技术领域technical field
本发明属于虚拟试衣技术领域，具体涉及了一种与3D人体模型结合的AR三维虚拟试衣系统。The invention belongs to the technical field of virtual fitting, and in particular relates to an AR three-dimensional virtual fitting system combined with a 3D human body model.
背景技术Background technique
服装作为一种传统零售业，传统的购买方式是“买衣先试穿“，并深受传统思想”眼见为实、耳听为虚”的影响，钟情于亲身试穿、触摸面料等来确定是否购买。现行的二维电子商务却无法满足消费者在这方面的需求。而近期兴起的3D试衣系统就能很好解决这个问题。As a kind of traditional retail industry, clothing is a traditional way of buying clothes, which is "try on clothes before buying", and is deeply influenced by the traditional thinking "seeing is believing, hearing is believing". Whether to buy. The current two-dimensional e-commerce cannot meet the needs of consumers in this regard. And the recently emerging 3D fitting system can solve this problem very well.
现有的3D试衣系统技术虽然为用户解决了试衣难的问题，但普遍在用户的3D模型及服饰效果方面的展示较为单一。在3D效果的展示方面需要借助三维眼镜等附带工具，造成不便的用户体验。在3D人型建造方面花费时间较长，不利于用户体验。Although the existing 3D fitting system technology solves the problem of difficult fitting for users, it generally only displays the user's 3D model and clothing effects. In terms of displaying 3D effects, it is necessary to use additional tools such as 3D glasses, resulting in an inconvenient user experience. It takes a long time to build a 3D figure, which is not conducive to user experience.
发明内容Contents of the invention
为克服上述现有技术的缺点，本发明的目的在于提供一种与3D人体模型结合的AR三维虚拟试衣系统，具有具有良好的应用前景，易于推广特点。In order to overcome the above-mentioned shortcomings of the prior art, the purpose of the present invention is to provide an AR three-dimensional virtual fitting system combined with a 3D human body model, which has good application prospects and is easy to popularize.
为实现上述目的，本发明采用的技术方案是：In order to achieve the above object, the technical scheme adopted in the present invention is:
一种与3D人体模型结合的AR三维虚拟试衣系统，包括用户数据收集录入平台、云端数据库的建立、基于AR技术的互动照相装置、参数化3D人体模型的建立、场景情景模块化搭配试衣推荐模块、360度3D试衣展示系统；An AR three-dimensional virtual fitting system combined with a 3D human body model, including a user data collection and entry platform, the establishment of a cloud database, an interactive camera device based on AR technology, the establishment of a parametric 3D human body model, and scene modular matching fittings Recommendation module, 360-degree 3D fitting display system;
所述的用户数据录入收集平台，包括人体基本身型信息录入界面、后期数据处理平台，用户在显示界面输入的自身的基本信息，通过所获取的人体信息包括：性别、年龄、身高、体重、胸围、腰围、臀围等，通过上述用户信息的基本获取，得到用户的初级数据；The user data entry and collection platform includes a basic body shape information entry interface and a later data processing platform. The user's own basic information is input on the display interface, and the obtained human body information includes: gender, age, height, weight, Chest circumference, waist circumference, hip circumference, etc., through the basic acquisition of the above-mentioned user information, the primary data of the user is obtained;
所述的云端数据库与用户数据收集录入平台进行通讯连接，将用户初期数据收集录入平台所收集的数据走云端连接的数据库或云端进行数据存储，同时，云端数据中还存有服饰的相关信息，及人类基本的身型相关数据；The cloud database is communicated with the user data collection and entry platform, and the data collected by the user's initial data collection and entry platform is stored in the database connected to the cloud or in the cloud for data storage. At the same time, there are clothing related information in the cloud data. And basic human body shape related data;
所述的基于AR技术的互动照相装置，包括照相机、扫描机、图像转换器、传送转换器、显示屏，用户通过移动端或固定端的照相机或扫描机，将自身影像通过平台图像转换器及传送装换器转换叠加成三维图像，显示到移动端的显示屏上，同时，方便用户体验；The interactive camera device based on AR technology includes a camera, a scanner, an image converter, a transmission converter, and a display screen. The user uses a camera or a scanner on a mobile terminal or a fixed terminal to transmit his own image through the platform image converter and The changer transforms and superimposes into a three-dimensional image, which is displayed on the display screen of the mobile terminal, and at the same time, it is convenient for the user to experience;
