KR20200108678A - Automative AI Head Measurement System Using Vision Technology And Machine Learning - Google Patents

Automative AI Head Measurement System Using Vision Technology And Machine Learning Download PDF

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KR20200108678A
KR20200108678A KR1020190027656A KR20190027656A KR20200108678A KR 20200108678 A KR20200108678 A KR 20200108678A KR 1020190027656 A KR1020190027656 A KR 1020190027656A KR 20190027656 A KR20190027656 A KR 20190027656A KR 20200108678 A KR20200108678 A KR 20200108678A
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head
analyzer
machine learning
user
web server
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이지연
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주식회사 시안
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    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
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    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/103—Detecting, measuring or recording devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
    • A61B5/107—Measuring physical dimensions, e.g. size of the entire body or parts thereof
    • A61B5/1072—Measuring physical dimensions, e.g. size of the entire body or parts thereof measuring distances on the body, e.g. measuring length, height or thickness
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
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    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7271—Specific aspects of physiological measurement analysis
    • A61B5/7275—Determining trends in physiological measurement data; Predicting development of a medical condition based on physiological measurements, e.g. determining a risk factor

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Abstract

The present invention relates to an AI head measurement automation system using vision techniques and machine learning. The AI head measurement automation system using vision techniques and machine learning comprises: a chair (50) on which a user can sit; a head measurement device (10) placed above the chair (50) and including a plurality of sensors (21) therein; an analyzer (40) for receiving a signal from a sensor of the head measurement device (10); and a support bar (30) including a signal line for transmitting signals of the plurality of sensors (21) to the analyzer (40) and connecting the head measurement device (10) and the analyzer (40).

Description

비전기술과 머신러닝을 활용한 AI 두상 측정 자동화 시스템{Automative AI Head Measurement System Using Vision Technology And Machine Learning}Automatic AI Head Measurement System Using Vision Technology And Machine Learning}

비전기술과 머신러닝을 활용하여 인공 지능 기술에 의해 두상을 측정하고자 하는 시스템에 관한 것이다.It relates to a system that attempts to measure the head by artificial intelligence technology using vision technology and machine learning.

헤어 스타일을 특정 두상에 재현할 수 있도록 하기 위해서는, 먼저 두상을 측정하여야 한다.In order to be able to reproduce the hairstyle on a specific head, the head must be measured first.

일반적으로, 고객은 자신이 원하는 헤어스타일을 헤어 디자이너에게 말로 설명하거나 사진 등을 제시하는데, 시술 후의 헤어스타일이 고객이 원하는 헤어스타일로 재현되지 않는 경우가 많다. 이는 헤어 디자이너의 기량차이일 수도 있지만, 고객마다 두상의 형태가 다르기 때문에 동일한 헤어스타일이라도 두상에 따라 다르게 재현되기 때문이다. 시술 후 헤어스타일이 고객의 기대와 다를 경우, 고객은 불만족스러워하며 헤어 디자이너에 대한 신뢰감마저 상실될 수 있다.In general, customers describe their desired hairstyle in words or present a photo to a hair designer, but there are many cases where the hairstyle after the treatment is not reproduced as the customer's desired hairstyle. This may be the difference in skills of the hair designer, but because the shape of the head is different for each customer, even the same hairstyle is reproduced differently according to the head. If the hair style after the procedure is different from the customer's expectations, the customer is dissatisfied and the confidence in the hair designer may be lost.

이러한 문제점을 최소화하고자 헤어스타일 시뮬레이션 장치나 방법에 대한 다양한 특허가 개시되어 있다.In order to minimize this problem, various patents have been disclosed for a hairstyle simulation apparatus or method.

그러나, 종래 기술에 따르면, 저장된 헤어 모델을 이용하여 헤어스타일을 수정할 수 있을 뿐, 고객의 실제 두상 형태에 기초하여 특정 헤어스타일을 시뮬레이션할 수는 없으므로, 고객이 기대한 헤어스타일이 그대로 구현되기는 어렵다.However, according to the prior art, it is only possible to modify the hairstyle using the stored hair model, and since it is not possible to simulate a specific hairstyle based on the customer's actual head shape, it is difficult to implement the hairstyle expected by the customer as it is. .

따라서, 본 발명에서는 헤어샵에서 비전기술과 머신러닝을 활용하여 고객의 두상을 측정하여 적합한 헤어 스타일을 디자이너가 제안할 수 있도록 하고자 한다.Accordingly, in the present invention, a designer can propose a suitable hair style by measuring the head image of a customer using vision technology and machine learning in a hair shop.

