 및 선택시 유용한 정보를 제공해 줄 수 있는 효과가 있다.In addition, the consumer (object) can know when the recommended cosmetic method is used as augmented reality technology through the terminal device, it is effective to provide the consumer (object) useful information when determining and selecting the cosmetic method.
도 1은 본 발명의 일실시예에 따른 뷰티 콘텐츠 제공 방법을 나타낸 블록도이다.1 is a block diagram showing a method for providing beauty content according to an embodiment of the present invention.
도 2는 본 발명의 일실시예에 따른 뷰티 콘텐츠 제공방법을 나타낸 순서도이다.2 is a flowchart illustrating a method of providing beauty content according to an embodiment of the present invention.
도 3은 본 발명의 일실시예에 따른 뷰티 콘텐츠 제공방법 중, 대상체의 피부컬러를 분석하는 예를 나타낸 도면이다.3 is a diagram illustrating an example of analyzing skin color of an object in a method of providing beauty content according to an embodiment of the present invention.
도 4는 본 발명의 일실시예에 따른 뷰티 콘텐츠 제공방법 중, 대상체의 헤어컬러를 분석하는 예를 나타낸 도면이다.4 is a diagram illustrating an example of analyzing a hair color of an object in a method of providing beauty content according to an embodiment of the present invention.
도 5는 본 발명의 일실시예에 따른 뷰티 콘텐츠 제공방법 중, 대상체의 눈동자컬러를 분석하는 예를 나타낸 도면이다.5 is a diagram illustrating an example of analyzing eye color of an object in a method of providing beauty content according to an embodiment of the present invention.
도 6과 도 7은 본 발명의 일실시예에 따른 뷰티 콘텐츠 제공방법 중, 설문항복을 통해 퍼스널컬러를 자가측정하는 예를 나타낸 도면이다.6 and 7 are views showing an example of self-measurement of personal color through questionnaire surrender of the method for providing beauty content according to an embodiment of the present invention.
도 8은 본 발명의 다른 실시예에 따른 뷰티 콘텐츠 제공방법을 나타낸 블록도이다.8 is a block diagram illustrating a beauty content providing method according to another exemplary embodiment of the present invention.
도 9는 본 발명의 다른 실시예에 따른 뷰티 콘텐츠 제공방법을 나타낸 순서도이다.9 is a flowchart illustrating a beauty content providing method according to another exemplary embodiment of the present invention.
도 10 내지 도 13은 본 발명의 다른 실시예에 따른 뷰티 콘텐츠 제공방법 중, 얼굴형분석정보를 도출하는 예를 나타낸 도면이다.10 to 13 are views illustrating an example of deriving facial shape analysis information among beauty content providing methods according to another exemplary embodiment of the present invention.
[부호의 설명][Description of the code]
101 : 단말장치101: terminal device
103 : 서버103: server
105 : 대상체105: object
301 : 단말장치301: terminal device
303 : 서버303: server
305 : 대상체305 object
이하, 본 발명의 일부 실시예들을 예시적인 도면을 통해 상세하게 설명한다. 각 도면의 구성요소들에 참조부호를 부가함에 있어서, 동일한 구성요소들에 대해서는 비록 다른 도면상에 표시되더라도 가능한 한 동일한 부호를 가지도록 하고 있음에 유의해야 한다. 또한, 본 발명을 설명함에 있어, 관련된 공지 구성 또는 기능에 대한 구체적인 설명이 본 발명의 요지를 흐릴 수 있다고 판단되는 경우에는 그 상세한 설명은 생략한다.Hereinafter, some embodiments of the present invention will be described in detail through exemplary drawings. In adding reference numerals to the components of each drawing, it should be noted that the same reference numerals are assigned to the same components as much as possible even though they are shown in different drawings. In addition, in describing the present invention, when it is determined that the detailed description of the related well-known configuration or function may obscure the gist of the present invention, the detailed description thereof will be omitted.
또한, 본 발명의 구성 요소를 설명하는 데 있어서, 제 1, 제 2, A, B, (a), (b) 등의 용어를 사용할 수 있다. 이러한 용어는 그 구성 요소를 다른 구성 요소와 구별하기 위한 것일 뿐, 그 용어에 의해 해당 구성 요소의 본질이나 차례 또는 순서 등이 한정되지 않는다. 어떤 구성 요소가 다른 구성요소에 "연결", "결합" 또는 "접속"된다고 기재된 경우, 그 구성 요소는 그 다른 구성요소에 직접적으로 연결되거나 또는 접속될 수 있지만, 각 구성 요소 사이에 또 다른 구성 요소가 "연결", "결합" 또는 "접속"될 수도 있다고 이해되어야 할 것이다.In addition, in describing the component of this invention, terms, such as 1st, 2nd, A, B, (a), (b), can be used. These terms are only for distinguishing the components from other components, and the nature, order or order of the components are not limited by the terms. If a component is described as being "connected", "coupled" or "connected" to another component, that component may be directly connected to or connected to that other component, but there may be another configuration between each component. It is to be understood that the elements may be "connected", "coupled" or "connected".
도 1은 본 발명의 일실시예에 따른 뷰티 콘텐츠 제공 방법을 나타낸 블록도이다.1 is a block diagram showing a method for providing beauty content according to an embodiment of the present invention.