所述的参数化3D人体模型与用户收集数据录入平台及云端数据库进行网络共享连接，通过人体身型基本数据建立多个标准化初期模型，在终端扫描机及AR互动照相装置综合得出的准确数据，进行后期人体模型的修改，以减少3D人型生成时间，同时，用户身型的准确数据也会通过互联网同步到数据录入平台及云端数据库中；The parametric 3D human body model is connected to the user collection data input platform and the cloud database through network sharing and connection, multiple standardized initial models are established through the basic data of the human body shape, and the accurate data is synthesized by the terminal scanner and the AR interactive camera device , to modify the human body model in the later stage to reduce the generation time of 3D human figure. At the same time, the accurate data of the user's body shape will also be synchronized to the data entry platform and cloud database through the Internet;
所述场景情景模块化搭配试衣推荐模块根据用户的身型外形数据，及用户所提供的相关场景情景，所述场景选择模块包括的场景有：聚会，职场，校园等，方便系统为用户提供更合适的服饰推荐。According to the user's body shape and shape data and the relevant scene scenarios provided by the user, the scenario selection module includes scenes such as parties, workplaces, campuses, etc., so that the system can provide users with More suitable clothing recommendations.
360度3D试衣展示系统与参数化3D人体模型的建立及场景情景模块化搭配试衣推荐连接，根据用户自身需求，选出自己喜爱的服饰，试穿在3D人体模型上，让用户选出更适合自己的服饰。The 360-degree 3D fitting display system is connected with the establishment of a parametric 3D human body model and the scene modular matching fitting recommendation. According to the user's own needs, he can choose his favorite clothing and try it on the 3D human body model, allowing the user to choose Clothing that suits you better.
所述的用户数据录入收集平台，包括人体基本身型信息录入界面、后期数据处理平台，用户在显示界面输入的自身的基本信息，通过所获取的人体信息包括：性别、年龄、身高、体重、胸围、腰围、臀围。The user data entry and collection platform includes a basic body shape information entry interface and a later data processing platform. The user's own basic information is input on the display interface, and the obtained human body information includes: gender, age, height, weight, Bust, waist, hips.
所述的云端数据库将初期的用户基本信息，建立数据库，走云端连接数据库或者云端，进行数据存储。The cloud database establishes a database with initial user basic information, connects to the database or the cloud through the cloud, and stores the data.
所述的照相机用于拍摄人脸五官、肤色等相关信息；The camera is used to capture relevant information such as facial features, skin color, etc.;
所述的扫描机用于扫描身型的相关信息，如：上身与下身的整体比例、身型的整体特征等，用于后期对用户的服饰推荐；The scanning machine is used to scan the relevant information of the body type, such as: the overall ratio of the upper body and the lower body, the overall characteristics of the body type, etc., for later clothing recommendation to the user;
所述图像转换器及传送转换器通过AR技术将图片形式叠加转换成立体图像；The image converter and the transmission converter superimpose and convert the picture form into a stereoscopic image through AR technology;
所述显示屏将AR技术转换的立体图像展现在用户的移动端或固定端屏幕上，方便用户体验。The display screen displays the three-dimensional image converted by AR technology on the user's mobile terminal or fixed terminal screen to facilitate user experience.
所述的场景情景模块化搭配试衣推荐，根据用户的身型外形数据，及用户所提供的相关场景情景，所述场景选择模块包括的场景有：聚会，职场，校园，方便系统为用户提供更合适的服饰推荐。The scene scenario modularization is matched with the fitting recommendation, according to the user's body shape data, and the relevant scene scenarios provided by the user, the scenes included in the scene selection module are: party, workplace, campus, and the convenience system provides users with More suitable clothing recommendations.
