WO2018006436A1 - Skin analysis device and method based on macro high-definition camera - Google Patents

Skin analysis device and method based on macro high-definition camera Download PDF

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WO2018006436A1
WO2018006436A1 PCT/CN2016/089976 CN2016089976W WO2018006436A1 WO 2018006436 A1 WO2018006436 A1 WO 2018006436A1 CN 2016089976 W CN2016089976 W CN 2016089976W WO 2018006436 A1 WO2018006436 A1 WO 2018006436A1
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skin
image
module
processing module
image processing
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PCT/CN2016/089976
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French (fr)
Chinese (zh)
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苏德群
文长春
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深圳斯坦普光生物科技有限公司
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/01Protocols
    • H04L67/02Protocols based on web technology, e.g. hypertext transfer protocol [HTTP]
    • H04L67/025Protocols based on web technology, e.g. hypertext transfer protocol [HTTP] for remote control or remote monitoring of applications
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/0033Features or image-related aspects of imaging apparatus classified in A61B5/00, e.g. for MRI, optical tomography or impedance tomography apparatus; arrangements of imaging apparatus in a room
    • A61B5/004Features or image-related aspects of imaging apparatus classified in A61B5/00, e.g. for MRI, optical tomography or impedance tomography apparatus; arrangements of imaging apparatus in a room adapted for image acquisition of a particular organ or body part
    • GPHYSICS
    • G08SIGNALLING
    • G08CTRANSMISSION SYSTEMS FOR MEASURED VALUES, CONTROL OR SIMILAR SIGNALS
    • G08C17/00Arrangements for transmitting signals characterised by the use of a wireless electrical link
    • G08C17/02Arrangements for transmitting signals characterised by the use of a wireless electrical link using a radio link
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04MTELEPHONIC COMMUNICATION
    • H04M1/00Substation equipment, e.g. for use by subscribers
    • H04M1/72Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
    • H04M1/724User interfaces specially adapted for cordless or mobile telephones
    • H04M1/72403User interfaces specially adapted for cordless or mobile telephones with means for local support of applications that increase the functionality
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04MTELEPHONIC COMMUNICATION
    • H04M1/00Substation equipment, e.g. for use by subscribers
    • H04M1/72Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
    • H04M1/725Cordless telephones
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/50Constructional details
    • H04N23/55Optical parts specially adapted for electronic image sensors; Mounting thereof
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/57Mechanical or electrical details of cameras or camera modules specially adapted for being embedded in other devices
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/80Camera processing pipelines; Components thereof