도 2는 본 발명의 일실시예에 따른 뷰티 콘텐츠 제공방법을 나타낸 순서도이다.2 is a flowchart illustrating a method of providing beauty content according to an embodiment of the present invention.
도 3은 본 발명의 일실시예에 따른 뷰티 콘텐츠 제공방법 중, 대상체의 피부컬러를 분석하는 예를 나타낸 도면이다.3 is a diagram illustrating an example of analyzing skin color of an object in a method of providing beauty content according to an embodiment of the present invention.
도 4는 본 발명의 일실시예에 따른 뷰티 콘텐츠 제공방법 중, 대상체의 헤어컬러를 분석하는 예를 나타낸 도면이다.4 is a diagram illustrating an example of analyzing a hair color of an object in a method of providing beauty content according to an embodiment of the present invention.
도 5는 본 발명의 일실시예에 따른 뷰티 콘텐츠 제공방법 중, 대상체의 눈동자컬러를 분석하는 예를 나타낸 도면이다.5 is a diagram illustrating an example of analyzing eye color of an object in a method of providing beauty content according to an embodiment of the present invention.
도 6과 도 7은 본 발명의 일실시예에 따른 뷰티 콘텐츠 제공방법 중, 설문항복을 통해 퍼스널컬러를 자가측정하는 예를 나타낸 도면이다.6 and 7 are views showing an example of self-measurement of personal color through questionnaire surrender of the method for providing beauty content according to an embodiment of the present invention.
도 8은 본 발명의 다른 실시예에 따른 뷰티 콘텐츠 제공방법을 나타낸 블록도이다.8 is a block diagram illustrating a beauty content providing method according to another exemplary embodiment of the present invention.
도 9는 본 발명의 다른 실시예에 따른 뷰티 콘텐츠 제공방법을 나타낸 순서도이다.9 is a flowchart illustrating a beauty content providing method according to another exemplary embodiment of the present invention.
도 10 내지 도 13은 본 발명의 다른 실시예에 따른 뷰티 콘텐츠 제공방법 중, 얼굴형분석정보를 도출하는 예를 나타낸 도면이다.10 to 13 are views illustrating an example of deriving facial shape analysis information among beauty content providing methods according to another exemplary embodiment of the present invention.
이들 도면들에 도시된 바와 같이, 본 발명의 일실시예에 따른 뷰티 콘텐츠 제공방법은, (a) 단말장치(101)가, 기설정된 촬영환경조건정보(i1)를 기반으로 대상체(105)의 안면을 촬영하여 안면이미지정보(i2)를 생성하는 단계; (b) 서버(103)가, 단말장치(101)로부터 전송된 안면이미지정보(i2)를 분석하여 대상체(105)의 퍼스널컬러분석정보(i3)를 도출하는 단계; (c) 서버(103)가, 대상체(105)의 퍼스널컬러 자가측정을 위한 설문항목정보(i4)를 단말장치(101)로 전송하는 단계; (d) 단말장치(101)가, 설문항목정보(i4)에 따라 입력되는 설문답변정보(i5)를 서버(103)로 전송하는 단계; 및 (e) 서버(103)가, 설문답변정보(i5)에 따른 퍼스널컬러자가진단정보(i6)와 퍼스널컬러분석정보(i3)를 단말장치(101)로 전송하는 단계;를 포함하는 것을 특징으로 한다.As shown in these drawings, the beauty content providing method according to an embodiment of the present invention, (a) the terminal device 101, based on the predetermined shooting environment condition information (i1) of the object 105 Photographing the face to generate face image information i2; (b) the server 103 deriving the personal color analysis information i3 of the object 105 by analyzing the facial image information i2 transmitted from the terminal device 101; (c) the server 103 transmitting the questionnaire item information i4 for personal color self-measurement of the object 105 to the terminal device 101; (d) transmitting, by the terminal device 101, the questionnaire response information i5 input according to the survey item information i4 to the server 103; And (e) the server 103 transmitting the personal color self-diagnosis information i6 and the personal color analysis information i3 according to the questionnaire response information i5 to the terminal device 101. It is done.
이하, 각 단계별로 상세히 설명한다.Hereinafter, each step will be described in detail.
(a) 단계는, 단말장치(101)가, 기설정된 촬영환경조건정보(i1)를 기반으로 대상체(105)의 안면을 촬영하여 안면이미지정보(i2)를 생성하는 단계이다.In operation (a), the terminal device 101 generates a face image information i2 by photographing the face of the object 105 based on the preset shooting environment condition information i1.
여기서, 단말장치(101)는, 일예로, 대상체(105)를 촬영하기 위한 촬영부(카메라 등), 서버(103)와의 통신을 위한 통신부(유무선 통신 등), 설문항목정보(i4) 등이 표시되는 표시부(디스플레이, 프린터 등), 설문답변정보(i5)가 입력되기 위한 입력부(키보드, 마우스 등)를 포함한다.Here, the terminal device 101 may include, for example, a photographing unit (camera, etc.) for photographing the object 105, a communication unit (wired / wireless communication, etc.), questionnaire item information (i4), etc. for communication with the server 103. And a display unit (display, printer, etc.) to be displayed, and an input unit (keyboard, mouse, etc.) for inputting the question and answer information i5.
또한, 촬영환경조건정보(i1)는 일예로, 중성 빛인 90~100w 컬러진단 램프를 사용한 환경조건(주광 5500K(켈빈온도))이다.In addition, the photographing environmental condition information i1 is, for example, an environmental condition (daylight 5500K (Kelvin temperature)) using a 90-100w color diagnostic lamp which is neutral light.