终端扫描机用于人体的360度扫描，为参数化3D人体模型提供精准数据，测量数据包括身高、体重、胸围、腰围、臀围、臂宽、臂长等更加细节性的数据；The terminal scanner is used for 360-degree scanning of the human body, providing accurate data for the parametric 3D human body model. The measurement data includes more detailed data such as height, weight, chest circumference, waist circumference, hip circumference, arm width, and arm length;
基本数据初期标准化人体模型，通过对国际人体所研究的标准数据以1:1模型建立，保证人体模型的标准化。同时，对各个模型进行具体标注，生成序列号，方便后期修改。The initial standardized human body model of the basic data is established with a 1:1 model based on the standard data of international human body research to ensure the standardization of the human body model. At the same time, each model is specifically marked and a serial number is generated to facilitate later modification.
所述的参数化3D人体模型，通过人体身型基本数据建立多个标准化初期模型，在终端扫描机及AR互动照相装置综合得出的准确数据，进行后期人体模型的修改，方便系统更好的把握用户身型。The parametric 3D human body model is based on the basic data of the human body shape to establish a number of standardized initial models, and the accurate data obtained by the terminal scanner and the AR interactive camera device is used to modify the human body model in the later stage to facilitate better system development. Grasp the user's body shape.
参数化3D人体模型在拥有用户基本数据后，通过序列号对初期标准化模型进行修改，并保存。同时，用户在虚拟试穿服饰时，也可以根据自身情况，对于模型进行再次修改。After the parametric 3D human body model has the user's basic data, the initial standardized model is modified and saved through the serial number. At the same time, when users try on clothing virtually, they can also modify the model again according to their own conditions.
场景选择模块包括的场景有：聚会，职场，校园。对于以上三大类下还有多个细分的小情景供用户选择。The scenes included in the scene selection module are: parties, workplaces, and campuses. For the above three categories, there are multiple subdivided scenarios for users to choose from.
3D试衣系统还包括在线购买服务，系统与相近的各品牌厂家、商场、购物平台等购物渠道通过网络连接，用户可直接通过本系统购买到自己心仪的服饰。The 3D fitting system also includes online purchase service. The system is connected to shopping channels such as similar brand manufacturers, shopping malls, and shopping platforms through the network. Users can directly purchase their favorite clothing through this system.
移动端包括手机、pad、平板电脑，固定端包括台式电脑、座机等。The mobile terminal includes mobile phones, pads, and tablet computers, and the fixed terminal includes desktop computers and landlines.
本发明的有益效果是：The beneficial effects of the present invention are:
本系统通过用户数据及云端数据库，在较短时间内建立一个身形接近的三维人体模特，让用户能全方位的观察和感受服饰对人体的贴切程度，以避免用户体验单一的展示效果。同时，通过AR技术的互动照相装置将用户的试衣效果直接在移动端或固定端展示，方便用户的试衣体验。This system uses user data and cloud database to create a 3D mannequin with close body shape in a relatively short period of time, allowing users to observe and feel the suitability of clothing to the human body in an all-round way, so as to avoid users experiencing a single display effect. At the same time, through the interactive camera device of AR technology, the user's fitting effect is directly displayed on the mobile or fixed end, which is convenient for the user's fitting experience.
通过该系统可实现在线三维试穿，并根据个人体型特征进行衣物与鞋类风格搭配，还可通过顺应市场化发展的360度全方位观察的3D服装试衣系统满足消费者个性化需求，这将成为一种新网络服装营销平台和网络服装营销手段。Through this system, online three-dimensional try-on can be realized, and clothing and footwear styles can be matched according to personal body characteristics. It can also meet the individual needs of consumers through a 360-degree all-round observation 3D clothing fitting system that complies with market-oriented development. It will become a new online clothing marketing platform and online clothing marketing means.