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  • the present invention relates to a skin detecting and analyzing device, and more particularly to a skin analyzing device based on a macro high definition camera.
  • the skin tester is an instrument for detecting skin. It is mainly used in beauty and medical applications. It is desktop, pocket-sized, TV-specific and computer-specific. It has a single function and a multi-functional comprehensive tester. In the prior art, most of the products have insufficient picture clarity, and the camera magnification is not large enough to be detrimental to the analysis of the algorithm, and there is no characteristic database of various skin types, so it is difficult to meet the detection requirements.
  • the technical problem to be solved by the present invention is that, in view of the deficiencies of the prior art, a skin analysis device and method for capturing pictures with clearness, accurately performing computational analysis, and having back-end big data support are provided.
  • the present invention adopts the following technical solutions.
  • a skin analysis device based on a macro high-definition camera comprising: a plurality of camera modules, the camera module comprising a macro high-definition camera for capturing an image of a skin surface; an image processing module, the camera module being connected to the image Processing the module, and the image processing module drives the camera module to capture the skin surface image; a WIFI/Bluetooth control module is connected to the image processing module, and the WIFI/Bluetooth control module is configured to execute the image processing module control command to the skin Surface image Wireless transmission; a mobile phone is installed with an image analysis APP, and the mobile phone acquires a skin surface image through a WIFI/Bluetooth control module, and the skin quality information is calculated by the image analysis APP.
  • a photobiogene LED control module is further included, which is connected to the image processing module, and the photobiogene LED control module is configured to provide a light source and perform infrared distance detection.
  • a power module for providing a power source is further included.
  • a skin analysis method based on a macro high-definition camera includes the following steps: step S1, device initialization, establishing a wireless connection between the mobile phone and the WIFI/Bluetooth control module, and transmitting a skin measurement command to the image processing module through the WIFI/Bluetooth control module Step S2, the image processing module responds to the skin measurement command, and drives the camera module to capture the skin surface image; in step S3, the image processing module uploads the skin surface image to the mobile phone through the WIFI/Bluetooth control module; step S4, image analysis installed on the mobile phone The APP performs an operation analysis on the skin surface image to obtain skin quality information.
  • the image analysis APP also uploads the skin surface image to the cloud, and compares the skin surface image with the cloud skin database to obtain a closest skin detection analysis value.
  • the execution process of the image analysis APP includes: in step S40, the image analysis APP converts the image into a bitmap format; in step S41, the image basic information is acquired; and in step S42, the image is reversed and smoothed. And filtering, grayscale algorithm processing; step S43, performing feature data recognition on the image; step S44, comparing the feature data with the data in the cloud large database; and step S45, outputting the operation result.
  • the picture basic information includes a width, a height, a color value, a point pixel value, and a line byte number of the picture.
  • the invention discloses a skin analysis device and method based on a macro high-definition camera, which adopts a high-definition macro camera to automatically take a photo of the skin, and then transmits the image to the APP through WIFI, and the APP receives the image.
  • the algorithm analyzes the characteristics of the picture and compares it with the skin database of the cloud. Finally, the parameters of the whiteness, oil, texture, pores, wrinkles and physiological age of the skin are obtained.
  • the present invention captures pictures clearly and can accurately perform computational analysis, and satisfies the detection requirements better.
  • Figure 1 is a block diagram showing the composition of a skin analysis device of the present invention.
  • FIG. 2 is a flow chart of a skin analysis method of the present invention.
  • FIG. 3 is a flow chart of a skin analysis method in a preferred embodiment of the present invention.
  • FIG. 4 is a flow chart of an image analysis APP performing an operation process.
  • Figure 5 is a test chart of the human face skin.
  • Figure 6 is a second section of the human skin test.
  • Figure 7 is a third section of the human face skin test.
  • the invention discloses a skin analysis device based on a macro high-definition camera, as shown in FIG. 1 , which comprises a plurality of camera modules 5 , an image processing module 2 , a WIFI/Bluetooth control module, a mobile phone and a light.
  • the camera module 5 includes a macro high definition camera for capturing an image of a skin surface
  • the camera module 5 is connected to the image processing module 2, and the image processing module 2 drives the camera module 5 to capture a skin surface image;
  • the WIFI/Bluetooth control module 1 is connected to the image processing module 2, and the WIFI/Bluetooth control module 1 is configured to execute a control instruction of the image processing module 2 to wirelessly transmit a skin surface image;
  • the mobile phone is installed with an image analysis APP, and the mobile phone acquires a skin surface image through the WIFI/Bluetooth control module 1, and the skin quality information is calculated by the image analysis APP;
  • the photobio-gene LED control module 4 is connected to the image processing module 2, and the photo-bio-gene LED control module 4 is configured to provide a light source and perform infrared distance detection;
  • the power module 3 is used to provide power.
  • the main function of the power module 3 is to provide a power supply, but this is only a preferred embodiment of the present invention and is not intended to limit the present invention.
  • the power module 3 further includes a switch button, and the switch button uses a touch button to control the switching state of the power source.
  • the power module 3 is further provided with a fast charging unit and a power detecting unit, and the fast charging unit is used for quickly charging the battery.
  • the power detecting unit is configured to detect the battery power and display the power data in real time on the mobile phone APP, so that the user can grasp the battery power condition at any time. If the battery power is too low, the battery can be quickly charged by using the fast charging unit. .
  • the present invention also discloses a skin analysis method based on a macro high-definition camera, which is combined with FIG. 1 to FIG. 4, and includes the following steps:
  • Step S1 the device is initialized, the mobile phone establishes a wireless connection with the WIFI/Bluetooth control module 1, and sends a skin measurement command to the image processing module 2 through the WIFI/Bluetooth control module 1;
  • Step S2 the image processing module 2 responds to the skin measurement command, and drives the camera module 5 to take a skin surface image;
  • Step S3 the image processing module 2 uploads the skin surface image to the mobile phone through the WIFI/Bluetooth control module 1;
  • Step S4 the image analysis APP installed on the mobile phone performs operation analysis on the skin surface image to obtain skin quality information, and in addition, the image analysis APP also uploads the skin surface image to the cloud, and the skin table is The facial image is compared with the large skin database in the cloud to obtain a closest skin detection analysis value.
  • the execution process of the image analysis APP includes:
  • Step S40 the image analysis APP converts the picture into a bitmap format
  • Step S41 Acquire basic information of the picture, where the basic information of the picture includes a width, a height, a color value, a point pixel value, and a line byte number of the picture;
  • Step S42 performing inverse, smoothing, filtering, and grayscale processing on the image
  • Step S43 performing feature data recognition on the picture
  • Step S44 comparing the feature data with the data in the cloud large database
  • step S45 the operation result is output.
  • FIG. 5 The results of the image analysis in FIG. 5 are: whiteness is 4 (relatively black), oil content is 7,33% (less oil content), wrinkles: 46, 6 %, pores: 11,637.
  • the above skin measurement functions include, but are not limited to, testing skin moisture, oil, color, texture, whiteness, and skin age.
  • the invention discloses a skin analysis device and method based on a macro high-definition camera, which is applied to a photon mask of a beautiful skin, and can be used to control the face of the face by three high-definition macro cameras embedded on the mask before the photon skin care.
  • the skin is photographed, and then the picture taken by the WIFI is transmitted to the mobile phone APP and then sent to the local and the cloud for analysis to obtain the condition of the measured skin, and then the APP customizes the driving strategy according to the detected result to drive the light of the photon mask. Category and strength.