한편, 단말장치(101)는, 대상체(105)의 안면 촬영시, 대상체에게 촬영용 가이드자료를 제공(출력물 또는 디스플레이로 제공되는 표시부에 표시)할 수 있으며, 카메라 등으로 제공되는 촬영부와 대상체 사이의 거리는 1800mm~2200mm, 촬영부의 높이는 바닥에서 800mm~1200mm로 셋팅될 수 있다.On the other hand, the terminal device 101, when photographing the face of the object 105, may provide a guide material for photographing (displayed on the display unit provided as an output or a display) to the object, between the photographing unit and the object provided by a camera, etc. The distance of 1800mm ~ 2200mm, the height of the photographing part can be set to 800mm ~ 1200mm from the floor.
이어서, (b) 단계는, 서버(103)가 단말장치(101)로부터 전송된 안면이미지정보(i2)를 분석하여 대상체(105)의 퍼스널컬러분석정보(i3)를 도출하는 단계이다.Subsequently, in step (b), the server 103 derives the personal color analysis information i3 of the object 105 by analyzing the facial image information i2 transmitted from the terminal device 101.
한편, 서버(103)는, 정확한 안면이미지정보(i2)의 분석을 위해, 단말장치(101)로부터 전송된 안면이미지정보(i2)에 대응되는 안면이미지를 리사이징(resizing)할 수도 있다.Meanwhile, the server 103 may resize a face image corresponding to the face image information i2 transmitted from the terminal device 101 for accurate analysis of the face image information i2.
더욱 구체적으로, 서버(103)는 안면이미지정보(i2)로부터 대상체(105)의 피부컬러, 헤어컬러, 또는 눈동자컬러를 분석하여 퍼스널컬러분석정보(i3)를 도출한다.More specifically, the server 103 analyzes the skin color, hair color, or eye color of the object 105 from the facial image information i2 to derive the personal color analysis information i3.
안면이미지정보(i2)로부터 대상체(105)의 피부컬러를 분석하는 일예로, 서버(103)는 안면이미지정보(i2)에 대응되는 대상체(105)의 안면 중, ① center of forehead(이마 중앙), ② center of cheek(right)(오른쪽 뺨 중앙), ③ center of cheek(left)(왼쪽 뺨 중앙), ④ center of chin(턱 중앙)의 4개 부위의 색조(HUE), 명도(VALUE), 채도(CHROMA)를 측정 후 컬러값의 평균값을 산출한다(도 3 참조).As an example of analyzing the skin color of the object 105 from the face image information i2, the server 103 may include a center of forehead of the face of the object 105 corresponding to the face image information i2. , (2) center of cheek (right), ③ center of cheek (left), ④ center of chin (HUE), brightness (VALUE), After measuring the chroma (CHROMA), the average value of the color values is calculated (see FIG. 3).
그리고 안면이미지정보(i2)로부터 대상체(105)의 헤어컬러를 분석하는 일예로, 서버(103)는 안면이미지정보(i2)에 대응되는 대상체(105)의 안면 중, 이마와 가장 맞닿는 3개 부위(㉠, ㉡, ㉢)의 색조(HUE), 명도(VALUE)를 측정 후 컬러값의 평균값을 산출한다(도 4 참조).And as an example of analyzing the hair color of the object 105 from the face image information (i2), the server 103 is the three parts of the face of the object 105 corresponding to the face image information (i2), the most contact with the forehead After measuring the hue (HUE) and the brightness (VALUE) of (, ㉡, ㉢), the average value of the color values is calculated (see Fig. 4).
또한, 안면이미지정보(i2)로부터 대상체(105)의 눈동자컬러를 분석하는 일예로, 서버(103)는 안면이미지정보(i2)에 대응되는 대상체(105)의 안면 중, 양쪽 눈에서 동공 부분 2개 부위(ⓐ, ⓑ), 흰자위 부분 2개 부위(ⓒ, ⓓ)의 색조(HUE), 명도(VALUE), 콘트라스트(CONTRAST)를 측정 후 컬러값의 평균값을 산출한다(도 5 참조).In addition, as an example of analyzing the pupil color of the object 105 from the face image information i2, the server 103 may have a pupil part 2 of both faces of the face of the object 105 corresponding to the face image information i2. After measuring the hue (HUE), the brightness (VALUE), and the contrast (CONTRAST) of the dog parts (ⓐ, ⓑ) and the two parts of the egg white part (ⓒ, ⓓ), the average value of the color values is calculated (see FIG. 5).
이어서, (c) 단계는, 서버(103)가 대상체(105)의 퍼스널컬러 자가측정을 위한 설문항목정보(i4)를 단말장치(101)로 전송하는 단계이다.Subsequently, in step (c), the server 103 transmits the survey item information i4 for personal color self-measurement of the object 105 to the terminal device 101.
여기서, 설문항목정보(i4)는 일예로, 총 14개의 질문과, 각 질문에 연계된 복수개의 답변으로 구성되며, 각 답변의 선택시, 선택된 답변에 연결된 다른 질문으로 연계되도록 구성된다.Here, the survey item information i4 includes, for example, a total of 14 questions and a plurality of answers associated with each question, and is configured to be linked with other questions connected to the selected answer when each answer is selected.