공개 특허 10-2013-0029482 (2013.03.25)Publication Patent 10-2013-0029482 (2013.03.25) 등록 특허 10-1897545 (2018.09.05)Registered patent 10-1897545 (2018.09.05)

본 발명은 종래 다수의 사용자에게 적용한 헤어 스타일을 유사한 두상을 가진 사용자에게 추천하기 위한 것이다.The present invention is to recommend a hairstyle applied to a plurality of users in the related art to a user having a similar head.

상기 추천을 위하여 비전기술, 머신러닝 및 AI (인공 지능) 기술을 적용하고자 한다.For the above recommendation, we intend to apply vision technology, machine learning and AI (artificial intelligence) technology.

본 발명에 의하면, 웹서버와 연결되어 웹서버에 저장된 다수의 헤어 스타일을 적용할 수 있으며, 상기 웹서버는 다수의 헤어샵과 연계되어 네트워크 구성이 가능하다.According to the present invention, it is possible to apply a plurality of hair styles connected to a web server and stored in a web server, and the web server is connected to a plurality of hair shops to form a network.

본 발명은 사용자가 앉을 수 있는 의자(50); 상기 의자(50) 상부에 위치하고 내부에 다수의 센서(21)를 포함하는 두상 측정기(10); 상기 두상 측정기(10)의 센서의 신호를 수신하는 분석기(40); 및 상기 다수의 센서(21)의 신호를 분석기(40)에 송신하기 위한 신호선을 포함하며 상기 두상 측정기(10)와 분석기(40)를 연결하는 지지바(30)를 포함하는 비전기술과 머신러닝을 활용한 ai 두상 측정 자동화 시스템에 관한 것이다.The present invention is a chair 50 on which the user can sit; A head measuring device 10 located above the chair 50 and including a plurality of sensors 21 therein; An analyzer 40 for receiving a signal from a sensor of the head measuring device 10; And a signal line for transmitting the signals of the plurality of sensors 21 to the analyzer 40, and vision technology and machine learning including a support bar 30 connecting the head measuring device 10 and the analyzer 40 It relates to ai head-phase measurement automation system utilizing

또한, 본 발명의 상기 분석기(40)는 웹서버에 연결되고, 상기 웹서버는 다수의 헤어샵의 분석기들과 연결되어 있으며, 상기 분석기에서 전송한 사용자의 두상 정보를 기초로 기존 데이타를 분석하고 상기 분석 결과에 기초하여 사용자의 두상에 적합한 다수의 헤어 스타일을 분석기(40)에 전송하며,상기 분석기(40)에는 전시부를 구비하여 상기 다수의 헤어 스타일을 전시할 수 있다.In addition, the analyzer 40 of the present invention is connected to a web server, the web server is connected to a plurality of analyzers of a hair shop, and analyzes existing data based on the user's head information transmitted from the analyzer. Based on the analysis result, a plurality of hair styles suitable for the user's head are transmitted to the analyzer 40, and the analyzer 40 may include a display unit to display the plurality of hair styles.

또한, 본 발명에서 사용자의 다른 추천 신호가 분석기(40)를 통해 입력되면, 상기 분석기(40)의 요청에 의하여 웹서버는 다른 헤어 스타일을 추천할 수 있다.In addition, in the present invention, when another recommendation signal of the user is input through the analyzer 40, the web server may recommend another hairstyle at the request of the analyzer 40.

본 발명에 의하면 종래 다수의 사용자에게 적용한 헤어 스타일을 유사한 두상을 가진 사용자에게 추천할 수 있다.According to the present invention, it is possible to recommend a hairstyle applied to a plurality of users in the related art to a user with a similar head.

또한, 본 발명에 의하면 상기 추천을 위하여 비전기술, 머신러닝 및 AI (인공 지능) 기술을 적용함으로써, 정확한 추천이 가능하다.Further, according to the present invention, by applying vision technology, machine learning and AI (artificial intelligence) technology for the recommendation, accurate recommendation is possible.

또한, 본 발명에 의하면, 웹서버와 연결되어 웹서버에 저장된 다수의 헤어 스타일을 적용할 수 있으며, 상기 웹서버는 다수의 헤어샵과 연계되어 네트워크 구성이 가능하여 다수의 헤어샵이 공동으로 이용이 가능하다.In addition, according to the present invention, it is possible to apply a plurality of hair styles stored in the web server by being connected to a web server, and the web server is connected to a plurality of hair shops to form a network, so that a plurality of hair shops are jointly used. This is possible.