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Abstract

A skin analysis device based on a macro high-definition camera comprises: multiple camera modules (5), comprising a macro high-definition camera for capturing a skin surface image; an image processing module (2), connected to the camera modules (5), driving the camera modules (5) to capture the skin surface image; a WiFi/Bluetooth control module (1), connected to the image processing module (2), for executing a control instruction from the image processing module (2) so as to wirelessly transmit the skin surface image; a cell phone, installed with an image analysis application, the cellphone obtaining the skin surface image through the WiFi/Bluetooth control module (1), wherein the image analysis application calculates skin quality information.

Description

一种基于微距高清摄像头的皮肤分析装置及方法Skin analysis device and method based on macro high-definition camera 技术领域Technical field
本发明涉及皮肤检测分析设备,尤其涉及一种基于微距高清摄像头的皮肤分析装置。The present invention relates to a skin detecting and analyzing device, and more particularly to a skin analyzing device based on a macro high definition camera.
背景技术Background technique
皮肤测试仪是用来检测皮肤的仪器,主要应用在美容、医疗方面,有台式的、袖珍型的、电视专用的和电脑专用的,有单一功能的,也有多功能综合性的测试仪。现有技术中,绝大多数的产品存在拍摄的图片清晰度不够,摄像头放大倍数不够大不利于算法的分析,同时没有各类肤质的特征数据库,因而难以满足检测需求。The skin tester is an instrument for detecting skin. It is mainly used in beauty and medical applications. It is desktop, pocket-sized, TV-specific and computer-specific. It has a single function and a multi-functional comprehensive tester. In the prior art, most of the products have insufficient picture clarity, and the camera magnification is not large enough to be detrimental to the analysis of the algorithm, and there is no characteristic database of various skin types, so it is difficult to meet the detection requirements.
发明内容Summary of the invention
本发明要解决的技术问题在于,针对现有技术的不足,提供一种拍摄图片清晰、能准确完成运算分析,并且具有后台大数据支持的的皮肤分析装置及方法。The technical problem to be solved by the present invention is that, in view of the deficiencies of the prior art, a skin analysis device and method for capturing pictures with clearness, accurately performing computational analysis, and having back-end big data support are provided.
为解决上述技术问题,本发明采用如下技术方案。In order to solve the above technical problems, the present invention adopts the following technical solutions.
一种基于微距高清摄像头的皮肤分析装置,其包括有:多个摄像头模块,所述摄像头模块包括有用于拍摄皮肤表面图像的微距高清摄像头;一图像处理模块,所述摄像头模块连接于图像处理模块,且由所述图像处理模块驱动摄像头模块拍摄皮肤表面图像;一WIFI/蓝牙控制模块,连接于图像处理模块,所述WIFI/蓝牙控制模块用于执行图像处理模块的控制指令而将皮肤表面图像进行 无线传输;一手机,安装有图像分析APP,所述手机通过WIFI/蓝牙控制模块获取皮肤表面图像,且由所述图像分析APP运算得出皮肤质量信息。A skin analysis device based on a macro high-definition camera, comprising: a plurality of camera modules, the camera module comprising a macro high-definition camera for capturing an image of a skin surface; an image processing module, the camera module being connected to the image Processing the module, and the image processing module drives the camera module to capture the skin surface image; a WIFI/Bluetooth control module is connected to the image processing module, and the WIFI/Bluetooth control module is configured to execute the image processing module control command to the skin Surface image Wireless transmission; a mobile phone is installed with an image analysis APP, and the mobile phone acquires a skin surface image through a WIFI/Bluetooth control module, and the skin quality information is calculated by the image analysis APP.
优选地,还包括有光生物基因LED控制模块,其连接于图像处理模块,所述光生物基因LED控制模块用于提供光源和进行红外距离检测。Preferably, a photobiogene LED control module is further included, which is connected to the image processing module, and the photobiogene LED control module is configured to provide a light source and perform infrared distance detection.