本发明提供的一种试衣系统集服装、配饰及场景于一体，根据不同客户不同体形及不同要求，为客户选择合适得体的服装。相较与现有技术省去了不停脱换衣服的烦恼，省去了辅助工具的不适，省去了等待生成模型的时间，为用户提供更好的消费体验。具有良好的应用前景，值得推广。The fitting system provided by the present invention integrates clothing, accessories and scenes, and can select suitable and decent clothing for customers according to their different body shapes and different requirements. Compared with the existing technology, it saves the trouble of constantly taking off and changing clothes, saves the discomfort of auxiliary tools, saves the time of waiting for the generated model, and provides users with a better consumption experience. It has a good application prospect and is worth popularizing.
附图说明Description of drawings
图1为本发明试衣系统的信息录入图。Fig. 1 is the information entry diagram of the fitting system of the present invention.
图2为本发明试衣系统的工作流程图。Fig. 2 is a work flow chart of the fitting system of the present invention.
具体实施方式detailed description
下面结合附图对本发明作进一步详细说明。The present invention will be described in further detail below in conjunction with the accompanying drawings.
一种与3D人体模型结合的AR三维虚拟试衣系统，包括用户数据收集录入平台、云端数据库、基于AR技术的互动照相装置、参数化3D人体模型、场景情景模块化搭配试衣推荐模块、360度3D试衣展示系统。An AR three-dimensional virtual fitting system combined with a 3D human body model, including a user data collection and entry platform, a cloud database, an interactive camera device based on AR technology, a parametric 3D human body model, a scene modular matching fitting recommendation module, and a 360 3D fitting display system.
所述用户数据收集录入平台1，包括人体基本身型信息录入界面、后期数据处理平台，用户在显示界面输入的自身的基本信息，通过后期数据处理，获取用户形体的初级数据；用户在显示界面输入的自身的基本信息，（如图1）所获取的人体信息包括：性别、年龄、身高、体重、胸围、腰围、臀围等，后期平台会自动分类整理，以获得用户的基本数据。The user data collection and entry platform 1 includes a human body basic body type information entry interface and a post-stage data processing platform. The user's own basic information input on the display interface, through post-stage data processing, obtains the primary data of the user's body; Enter the basic information of oneself, (as shown in Figure 1), the obtained human body information includes: gender, age, height, weight, bust, waist, hip, etc., and the platform will automatically classify and organize later to obtain the user's basic data.
所述云端数据库2与用户数据收集录入平台1进行通讯连接，将用户数据收集录入平台所收集的数据走云端连接的数据库或云端进行数据存储；The cloud database 2 communicates with the user data collection and entry platform 1, and the data collected by the user data collection and entry platform is stored in a database connected to the cloud or in the cloud;
通过对国际人体所研究的标准数据以1:1模型建立，保证人体模型的标准化。同时，对各个模型进行具体标注，生成序列号，方便后期修改。Through the establishment of a 1:1 model for the standard data of international human body research, the standardization of the human body model is guaranteed. At the same time, each model is specifically marked and a serial number is generated to facilitate later modification.
所述基于AR技术的互动照相装置3，包括照相机、扫描机、图像转换器、传送转换器、显示屏；用户通过移动端或固定端的照相机或扫描机，将自身影像通过平台图像转换器及传送装换器转换叠加成三维图像，显示到移动端的显示屏上；用于对用户的五官及身型进一步的数据化；所述照相机用于拍摄人脸五官、肤色等相关信息；所述扫描机用于扫描身型的相关信息；所述图像转换器及传送转换器通过AR技术将图片形式叠加转换成立体图像；所述显示屏将AR技术转换的立体图像展现在用户的移动端或固定端屏幕上，方便用户体验。The interactive camera device 3 based on AR technology includes a camera, a scanner, an image converter, a transmission converter, and a display screen; the user uses a camera or a scanner at a mobile terminal or a fixed terminal to transmit his own image through the platform image converter and The changer transforms and superimposes a three-dimensional image, which is displayed on the display screen of the mobile terminal; it is used to further digitize the user's facial features and body shape; the camera is used to take pictures of facial features, skin color and other related information; the scanner It is used to scan the relevant information of the body shape; the image converter and the transmission converter superimpose and convert the picture form into a stereoscopic image through AR technology; the display screen displays the stereoscopic image converted by AR technology on the user's mobile terminal or fixed terminal screen for easy user experience.