이어서, (d) 단계는, 단말장치(101)가 설문항목정보(i4)에 따라 입력되는 설문답변정보(i5)를 서버(103)로 전송하는 단계이다.Subsequently, in step (d), the terminal device 101 transmits the survey response information i5 input according to the survey item information i4 to the server 103.
일예로, 설문항목정보(i4) 중 '1. 당신의 피부톤' 질문지에 대해, 답변으로 'a) 대체로 밝은편이다'가 선택된 경우, 'a) 대체로 밝은편이다'에 대응된 설문답변정보(i5)가 서버(103)로 전송된다.For example, the survey item information (i4) '1. In response to your skin tone 'questionnaire, if the answer' a) is generally bright 'is selected, the questionnaire response information i5 corresponding to' a) generally bright 'is transmitted to the server 103.
이어서, (e) 단계는, 서버(103)가 설문답변정보(i5)에 따른 퍼스널컬러자가진단정보(i6)와 퍼스널컬러분석정보(i3)를 단말장치(101)로 전송하는 단계이다.Subsequently, in step (e), the server 103 transmits the personal color self diagnosis information i6 and the personal color analysis information i3 according to the questionnaire response information i5 to the terminal device 101.
좀 더 구체적으로, 서버(103)는 총 14개의 질문과, 각 질문에 연계된 복수개의 답변에 대한 순차 설문답변정보(i5)를 통해, 최종적으로 봄, 여름, 가을, 겨울에 대한 퍼스널컬러자가진단정보(i6)를 생성한다.More specifically, the server 103 uses a total of 14 questions and sequential questionnaire response information (i5) for a plurality of answers linked to each question, and finally, personal color information for spring, summer, autumn, and winter Diagnostic information i6 is generated.
한편, 서버(103)는 퍼스널컬러자가진단정보(i6)와, 앞의 (b) 단계에서 도출한 퍼스널컬러분석정보(i3)를 단말장치(101)로 전송하게 된다.On the other hand, the server 103 transmits the personal color self-diagnosis information i6 and the personal color analysis information i3 derived in step (b) to the terminal device 101.
이러한 과정을 통해, 대상체(105, 퍼스널컬러를 진단받고자 하는 수요자)는, 본인이 선호하는 퍼스널컬러와, 본인의 안면이미지정보(i2)를 통해 분석된 퍼스널컬러분석정보(i3)를, 동시에 단말장치(101)를 통해 확인할 수 있게 된다.Through this process, the object 105 (a consumer who wants to be diagnosed with a personal color), at the same time, the user's favorite personal color and personal color analysis information (i3) analyzed through his facial image information (i2) It can be confirmed through the device 101.
한편, 본 발명의 일실시예에 따른 뷰티 콘텐츠 제공방법은, (f) 서버(103)가 기저장된 화장품풀정보(i7)로부터 퍼스널컬러분석정보(i3)에 매칭되는 추천화장품정보(i8)를 단말장치(101)로 전송하는 단계;를 포함한다.On the other hand, the beauty content providing method according to an embodiment of the present invention, (f) server 103 is recommended cosmetic information (i8) matching the personal color analysis information (i3) from the pre-stored cosmetic pool information (i7) And transmitting to the terminal device 101.
여기서, 화장품풀정보(i7)는, 다양한 퍼스널컬러에 매칭될 수 있도록 화장품 제조회사들이 제공하는 화장품제품들에 대한 정보이다.Here, the cosmetic pool information i7 is information about cosmetic products provided by cosmetic companies so that they can be matched to various personal colors.
이러한 단계를 통해, 대상체(105, 수요자)는, 자신의 퍼스널컬러에 매칭되는 화장품을 화장품 제조회사별로 추천받을 수 있게 된다.Through this step, the object 105 (consumer) can be recommended for each cosmetics manufacturer cosmetics matching their personal color.
더 나아가, 서버(103)는, 대상체(105, 수요자)가 특정 화장품을 선택하는 경우, 선택된 화장품을 구입할 수 있는 구매처에 대한 정보(쇼핑몰 웹사이트 주소 등)를 단말장치(101)로 제공할 수도 있다.In addition, when the object 105 (the consumer) selects a specific cosmetic, the server 103 may provide the terminal device 101 with information (such as a shopping mall website address) of a purchase place where the selected cosmetic can be purchased. have.
한편, 본 발명의 일실시예에 따른 뷰티 콘텐츠 제공방법은, (g) 서버(103)가, 추천화장품정보(i8)에 대응되는 특정 화장품이 대상체(105)의 안면에 사용되었을 때를 나타내는 대상체(105)의 안면이미지수정정보(i9)를 단말장치(101)로 전송하는 단계;를 포함한다.On the other hand, the beauty content providing method according to an embodiment of the present invention, (g) the object that indicates when the server 103, the specific cosmetics corresponding to the recommended cosmetic information (i8) is used on the face of the object 105 And transmitting the facial image correction information i9 of 105 to the terminal device 101.
부연설명하면, 상술한 (g) 단계는, 대상체(105, 수요자)에 의해 추천화장품정보(i8)에 따른 특정 화장품이 선택된 경우, 증강현실기술(AR, Augmented Reality)에 의해, 안면이미지정보(i2)가 수정되어서(안면이미지수정정보(i9)), 대상체(105, 수요자)가 단말장치(101)를 통해 특정 화장품이 사용된 이후의 안면이미지를 확인할 수 있도록 한다.In detail, the above-described step (g) may be performed by augmented reality (AR, Augmented Reality), and facial image information (AR) when a specific cosmetic product is selected according to the recommended cosmetic information i8 by the object 105. i2) is modified (face image correction information i9), so that the object 105 (consumer) can check the facial image after the specific cosmetic product is used through the terminal device 101.