优选地,还包括有用于提供电源的电源模块。Preferably, a power module for providing a power source is further included.
一种基于微距高清摄像头的皮肤分析方法,其包括有如下步骤:步骤S1,设备初始化,手机与WIFI/蓝牙控制模块建立无线连接,并通过WIFI/蓝牙控制模块向图像处理模块发送测肤指令;步骤S2,图像处理模块响应测肤指令,并驱动摄像头模块拍摄皮肤表面图像;步骤S3,图像处理模块将皮肤表面图像通过WIFI/蓝牙控制模块上传至手机;步骤S4,手机上安装的图像分析APP对皮肤表面图像进行运算分析,得出皮肤质量信息。A skin analysis method based on a macro high-definition camera includes the following steps: step S1, device initialization, establishing a wireless connection between the mobile phone and the WIFI/Bluetooth control module, and transmitting a skin measurement command to the image processing module through the WIFI/Bluetooth control module Step S2, the image processing module responds to the skin measurement command, and drives the camera module to capture the skin surface image; in step S3, the image processing module uploads the skin surface image to the mobile phone through the WIFI/Bluetooth control module; step S4, image analysis installed on the mobile phone The APP performs an operation analysis on the skin surface image to obtain skin quality information.
优选地,所述步骤S4中,图像分析APP还将皮肤表面图像上传至云端,将皮肤表面图像与云端的皮肤大数据库进行分析比较,得出一个最接近的皮肤检测分析值。Preferably, in the step S4, the image analysis APP also uploads the skin surface image to the cloud, and compares the skin surface image with the cloud skin database to obtain a closest skin detection analysis value.
优选地,所述步骤S4中,图像分析APP的执行过程包括:步骤S40,所述图像分析APP将图片转换成位图格式;步骤S41,获取图片基本信息;步骤S42,对图片进行逆反、平滑、滤波、灰度算法处理;步骤S43,对图片进行特征数据识别;步骤S44,将特征数据与云端大数据库内的数据作分析比较;步骤S45,输出运算结果。Preferably, in the step S4, the execution process of the image analysis APP includes: in step S40, the image analysis APP converts the image into a bitmap format; in step S41, the image basic information is acquired; and in step S42, the image is reversed and smoothed. And filtering, grayscale algorithm processing; step S43, performing feature data recognition on the image; step S44, comparing the feature data with the data in the cloud large database; and step S45, outputting the operation result.
优选地,所述步骤S41中,图片基本信息包括图片的宽、高、颜色值、点像素值以及行字节数。Preferably, in the step S41, the picture basic information includes a width, a height, a color value, a point pixel value, and a line byte number of the picture.
本发明公开的基于微距高清摄像头的皮肤分析装置及方法,其通过高清微距摄像头对皮肤进行自动对焦拍照,然后通过WIFI传到APP,APP收到后进行 算法分析,得出图片的特征及与云端的皮肤数据库进行比较分析,最终反馈得到皮肤的美白度、油份、纹理、毛孔、皱纹、生理年龄等参数。相比现有技术而言,本发明拍摄图片清晰、能准确完成运算分析,较好地满足了检测需求。The invention discloses a skin analysis device and method based on a macro high-definition camera, which adopts a high-definition macro camera to automatically take a photo of the skin, and then transmits the image to the APP through WIFI, and the APP receives the image. The algorithm analyzes the characteristics of the picture and compares it with the skin database of the cloud. Finally, the parameters of the whiteness, oil, texture, pores, wrinkles and physiological age of the skin are obtained. Compared with the prior art, the present invention captures pictures clearly and can accurately perform computational analysis, and satisfies the detection requirements better.
附图说明DRAWINGS
图1为本发明皮肤分析装置的组成框图。Figure 1 is a block diagram showing the composition of a skin analysis device of the present invention.
图2为本发明皮肤分析方法的流程图。2 is a flow chart of a skin analysis method of the present invention.
图3为本发明优选实施例中皮肤分析方法的流程图。3 is a flow chart of a skin analysis method in a preferred embodiment of the present invention.
图4为图像分析APP执行运算过程的流程图。4 is a flow chart of an image analysis APP performing an operation process.
图5为人脸部皮肤测试图一。Figure 5 is a test chart of the human face skin.
图6为人脸部皮肤测试图二。Figure 6 is a second section of the human skin test.
图7为人脸部皮肤测试图三。Figure 7 is a third section of the human face skin test.