도 1은 본 발명이 적용되는 장치의 구성도이다.
도 2는 본 발명 측정 장치에 설치된 다수의 센서이다.
도 3은 본 발명이 적용되는 순서도이다.1 is a block diagram of an apparatus to which the present invention is applied.
2 is a plurality of sensors installed in the measuring device of the present invention.
3 is a flowchart to which the present invention is applied.

이하, 첨부된 도면을 참조하여 본 발명을 보다 상세히 설명한다.Hereinafter, the present invention will be described in more detail with reference to the accompanying drawings.

첨부된 도면은 본 발명의 예시적인 형태를 도시한 것으로, 이는 본 발명을 보다 상세히 설명하기 위해 제공되는 것일 뿐, 이에 의해 본 발명의 기술적인 범위가 한정되는 것은 아니다.The accompanying drawings show exemplary forms of the present invention, which are only provided to describe the present invention in more detail, and thus the technical scope of the present invention is not limited thereto.

도 1에 도시된 것과 같이 사용자는 의자(50)에 앉아 두상 측정기(10)의 내부에 자신의 머리를 위치 시킨다.As shown in FIG. 1, the user sits on a chair 50 and places his or her head inside the head measuring device 10.

이경우 사용자가 머리의 위치를 움직이지 않고 고정되어야 측정이 정확하므로 의자에는 머리 고정부(51)가 설치되어 있어서, 사용자의 머리를 고정할 수 있도록 한다.In this case, since the measurement is correct only when the user's head is fixed without moving the position of the head, the head fixing part 51 is installed in the chair, so that the user's head can be fixed.

머리 고정부(51)에 도시되어 있지는 않으나 탄성 소재의 끈으로 머리를 고정할 수도 있다.Although not shown in the head fixing part 51, the head may be fixed with a string made of elastic material.

상기 두상 측정기(10) 내부(20)에는 도 2에 도시된 것과 같이 다수의 센서가 설치되어 있어서, 사용자가 머리를 두상 측정기(10)의 내부에 위치 시키면 센서들이 사용자 머리를 스캔하여 분석기(40)에 전송하게 된다.As shown in Fig. 2, a plurality of sensors are installed in the interior 20 of the head measuring device 10, so when the user places the head inside the head measuring device 10, the sensors scan the user's head and the analyzer 40 ).

두상 측정기의 센서의 신호는 지지바(30) 내부의 신호선을 통해 분석기에 전송하게 된다.The signal from the sensor of the head measuring device is transmitted to the analyzer through the signal line inside the support bar 30.

분석기에서 분석한 데이터는 웹서버와 연계되어 웹서버에 전송하고 웹서버는 종래 기록된 다수의 헤어 스타일 중에 사용자 두상에 적합하다고 판단된 다수의 헤어스타일을 분석기(40)에 전송한다.The data analyzed by the analyzer is linked to the web server and transmitted to the web server, and the web server transmits to the analyzer 40 a plurality of hairstyles determined to be suitable for the user's head among the previously recorded hairstyles.

상기 분석기(40) 표면에는 헤어 스타일을 전시할 수 있는 전시부를 포함한다.The surface of the analyzer 40 includes a display unit capable of displaying a hairstyle.

상기 웹서버는 다수의 헤어샵의 분석기(40)와 연계되어 있어서 다수의 헤어샵이 이용할 수 있으며, 상호 정보를 공유할 수 있다.The web server is connected to the analyzers 40 of a plurality of hair shops, so that a plurality of hair shops can use and share information with each other.

사용자는 웹서버가 추천한 헤어 스타일이 만족스럽지 않은 경우 다른 헤어스타일을 추천해 달라고 요청할 수 있다.If the user is not satisfied with the hairstyle recommended by the web server, the user can request another hairstyle.