이러한 단계를 통해, 대상체(105, 수요자)는, 특정 화장품을 사용한 이후의 본인의 모습을 증강현실기술로 확인할 수 있게 되고, 특정 화장품의 구매 여부 판단에 도움을 받을 수 있게 된다.Through this step, the object 105 (consumer), it is possible to check the appearance of the person after using the specific cosmetics with augmented reality technology, it is possible to get help in determining whether to purchase a specific cosmetics.
한편, 본 발명의 다른 실시예에 따른 뷰티 콘텐츠 제공방법은, (a) 단말장치(301)가, 기설정된 촬영환경조건정보(j1)를 기반으로 대상체(305)의 안면을 촬영하여 안면이미지정보(j2)를 생성하는 단계; (b) 서버(303)가, 단말장치(301)에서 전송된 안면이미지정보(j2)로부터 복수개의 안면구성요소정보(j3)를 추출하는 단계; (c) 서버(303)가, 복수개의 계측점정보(j4)에 따라 안면구성요소정보(j3)를 분석하고, 기설정된 기준얼굴형정보(j5)와 비교하여 얼굴형분석정보(j6)를 도출하는 단계;를 포함하는 것을 특징으로 한다.On the other hand, the beauty content providing method according to another embodiment of the present invention, (a) the terminal device 301, the face image information by photographing the face of the object 305 based on the preset shooting environment condition information j1 (j2) generating; (b) the server 303 extracting a plurality of face component information j3 from the face image information j2 transmitted from the terminal device 301; (c) The server 303 analyzes the facial component information j3 according to the plurality of measurement point information j4, and derives the facial shape analysis information j6 by comparing with the preset reference face shape information j5. It characterized in that it comprises a.
이하, 각 단계별로 상세히 설명한다.Hereinafter, each step will be described in detail.
(a) 단계는, 단말장치(301)가, 기설정된 촬영환경조건정보(j1)를 기반으로 대상체(305)의 안면을 촬영하여 안면이미지정보(j2)를 생성하는 단계이다.In operation (a), the terminal device 301 generates the face image information j2 by photographing the face of the object 305 based on the preset shooting environment condition information j1.
여기서, 단말장치(301)는, 일예로, 대상체(305)를 촬영하기 위한 촬영부(카메라 등), 서버(103)와의 통신을 위한 통신부(유무선 통신 등), 추천화장법정보(j9) 등이 표시되는 표시부(디스플레이, 프린터 등)를 포함한다.The terminal device 301 may include, for example, a photographing unit (camera, etc.) for photographing the object 305, a communication unit (wired / wireless communication, etc.), communication with the server 103, recommended cosmetic method information j9, and the like. And a display unit (display, printer, etc.) to be displayed.
또한, 촬영환경조건정보(j1)는 일예로, 중성 빛인 90~100w 컬러진단 램프를 사용한 환경조건(주광 5500K(켈빈온도))이다.The photographing environmental condition information j1 is, for example, an environmental condition (daylight 5500K (Kelvin temperature)) using a 90-100w color diagnostic lamp which is neutral light.
한편, 단말장치(301)는, 간접계측방식으로 대상체(305)의 안면을 촬영하여 안면이미지정보(j2)를 생성한다.Meanwhile, the terminal device 301 generates the face image information j2 by photographing the face of the object 305 by an indirect measurement method.
여기서, 간접계측방식의 구체적 일예로, 0.05mm 까지의 정밀도를 가진 자와, 0.1° 까지의 정밀도를 가진 360° 각도기가 사용되며, 오차를 줄이기 위해 일정한 눈금이 표시된 배경화면에서 대상체(305)의 안면 촬영이 진행된다.Here, as a specific example of the indirect measurement method, a ruler having a precision of up to 0.05mm and a 360 ° protractor having a precision of up to 0.1 ° are used, and in order to reduce an error, Facial photography is in progress.
또한, 단말장치(301)는, 대상체(305)의 안면 촬영시, 대상체에게 촬영용 가이드자료를 제공(출력물 또는 디스플레이로 제공되는 표시부에 표시)할 수 있으며, 카메라 등으로 제공되는 촬영부와 대상체 사이의 거리는 1800mm~2200mm, 촬영부의 높이는 바닥에서 800mm~1200mm로 셋팅될 수 있다.In addition, the terminal device 301 may provide a photographing guide material (displayed on a display unit provided as an output or a display) to the object when photographing the face of the object 305, and between the photographing unit and the object provided by a camera or the like. The distance of 1800mm ~ 2200mm, the height of the photographing part can be set to 800mm ~ 1200mm from the floor.
이어서, (b) 단계는, 서버(303)가 단말장치(301)에서 전송된 안면이미지정보(j2)로부터 복수개의 안면구성요소정보(j3)를 추출하는 단계이다.Subsequently, in step (b), the server 303 extracts the plurality of face component information j3 from the face image information j2 transmitted from the terminal device 301.