终端扫描机对人体进行360度扫描，为参数化3D人体模型提供精准数据，测量数据包括身高、体重、胸围、腰围、臀围、臂宽、臂长等更加细节性的数据；The terminal scanning machine scans the human body at 360 degrees to provide accurate data for the parametric 3D human body model. The measurement data includes more detailed data such as height, weight, bust, waist, hip, arm width, and arm length;
所述参数化3D人体模型模块4与用户收集数据录入平台1及云端数据库2进行网络共享连接，通过人体身型基本数据建立多个标准化初期模型，在终端扫描机及AR互动照相装置综合得出的准确数据，进行后期人体模型的修改，以减少3D人型生成时间，同时，用户身型的准确数据也会通过互联网同步到数据录入平台及云端数据库中；The parameterized 3D human body model module 4 is connected to the user collection data entry platform 1 and the cloud database 2 for network sharing, and a plurality of standardized initial models are established through the basic data of the human body shape, and the terminal scanner and the AR interactive camera device are integrated to obtain Accurate data, modify the human body model in the later stage, so as to reduce the generation time of 3D human figure, and at the same time, the accurate data of the user's body shape will also be synchronized to the data entry platform and cloud database through the Internet;
参数化3D人体模型在拥有用户基本数据后，通过序列号对初期标准化模型以点线面的形式进行细节性修改，并保存。After the parametric 3D human body model has the user's basic data, the initial standardized model is modified in detail in the form of points, lines and planes through the serial number, and saved.
云端数据库与用户数据收集录入平台进行通讯连接，将用户初、中、末期数据收集录入平台所收集的数据走云端连接的数据库或云端进行数据存储。同时，云端数据中还存有服饰的相关信息，及人类基本的身型相关数据。The cloud database communicates with the user data collection and entry platform, and the data collected by the user's initial, middle and final data collection and entry platform is stored in the database connected to the cloud or in the cloud. At the same time, the cloud data also contains clothing-related information and basic human body shape-related data.
所述场景情景模块化搭配试衣推荐模块5与所述云端数据库2及用户收集数据录入平台1连接，根据用户的身型外形数据，及用户所提供的相关场景情景，方便系统为用户推荐合适的服饰；场景选择模块包括的场景有：聚会，职场，校园。对于以上三大类下还有多个细分的小情景供用户选择更合适的服饰推荐。The modular matching fitting recommendation module 5 of the scene scene is connected with the cloud database 2 and the user collection data input platform 1, and according to the user's body shape and shape data, and the relevant scene scene provided by the user, the system is convenient for recommending suitable clothes for the user. clothing; the scenes included in the scene selection module are: parties, workplaces, and campuses. For the above three categories, there are multiple subdivided small scenarios for users to choose more suitable clothing recommendations.
所述360度3D试衣展示系统6与参数化3D人体模型模块4及场景情景模块化搭配试衣推荐5连接，根据用户自身需求，选出自己喜爱的服饰，试穿在3D人体模型上，让用户拥有更适合自己的服饰。The 360-degree 3D fitting display system 6 is connected with the parameterized 3D human body model module 4 and the scenario modular matching fitting recommendation 5. According to the user's own needs, he can choose his favorite clothing and try it on the 3D human body model. Allow users to have clothing that suits them better.
所述的参数化3D人体模型，通过人体身型基本数据建立多个标准化初期模型，在终端扫描机及AR互动照相装置综合得出的准确数据，进行后期人体模型的修改，方便系统更好的把握用户身型。The parametric 3D human body model is based on the basic data of the human body shape to establish a number of standardized initial models, and the accurate data obtained by the terminal scanner and the AR interactive camera device is used to modify the human body model in the later stage to facilitate better system development. Grasp the user's body type.
为方便用户使用，系统提供移动端包括手机、pad、平板电脑，固定端包括台式电脑、座机等多方面的网页需求。For the convenience of users, the system provides mobile terminals including mobile phones, pads, tablets, and fixed terminals including desktop computers and landlines.