具体实施方式detailed description
下面结合附图和实施例对本发明作更加详细的描述。The invention will now be described in greater detail with reference to the drawings and embodiments.
本发明公开了一种基于微距高清摄像头的皮肤分析装置,如图1所示,其包括有多个摄像头模块5、一图像处理模块2、一WIFI/蓝牙控制模块1、一手机、一光生物基因LED控制模块4及一电源模块3,其中:The invention discloses a skin analysis device based on a macro high-definition camera, as shown in FIG. 1 , which comprises a plurality of camera modules 5 , an image processing module 2 , a WIFI/Bluetooth control module, a mobile phone and a light. The biological gene LED control module 4 and a power module 3, wherein:
所述摄像头模块5包括有用于拍摄皮肤表面图像的微距高清摄像头;The camera module 5 includes a macro high definition camera for capturing an image of a skin surface;
所述摄像头模块5连接于图像处理模块2,且由所述图像处理模块2驱动摄像头模块5拍摄皮肤表面图像;The camera module 5 is connected to the image processing module 2, and the image processing module 2 drives the camera module 5 to capture a skin surface image;
所述WIFI/蓝牙控制模块1连接于图像处理模块2,所述WIFI/蓝牙控制模块1用于执行图像处理模块2的控制指令而将皮肤表面图像进行无线传输; The WIFI/Bluetooth control module 1 is connected to the image processing module 2, and the WIFI/Bluetooth control module 1 is configured to execute a control instruction of the image processing module 2 to wirelessly transmit a skin surface image;
所述手机安装有图像分析APP,所述手机通过WIFI/蓝牙控制模块1获取皮肤表面图像,且由所述图像分析APP运算得出皮肤质量信息;The mobile phone is installed with an image analysis APP, and the mobile phone acquires a skin surface image through the WIFI/Bluetooth control module 1, and the skin quality information is calculated by the image analysis APP;
所述光生物基因LED控制模块4连接于图像处理模块2,所述光生物基因LED控制模块4用于提供光源和进行红外距离检测;The photobio-gene LED control module 4 is connected to the image processing module 2, and the photo-bio-gene LED control module 4 is configured to provide a light source and perform infrared distance detection;
所述电源模块3用于提供电源。The power module 3 is used to provide power.
本实施例中,电源模块3的主要功能在于提供电源,但是这仅是本发明的一个较佳的实施例,并不用于限制本发明。在实际应用中,作为本发明一种优选的扩展方案,该电源模块3还包括开关机按键,所述开关机按键采用触摸型按键,用以控制电源的开关状态。In this embodiment, the main function of the power module 3 is to provide a power supply, but this is only a preferred embodiment of the present invention and is not intended to limit the present invention. In a practical application, as a preferred extension of the present invention, the power module 3 further includes a switch button, and the switch button uses a touch button to control the switching state of the power source.
此外,所述电源模块3还设置有快充单元和电量检测单元,所述快充单元用于对电池进行快速充电。所述电量检测单元用于对电池的电量进行检测,并将电量数据实时显示于手机APP上,以供用户随时掌握电池的电量情况,若电池电量过低,可利用快充单元快速对电池充电。In addition, the power module 3 is further provided with a fast charging unit and a power detecting unit, and the fast charging unit is used for quickly charging the battery. The power detecting unit is configured to detect the battery power and display the power data in real time on the mobile phone APP, so that the user can grasp the battery power condition at any time. If the battery power is too low, the battery can be quickly charged by using the fast charging unit. .
在上述皮肤分析装置的基础上,本发明还公开一种基于微距高清摄像头的皮肤分析方法,结合图1至图4所示,其包括有如下步骤:Based on the above skin analysis device, the present invention also discloses a skin analysis method based on a macro high-definition camera, which is combined with FIG. 1 to FIG. 4, and includes the following steps:
步骤S1,设备初始化,手机与WIFI/蓝牙控制模块1建立无线连接,并通过WIFI/蓝牙控制模块1向图像处理模块2发送测肤指令;Step S1, the device is initialized, the mobile phone establishes a wireless connection with the WIFI/Bluetooth control module 1, and sends a skin measurement command to the image processing module 2 through the WIFI/Bluetooth control module 1;
步骤S2,图像处理模块2响应测肤指令,并驱动摄像头模块5拍摄皮肤表面图像;Step S2, the image processing module 2 responds to the skin measurement command, and drives the camera module 5 to take a skin surface image;