여기서, 안면구성요소정보(j3)는 일예로, 눈, 코, 입, 눈썹, 관자놀이 등이다.The facial component information j3 is, for example, eyes, nose, mouth, eyebrows, temples, and the like.
한편, (b) 단계에서, 서버(303)는 안면이미지정보(j2)로부터 복수개의 안면구성요소정보(j3)를 추출시, 안면이미지정보(j2)에 대한 전처리단계를 거칠 수 있다.Meanwhile, in step (b), the server 303 may go through the preprocessing step for the face image information j2 when extracting the plurality of face component information j3 from the face image information j2.
여기서, 전처리단계는, 안면이미지정보(j2)에 대응되는 이미지의 밝기 보정, 안면이미지에 대한 회전 보정, 리사이징(resizing) 등일 수 있다.Here, the preprocessing step may include brightness correction of the image corresponding to the face image information j2, rotation correction of the face image, resizing, and the like.
이어서, (c) 단계는, 서버(303)가 복수개의 계측점정보(j4)에 따라 안면구성요소정보(j3)를 분석하고, 기설정된 기준얼굴형정보(j5)와 비교하여 얼굴형분석정보(j6)를 도출하는 단계이다.Subsequently, in step (c), the server 303 analyzes the facial component information j3 according to the plurality of measurement point information j4, and compares the facial shape analysis information (j5) with the preset reference facial shape information j5. j6).
여기서, 계측점정보(j4)는 일예로 총 12개 지점에 대한 정보이며, 이는 도 10과 도 11에 나타나 있다.Here, the measurement point information j4 is, for example, information on a total of 12 points, which are shown in FIGS. 10 and 11.
한편, 기준얼굴형정보(j5)는 총 5가지로 제공되는데, 구체적으로 ① 계란형, ② 둥근형, ③ 사각형, ④ 역삼각형, ⑤ 마름모형이다.On the other hand, the reference face shape information (j5) is provided in a total of five, specifically, ① egg, ② round, ③ square, ④ inverted triangle, ⑤ rhombus.
물론, 서버(303)는 총 12개 지점에 대한 계측점정보(j4)를 토대로 안면구성요소정보(j3)를 분석한 후, 그 분석 결과를 총 5가지의 기준얼굴형정보(j5)와 비교하여, 계란형, 둥근형, 사각형, 역삼각형, 마름모형 중 하나인 얼굴형분석정보(j6)를 도출하게 된다.Of course, the server 303 analyzes the facial component information j3 based on the measurement point information j4 for a total of 12 points, and then compares the analysis result with the five reference face shape information j5. , Face shape analysis information (j6) which is one of egg shape, round shape, square shape, inverted triangle shape and rhombus shape is derived.
한편, 도 12 내지 도 13을 참고하면, 안면이미지정보(j2)에 대응되는 이미지의 복수개의 계측점정보(j4, 도 12에서 0번~16번)를 x-y 좌표축 상에 표시하고, 각각의 좌표점을 (x, y) 좌표로 테이블화(도 13 참조, 도 12의 0번점이 도 13의 postLandmark[0]에 대응)한 후, 각각의 좌표점들 사이의 수직, 수평 거리를 비율로 환산하여, 계란형, 둥근형, 사각형, 역삼각형, 마름모형 중 하나인 얼굴형분석정보(j6)를 도출할 수도 있다.12 to 13, a plurality of measurement point information (j4, 0 to 16 in FIG. 12) of an image corresponding to face image information j2 is displayed on an xy coordinate axis, and each coordinate point is displayed. Is tabled with (x, y) coordinates (see FIG. 13, point 0 in FIG. 12 corresponds to postLandmark [0] in FIG. 13), and then the vertical and horizontal distances between the coordinate points are converted into ratios. , Face shape analysis information j6, which is one of egg shape, round shape, square shape, inverted triangle shape, and rhombus shape, may be derived.
한편, 본 발명의 다른 실시예에 따른 뷰티 콘텐츠 제공방법은, (d) 서버(303)가 기저장된 화장법풀정보(j7)로부터 얼굴형분석정보(j6)에 매칭되는 추천화장법정보(j8)를 단말장치(301)로 전송하는 단계;를 포함한다.On the other hand, according to another embodiment of the present invention, the method for providing beauty content includes (d) recommendation cosmetic information j8 matching the face shape analysis information j6 from previously stored makeup method information j7. And transmitting to the terminal device 301.
여기서, 화장법풀정보(j7)는, 다양한 얼굴형 각각에 최적으로 적용될 수 있도록 화장품제조회사들이 제공하는 화장법에 대한 정보, SNS 등 소셜 네트워크 매체에서 유저들이 제공하는 화장법에 대한 정보 등이다.Here, the makeup method pool information j7 is information about makeup methods provided by cosmetics companies to be optimally applied to each of various face types, and information about makeup methods provided by users in social network media such as SNS.
이러한 단계를 통해, 대상체(305, 수요자)는, 자신의 얼굴형에 대한 최적의 화장법을 추천받을 수 있게 된다.Through this step, the object 305 (consumer) can be recommended for the best makeup method for their face shape.
한편, 본 발명의 다른 실시예에 따른 뷰티 콘텐츠 제공방법은, (e) 서버(303)가 추천화장법정보(j8)에 대응되는 화장법이 대상체(305)의 안면에 사용되었을 때를 나타내는 대상체(305)의 안면이미지수정정보(j9)를 단말장치(301)로 전송하는 단계;를 포함한다.On the other hand, the beauty content providing method according to another embodiment of the present invention, (e) the object 305 indicating when the makeup method corresponding to the recommendation cosmetic information (j8) is used on the face of the object 305 by the server 303 And transmitting the face image modification information j9 to the terminal device 301.