이상의 설명은 본 발명의 기술사상을 예시적으로 설명한 것에 불과한 것으로 본 발명이 속하는 기술분야에서 통 상의 지식을 가진 자라면 본 발명의 본질적인 특성에서 벗어나지 않는 범위에서 다양한 수정 및 변형이 가능할 것이다. 따라서 본 발명에 개시된 실시예는 본 발명의 기술사상을 한정하기 위한 것이 아니라 설명하기 위한 것 이고, 이러한 실시예에 의하여 본 발명의 기술사상의 범위가 한정되는 것은 아니다. 본 발명의 보호범위는 아래 의 특허청구범위에 의하여 해석되어야 하며, 그와 동등한 범위 내에 있는 모든 기술사상은 본 발명의 권리범위 에 포함되는 것으로 해석되어야 할 것이다.The above description is merely illustrative of the technical idea of the present invention, and those of ordinary skill in the art to which the present invention pertains will be able to make various modifications and variations without departing from the essential characteristics of the present invention. Accordingly, the embodiments disclosed in the present invention are not intended to limit the technical idea of the present invention, but to explain the technical idea, and the scope of the technical idea of the present invention is not limited by these embodiments. The scope of protection of the present invention should be interpreted by the following claims, and all technical ideas within the scope equivalent thereto should be construed as being included in the scope of the present invention.

10: 두상 측정기 20: 두상 측정기 내부
21: 측정 센서 30: 지지 바
40: 두상 측정 및 분석기 50: 의자10: head measuring device 20: head measuring device inside
21: measuring sensor 30: support bar
40: head measurement and analyzer 50: chair

Claims (3)

사용자가 앉을 수 있는 의자(50);
상기 의자(50) 상부에 위치하고 내부에 다수의 센서(21)를 포함하는 두상 측정기(10);
상기 두상 측정기(10)의 센서의 신호를 수신하는 분석기(40); 및
상기 다수의 센서(21)의 신호를 분석기(40)에 송신하기 위한 신호선을 포함하며 상기 두상 측정기(10)와 분석기(40)를 연결하는 지지바(30)를 포함하는 비전기술과 머신러닝을 활용한 ai 두상 측정 자동화 시스템.A chair 50 on which the user can sit;
A head measuring device 10 located above the chair 50 and including a plurality of sensors 21 therein;
An analyzer 40 for receiving a signal from a sensor of the head measuring device 10; And
Vision technology and machine learning including a signal line for transmitting signals of the plurality of sensors 21 to the analyzer 40 and a support bar 30 connecting the head measuring device 10 and the analyzer 40 AI head measurement automation system utilizing. 제1항에 있어서,
상기 분석기(40)는 웹서버에 연결되고,
상기 웹서버는 다수의 헤어샵의 분석기들과 연결되어 있으며, 상기 분석기에서 전송한 사용자의 두상 정보를 기초로 기존 데이타를 분석하고 상기 분석 결과에 기초하여 사용자의 두상에 적합한 다수의 헤어 스타일을 분석기(40)에 전송하며,
상기 분석기(40)에는 전시부를 구비하여 상기 다수의 헤어 스타일을 전시하는 것을 특징으로 하는 비전기술과 머신러닝을 활용한 ai 두상 측정 자동화 시스템.The method of claim 1,
The analyzer 40 is connected to a web server,
The web server is connected to analyzers of a plurality of hair shops, analyzes existing data based on the user's head information transmitted from the analyzer, and analyzes a number of hairstyles suitable for the user's head based on the analysis result. Transfer to 40,
An automated system for measuring ai head using machine learning and vision technology, characterized in that the analyzer (40) has a display unit to display the plurality of hairstyles. 제2항에 있어서,
사용자의 다른 추천 신호가 분석기(40)를 통해 입력되면, 상기 분석기(40)의 요청에 의하여 웹서버는 다른 헤어 스타일을 추천하는 것을 특징으로 하는 비전기술과 머신러닝을 활용한 ai 두상 측정 자동화 시스템.The method of claim 2,
When a user's other recommendation signal is input through the analyzer 40, the web server recommends a different hairstyle at the request of the analyzer 40. AI head measurement automation system using vision technology and machine learning. .
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KR102585908B1 (en) 2023-07-25 2023-10-06 주식회사 한헬스케어 Infant head shape measurement metere

Citations (2)

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Publication number Priority date Publication date Assignee Title
KR20130029482A (en) 2011-09-15 2013-03-25 김보경 System, method and computer readable recording medium for simulating hair style
KR101897545B1 (en) 2017-05-29 2018-09-12 권정호 Beauty style development activation system, server and method, and beauty style reservation and settlement system and method using same

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Publication number Priority date Publication date Assignee Title
KR20130029482A (en) 2011-09-15 2013-03-25 김보경 System, method and computer readable recording medium for simulating hair style
KR101897545B1 (en) 2017-05-29 2018-09-12 권정호 Beauty style development activation system, server and method, and beauty style reservation and settlement system and method using same

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR102585908B1 (en) 2023-07-25 2023-10-06 주식회사 한헬스케어 Infant head shape measurement metere

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