步骤S3,图像处理模块2将皮肤表面图像通过WIFI/蓝牙控制模块1上传至手机;Step S3, the image processing module 2 uploads the skin surface image to the mobile phone through the WIFI/Bluetooth control module 1;
步骤S4,手机上安装的图像分析APP对皮肤表面图像进行运算分析,得出皮肤质量信息,此外,图像分析APP还将皮肤表面图像上传至云端,将皮肤表 面图像与云端的皮肤大数据库进行分析比较,得出一个最接近的皮肤检测分析值。Step S4, the image analysis APP installed on the mobile phone performs operation analysis on the skin surface image to obtain skin quality information, and in addition, the image analysis APP also uploads the skin surface image to the cloud, and the skin table is The facial image is compared with the large skin database in the cloud to obtain a closest skin detection analysis value.
作为一种优选方式,所述步骤S4中,图像分析APP的执行过程包括:As a preferred manner, in the step S4, the execution process of the image analysis APP includes:
步骤S40,所述图像分析APP将图片转换成位图格式;Step S40, the image analysis APP converts the picture into a bitmap format;
步骤S41,获取图片基本信息,图片基本信息包括图片的宽、高、颜色值、点像素值以及行字节数;Step S41: Acquire basic information of the picture, where the basic information of the picture includes a width, a height, a color value, a point pixel value, and a line byte number of the picture;
步骤S42,对图片进行逆反、平滑、滤波、灰度算法处理;Step S42, performing inverse, smoothing, filtering, and grayscale processing on the image;
步骤S43,对图片进行特征数据识别;Step S43, performing feature data recognition on the picture;
步骤S44,将特征数据与云端大数据库内的数据作分析比较;Step S44, comparing the feature data with the data in the cloud large database;
步骤S45,输出运算结果。In step S45, the operation result is output.
关于本发明的测试效果,请参照图5,图5中图片分析的结果为:白度为4级(比较黑),含油量:7,33%(含油量较少),皱纹:46,6%,毛孔:11,637。Regarding the test effect of the present invention, please refer to FIG. 5. The results of the image analysis in FIG. 5 are: whiteness is 4 (relatively black), oil content is 7,33% (less oil content), wrinkles: 46, 6 %, pores: 11,637.
请参照图6,图6中图片分析的结果为:白度为4级(比较黑),含油量为:7,516%(含油量较少),皱纹:45,686%,毛孔:3,574%。Please refer to Figure 6. The results of the image analysis in Figure 6 are: whiteness is 4 (relatively black), oil content is: 7,516% (less oil content), wrinkles: 45,686%, pores: 3, 574%.
请参照图7,图7中图片分析的结果为:白度为4级(比较黑),含油量为:12,221%(含油量较多),皱纹:39,814%,毛孔:16,303%。Please refer to Figure 7. The results of the image analysis in Figure 7 are: whiteness is 4 (relatively black), oil content is: 12,221% (more oil content), wrinkles: 39,814%, pores: 16, 303%.
上述测肤功能包括但不限于测试肌肤水分,油份,色素,纹理,白度,肌肤年龄等。The above skin measurement functions include, but are not limited to, testing skin moisture, oil, color, texture, whiteness, and skin age.
本发明公开的基于微距高清摄像头的皮肤分析装置及方法,其应用在一款美肤的光子面具上,在光子护肤前可以通过APP控制面具上嵌入的三个高清微距摄像头对脸部的皮肤进行拍照,然后通过WIFI把拍取的图片传给手机APP再发送到本地以及云端进行分析,得出被测皮肤的情况,然后APP根据检测的结果个性化定制驱动策略来驱动光子面具的发光类别与强度。 The invention discloses a skin analysis device and method based on a macro high-definition camera, which is applied to a photon mask of a beautiful skin, and can be used to control the face of the face by three high-definition macro cameras embedded on the mask before the photon skin care. The skin is photographed, and then the picture taken by the WIFI is transmitted to the mobile phone APP and then sent to the local and the cloud for analysis to obtain the condition of the measured skin, and then the APP customizes the driving strategy according to the detected result to drive the light of the photon mask. Category and strength.
以上所述只是本发明较佳的实施例,并不用于限制本发明,凡在本发明的技术范围内所做的修改、等同替换或者改进等,均应包含在本发明所保护的范围内。 The above is only a preferred embodiment of the present invention, and is not intended to limit the present invention. All modifications, equivalents, and improvements made within the technical scope of the present invention are intended to be included within the scope of the present invention.