부연설명하면, 상술한 (e) 단계는, 대상체(305, 수요자)에 의해 추천화장법정보(j8)에 대응되는 특정 화장법이 선택된 경우, 증강현실기술(AR, Augmented Reality)에 의해, 안면이미지정보(j2)가 수정되어서(안면이미지수정정보(j9)), 대상체(305, 수요자)가 단말장치(301)를 통해 특정 화장법이 사용된 이후의 안면이미지를 확인할 수 있도록 한다.In detail, in the above-described step (e), when a specific makeup method corresponding to the recommended cosmetic method information j8 is selected by the object 305 (consumer), the facial image information is augmented by Augmented Reality (AR). (j2) is corrected (face image correction information j9) so that the object 305 (consumer) can check the facial image after the specific makeup method is used through the terminal device 301.
이러한 단계를 통해, 대상체(305, 수요자)는, 특정 화장법을 사용한 이후의 본인의 모습을 증강현실기술로 확인할 수 있게 된다.Through this step, the object 305 (consumer), it is possible to confirm the appearance of the person after using a specific makeup method using augmented reality technology.
이상에서 설명한 바와 같이, 본 발명의 실시예에 따르면, 수요자(대상체)에게 퍼스널컬러 자가측정을 위한 설문조사와, 안면이미지정보의 분석을 통한 퍼스널컬러분석정보가 함께 제공됨으로써, 객관적으로 분석된 수요자(대상체)의 퍼스널컬러와, 수요자(대상체) 자신이 생각하고 있는 퍼스널컬러의 차이 여부에 대한 정보를 제공할 수 있는 효과가 있다.As described above, according to an embodiment of the present invention, the consumer (object) is objectively analyzed by providing a survey for personal color self-measurement and personal color analysis information through analysis of facial image information. There is an effect that can provide information on the difference between the personal color of the (object) and the personal color of the consumer (object) itself.
또한, 수요자(대상체)에게 퍼스널컬러분석정보에 매칭되는 추천화장품정보가 제공됨으로써, 수요자(대상체)의 화장품 선택 과정에 객관적인 정보를 제공해 줄 수 있는 효과가 있다.In addition, by providing the recommended cosmetic information matching the personal color analysis information to the consumer (object), there is an effect that can provide objective information in the cosmetics selection process of the consumer (object).
또한, 수요자(대상체)가 단말장치를 통해 증강현실기술로 추천화장품이 사용되었을 때를 알 수 있게 되어, 수요자(대상체)에게 화장품 판단 및 선택시 유용한 정보를 제공해 줄 수 있는 효과가 있다.In addition, the consumer (object) can know when the recommended cosmetics are used as an augmented reality technology through the terminal device, there is an effect that can provide the consumer (object) useful information when determining and selecting cosmetics.
또한, 수요자(대상체)의 안면이미지정보를 통해 얼굴형분석정보가 도출되고, 이 얼굴형분석정보에 매칭되는 추천화장법이 제공됨으로써, 수요자(대상체)가 자신의 얼굴형에 맞는 최적의 화장법에 대한 정보를 제공받을 수 있는 효과가 있다.In addition, the facial shape analysis information is derived from the face image information of the consumer (object), and the recommendation cosmetic method matching the facial shape analysis information is provided, so that the consumer (object) can search for an optimal makeup method suitable for his or her face type. Information can be provided.
또한, 수요자(대상체)가 단말장치를 통해 증강현실기술로 추천화장법이 사용되었을 때를 알 수 있게 되어, 수요자(대상체)에게 화장법 판단 및 선택시 유용한 정보를 제공해 줄 수 있는 효과가 있다.In addition, the consumer (object) can know when the recommended cosmetic method is used as augmented reality technology through the terminal device, it is effective to provide the consumer (object) useful information when determining and selecting the cosmetic method.
이상에서, 본 발명의 바람직한 실시예에 대해 도시하고 설명하였으나, 본 발명은 상술한 특정의 바람직한 실시예에 한정되지 아니하며, 청구범위에서 청구하는 본 발명의 요지를 벗어남이 없이 당해 발명이 속하는 기술분야에서 통상의 지식을 가진 자라면 누구든지 다양한 변형 실시가 가능한 것은 물론이고, 그와 같은 변경은 청구범위 기재의 범위 내에 있게 된다.In the above, the preferred embodiment of the present invention has been shown and described, but the present invention is not limited to the specific preferred embodiment described above, the technical field to which the invention belongs without departing from the spirit of the invention claimed in the claims. Anyone of ordinary skill in the art that various modifications can be made, as well as such changes are within the scope of the claims.