Claims (7)

  1. 一种基于微距高清摄像头的皮肤分析装置,其特征在于,包括有:A skin analysis device based on a macro high-definition camera, characterized in that it comprises:
    多个摄像头模块(5),所述摄像头模块(5)包括有用于拍摄皮肤表面图像的微距高清摄像头;a plurality of camera modules (5), the camera module (5) including a macro high-definition camera for capturing an image of a skin surface;
    一图像处理模块(2),所述摄像头模块(5)连接于图像处理模块(2),且由所述图像处理模块(2)驱动摄像头模块(5)拍摄皮肤表面图像;An image processing module (2), the camera module (5) is connected to the image processing module (2), and the image processing module (2) drives the camera module (5) to capture a skin surface image;
    一WIFI/蓝牙控制模块(1),连接于图像处理模块(2),所述WIFI/蓝牙控制模块(1)用于执行图像处理模块(2)的控制指令而将皮肤表面图像进行无线传输;a WIFI/Bluetooth control module (1) is connected to the image processing module (2), and the WIFI/Bluetooth control module (1) is configured to execute a control instruction of the image processing module (2) to wirelessly transmit the skin surface image;
    一手机,安装有图像分析APP,所述手机通过WIFI/蓝牙控制模块(1)获取皮肤表面图像,且由所述图像分析APP运算得出皮肤质量信息。A mobile phone is installed with an image analysis APP, and the mobile phone acquires a skin surface image through a WIFI/Bluetooth control module (1), and the skin quality information is calculated by the image analysis APP.
  2. 如权利要求1所述的基于微距高清摄像头的皮肤分析装置,其特征在于,还包括有光生物基因LED控制模块(4),其连接于图像处理模块(2),所述光生物基因LED控制模块(4)用于提供光源和进行红外距离检测。The macro-infrared camera-based skin analysis device according to claim 1, further comprising a photobio-gene LED control module (4) coupled to the image processing module (2), the photo-bio-gene LED The control module (4) is used to provide a light source and perform infrared distance detection.
  3. 如权利要求1所述的基于微距高清摄像头的皮肤分析装置,其特征在于,还包括有用于提供电源的电源模块(3)。A macro-infrared camera-based skin analysis device according to claim 1, further comprising a power module (3) for providing a power source.
  4. 一种基于微距高清摄像头的皮肤分析方法,其特征在于,包括有如下步骤:A skin analysis method based on a macro high-definition camera, characterized in that the method comprises the following steps:
    步骤S1,设备初始化,手机与WIFI/蓝牙控制模块(1)建立无线连接,并通过WIFI/蓝牙控制模块(1)向图像处理模块(2)发送测肤指令;Step S1, the device is initialized, the mobile phone establishes a wireless connection with the WIFI/Bluetooth control module (1), and sends a skin measurement command to the image processing module (2) through the WIFI/Bluetooth control module (1);
    步骤S2,图像处理模块(2)响应测肤指令,并驱动摄像头模块(5)拍摄皮肤表面图像;Step S2, the image processing module (2) responds to the skin measurement command, and drives the camera module (5) to take a skin surface image;
    步骤S3,图像处理模块(2)将皮肤表面图像通过WIFI/蓝牙控制模块(1)上传至手机; Step S3, the image processing module (2) uploads the skin surface image to the mobile phone through the WIFI/Bluetooth control module (1);
    步骤S4,手机上安装的图像分析APP对皮肤表面图像进行运算分析,得出皮肤质量信息。In step S4, the image analysis APP installed on the mobile phone performs operation analysis on the skin surface image to obtain skin quality information.
  5. 如权利要求4所述的基于微距高清摄像头的皮肤分析方法,其特征在于,所述步骤S4中,图像分析APP还将皮肤表面图像上传至云端,将皮肤表面图像与云端的皮肤大数据库进行分析比较,得出一个最接近的皮肤检测分析值。The method for analyzing a skin based on a macro-definition camera according to claim 4, wherein in the step S4, the image analysis APP uploads the skin surface image to the cloud, and performs the skin surface image and the cloud skin database. Analyze and compare to get a closest skin test analysis value.
  6. 如权利要求4所述的基于微距高清摄像头的皮肤分析方法,其特征在于,所述步骤S4中,图像分析APP的执行过程包括:The method for analyzing a skin based on a macro-definition camera according to claim 4, wherein in the step S4, the execution process of the image analysis APP comprises:
    步骤S40,所述图像分析APP将图片转换成位图格式;Step S40, the image analysis APP converts the picture into a bitmap format;
    步骤S41,获取图片基本信息;Step S41, acquiring basic information of the picture;
    步骤S42,对图片进行逆反、平滑、滤波、灰度算法处理;Step S42, performing inverse, smoothing, filtering, and grayscale processing on the image;
    步骤S43,对图片进行特征数据识别;Step S43, performing feature data recognition on the picture;
    步骤S44,将特征数据与云端大数据库内的数据作分析比较;Step S44, comparing the feature data with the data in the cloud large database;
    步骤S45,输出运算结果。In step S45, the operation result is output.
  7. 如权利要求6所述的基于微距高清摄像头的皮肤分析方法,其特征在于,所述步骤S41中,图片基本信息包括图片的宽、高、颜色值、点像素值以及行字节数。 The method for analyzing a skin based on a macro high-definition camera according to claim 6, wherein in the step S41, the picture basic information includes a width, a height, a color value, a point pixel value, and a line byte number of the picture.
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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114494104A (en) * 2020-11-13 2022-05-13 上海旁午智能科技有限公司 Intelligent device with skin management analysis function

Families Citing this family (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106503679A (en) * 2016-10-28 2017-03-15 广州市皓品信息科技有限公司 Skin detecting method based on the accurate the matching analysis of high in the clouds big data
CN106666845B (en) * 2017-03-16 2019-01-22 中科(深圳)精准医疗技术有限公司 A kind of brassiere with monitoring function
CN106994002B (en) * 2017-04-12 2024-05-24 广州创弘医疗科技有限公司 Electronic skin mirror device, operation interface for same and switching method
CN109199323B (en) 2017-06-29 2021-01-26 京东方科技集团股份有限公司 Skin detection device, product information determination method, device and system
CN107752980A (en) * 2017-10-16 2018-03-06 广州市皓品信息科技有限公司 A kind of method for detecting eye skin data and combining nursing
CN108764086A (en) * 2018-05-18 2018-11-06 周之仪 A kind of door handle bacterium situation automatic checkout system
CN110740252A (en) 2018-07-20 2020-01-31 华为技术有限公司 image acquisition method, device and terminal
CN109603011A (en) * 2018-11-14 2019-04-12 深圳美丽策光生物科技有限公司 A kind of photon surveys skin skin beautifying apparatus and its processing method
CN109602393A (en) * 2018-11-14 2019-04-12 深圳美丽策光生物科技有限公司 A kind of survey skin system and its survey skin method
KR102074178B1 (en) * 2018-12-27 2020-02-06 (주)로그싱크 Personalized cosmetics information providing system and method
CN110139080B (en) * 2019-06-14 2020-10-27 杭州电子科技大学 Method for obtaining and identifying types of remote high-definition images of minimal media

Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102360420A (en) * 2011-10-10 2012-02-22 星越实业(香港)有限公司 Method and system for identifying characteristic face in dual-dynamic detection manner
US20120281874A1 (en) * 2011-05-05 2012-11-08 Lure Yuan-Ming F Method, material, and apparatus to improve acquisition of human frontal face images using image template
US20130002903A1 (en) * 2006-04-13 2013-01-03 Manico Joseph A Camera user input based image value index
CN203182889U (en) * 2013-04-03 2013-09-11 深圳市有方科技有限公司 Skin detection terminal
CN203195655U (en) * 2013-02-01 2013-09-18 尹新平 Electronic dermatoscope device
CN104586362A (en) * 2015-01-08 2015-05-06 中国科学院自动化研究所 Mobile internet terminal-oriented skin or hair detection and care system
CN105030205A (en) * 2015-08-07 2015-11-11 深圳可思美科技有限公司 Handheld optical high-resolution high-power intelligent skin testing analyzer and system and method thereof

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP3989405B2 (en) * 2003-05-29 2007-10-10 泰尊 中田 Skin analysis system and scalp hair analysis system
CN203025727U (en) * 2012-11-26 2013-06-26 北京鑫光智信软件技术有限公司 Finger-vein authentication device
CN104281769A (en) * 2013-07-12 2015-01-14 中慧有限公司 Skin condition evaluation system
CN104586364B (en) * 2015-01-19 2019-07-09 武汉理工大学 A kind of skin quality detection system and method

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20130002903A1 (en) * 2006-04-13 2013-01-03 Manico Joseph A Camera user input based image value index
US20120281874A1 (en) * 2011-05-05 2012-11-08 Lure Yuan-Ming F Method, material, and apparatus to improve acquisition of human frontal face images using image template
CN102360420A (en) * 2011-10-10 2012-02-22 星越实业(香港)有限公司 Method and system for identifying characteristic face in dual-dynamic detection manner
CN203195655U (en) * 2013-02-01 2013-09-18 尹新平 Electronic dermatoscope device
CN203182889U (en) * 2013-04-03 2013-09-11 深圳市有方科技有限公司 Skin detection terminal
CN104586362A (en) * 2015-01-08 2015-05-06 中国科学院自动化研究所 Mobile internet terminal-oriented skin or hair detection and care system
CN105030205A (en) * 2015-08-07 2015-11-11 深圳可思美科技有限公司 Handheld optical high-resolution high-power intelligent skin testing analyzer and system and method thereof

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114494104A (en) * 2020-11-13 2022-05-13 上海旁午智能科技有限公司 Intelligent device with skin management analysis function

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