Claims (7)

  1. (a) 단말장치가, 기설정된 촬영환경조건정보(i1)를 기반으로 대상체의 안면을 촬영하여 안면이미지정보(i2)를 생성하는 단계;(a) generating, by the terminal device, facial image information i2 by photographing the face of the object based on the preset photographing environment condition information i1;
    (b) 서버가, 상기 단말장치로부터 전송된 상기 안면이미지정보(i2)를 분석하여 상기 대상체의 퍼스널컬러분석정보(i3)를 도출하는 단계;(b) a server, deriving personal color analysis information (i3) of the object by analyzing the facial image information (i2) transmitted from the terminal device;
    (c) 상기 서버가, 상기 대상체의 퍼스널컬러 자가측정을 위한 설문항목정보(i4)를 상기 단말장치로 전송하는 단계;(c) the server, transmitting survey item information (i4) for personal color self-measurement of the object to the terminal device;
    (d) 상기 단말장치가, 상기 설문항목정보(i4)에 따라 입력되는 설문답변정보(i5)를 상기 서버로 전송하는 단계; 및(d) transmitting, by the terminal device, the question and answer information (i5) input according to the questionnaire item information (i4) to the server; And
    (e) 상기 서버가, 상기 설문답변정보(i5)에 따른 퍼스널컬러자가진단정보(i6)와 상기 퍼스널컬러분석정보(i3)를 상기 단말장치로 전송하는 단계;(e) transmitting, by the server, the personal color self-diagnosis information (i6) and the personal color analysis information (i3) according to the question and answer information (i5) to the terminal device;
    를 포함하는 것을 특징으로 하는 뷰티 콘텐츠 제공방법.Beauty content providing method comprising a.
  2. 제 1 항에 있어서,The method of claim 1,
    (f) 상기 서버가, 기저장된 화장품풀정보(i7)로부터 상기 퍼스널컬러분석정보(i3)에 매칭되는 추천화장품정보(i8)를 상기 단말장치로 전송하는 단계;(f) transmitting, by the server, recommended cosmetic information (i8) matching the personal color analysis information (i3) from previously stored cosmetic pool information (i7) to the terminal device;
    를 포함하는 것을 특징으로 하는 뷰티 콘텐츠 제공방법.Beauty content providing method comprising a.
  3. 제 2 항에 있어서,The method of claim 2,
    (g) 상기 서버가, 상기 추천화장품정보(i8)에 대응되는 화장품이 상기 대상체의 안면에 사용되었을 때를 나타내는 상기 대상체의 안면이미지수정정보(i9)를 상기 단말장치로 전송하는 단계;(g) transmitting, by the server, facial image correction information (i9) of the object indicating when the cosmetic product corresponding to the recommended cosmetic information (i8) is used on the face of the object to the terminal device;
    를 포함하는 것을 특징으로 하는 뷰티 콘텐츠 제공방법.Beauty content providing method comprising a.
  4. 제 1 항에 있어서,The method of claim 1,
    상기 (b) 단계에서, 상기 서버는, 상기 안면이미지정보(i2)로부터 상기 대상체의 피부컬러, 헤어컬러, 또는 눈동자컬러를 분석하여 상기 퍼스널컬러분석정보(i3)를 도출하는 것을 특징으로 하는 뷰티 콘텐츠 제공방법.In the step (b), the server, the skin color, hair color, or eye color of the object from the facial image information (i2) to derive the personal color analysis information (i3), characterized in that How to provide content.
  5. (a) 단말장치가, 기설정된 촬영환경조건정보(j1)를 기반으로 대상체의 안면을 촬영하여 안면이미지정보(j2)를 생성하는 단계;(a) generating, by the terminal device, facial image information j2 by photographing the face of the object based on the preset photographing environment condition information j1;
    (b) 서버가, 상기 단말장치에서 전송된 상기 안면이미지정보(j2)로부터 복수개의 안면구성요소정보(j3)를 추출하는 단계;(b) extracting, by the server, the plurality of face component information j3 from the face image information j2 transmitted from the terminal device;
    (c) 상기 서버가, 복수개의 계측점정보(j4)에 따라 상기 안면구성요소정보(j3)를 분석하고, 기설정된 기준얼굴형정보(j5)와 비교하여 얼굴형분석정보(j6)를 도출하는 단계;(c) the server analyzes the facial component information j3 according to the plurality of measurement point information j4 and compares the facial component information j6 with the preset reference facial shape information j5 to derive the facial shape analysis information j6. step;
    를 포함하는 것을 특징으로 하는 뷰티 콘텐츠 제공방법.Beauty content providing method comprising a.
  6. 제 5 항에 있어서,The method of claim 5,
    (d) 상기 서버가, 기저장된 화장법풀정보(j7)로부터 상기 얼굴형분석정보(j6)에 매칭되는 추천화장법정보(j8)를 상기 단말장치로 전송하는 단계;(d) transmitting, by the server, recommended cosmetic information (j8) matching the facial shape analysis information (j6) from previously stored makeup method pool information (j7) to the terminal device;
    를 포함하는 것을 특징으로 하는 뷰티 콘텐츠 제공방법.Beauty content providing method comprising a.
  7. 제 6 항에 있어서,The method of claim 6,
    (e) 상기 서버가, 상기 추천화장법정보(j8)에 대응되는 화장법이 상기 대상체의 안면에 사용되었을 때를 나타내는 상기 대상체의 안면이미지수정정보(j9)를 상기 단말장치로 전송하는 단계;(e) transmitting, by the server, facial image correction information (j9) of the object indicating when the makeup method corresponding to the recommended cosmetic information (j8) is used on the face of the object to the terminal device;
    를 포함하는 것을 특징으로 하는 뷰티 콘텐츠 제공방법.Beauty content providing method comprising a.
PCT/KR2018/006897 2018-05-31 2018-06-19 Method for providing beauty content WO2019231038A1 (en)

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