为了给用户创造更好的消费体验，系统与相近的各品牌厂家、商场、购物平台等购物渠道通过网络连接，用户可直接通过本系统购买到自己心仪的服饰。In order to create a better consumer experience for users, the system is connected to shopping channels such as similar brand manufacturers, shopping malls, and shopping platforms through the network, and users can directly purchase their favorite clothing through this system.
当用户使用本系统时，在虚拟试穿服饰时，也可以根据自身情况，对于模型进行再次修改。系统会自动记录用户的改动数据，消费习惯，喜爱的服饰风格等信息，方便为用户提供更好的使用体验。When users use this system, they can also modify the model again according to their own conditions when they try on clothes virtually. The system will automatically record the user's change data, consumption habits, favorite clothing styles and other information, so as to provide users with a better experience.
参见图1、2，See Figures 1 and 2,
1）用户管理系统1) User management system
注册成功后即可登录，首先要完成个人信息，包括两部分：一部分是用于电子商务的基本信息，包括姓名、住址、联系方式；另一部分信息用于3D人体模型的建立，包括性别、脸型、、身高、肩宽、腰围、胸围、臀围、腿长、发型；After successful registration, you can log in. First, you must complete your personal information, which includes two parts: one part is the basic information for e-commerce, including name, address, and contact information; the other part of information is used to create a 3D human body model, including gender and face shape. ,, height, shoulder width, waist circumference, bust circumference, hip circumference, leg length, hairstyle;
2）AR技术的互动照相装置进行照相及信息录入2) AR technology interactive camera device for taking pictures and information input
AR技术的互动照相装置通过照相、扫描并记录人体脸部特征，随后与3D人体模型结合，呈现虚拟效果，基于AR技术的互动照相装置通过简单的操作，用户便可以将自身所处环境的真实影像与虚拟场景相结合，形象逼真，产生了“身未动、景已远、足不出户、遍游天下”的效果。The interactive camera device of AR technology takes pictures, scans and records the facial features of the human body, and then combines it with the 3D human body model to present a virtual effect. The interactive camera device based on AR technology allows users to capture the real environment they are in through simple operations. The image is combined with the virtual scene, and the image is lifelike, producing the effect of "the body is not moving, the scenery is far away, and you can travel around the world without leaving home".
3）使用预设模块，建立参数化3D人体模型3) Use preset modules to create a parametric 3D human body model
3D人体模型是三维试衣系统的主体。输入完信息后即可生成一个属于用户的3D人体模型，保存为默认3D人模，进入服装试衣系统可直接使用，不用每次登录进行设置。要求不高的用户可以直接选择系统内标准人体模型，同时，给要求高的用户提供了一系列个性化设置。AR技术的互动照相装置和体型设置、脸型设置等多元化设置方式，简单直观，用户可以根据自己体型进行微调，并生成自己满意的3D人体模型；The 3D human body model is the main body of the 3D fitting system. After entering the information, a 3D human body model belonging to the user can be generated and saved as the default 3D human model, which can be used directly after entering the clothing fitting system, without having to log in every time to set it up. Users with low requirements can directly select the standard human body model in the system, and at the same time, a series of personalized settings are provided for users with high requirements. The AR technology's interactive camera device, body shape setting, face setting and other diversified setting methods are simple and intuitive. Users can fine-tune according to their own body shape and generate a 3D human body model that they are satisfied with;
4）360度3D试衣系统推荐服装库4) 360-degree 3D fitting system recommended clothing library
服饰库会随机匹配并推荐符合用户的服饰；The clothing library will randomly match and recommend clothing that matches the user;
5）试衣场景设置5) Fitting scene setting
用户选择自己满意的服饰后，进行场景设置；After the user chooses the clothing he is satisfied with, set the scene;
6）360度展示6) 360-degree display
并利用OpenGL的旋转函数可以让3D人体模型进行360度旋转展示；And use the rotation function of OpenGL to make the 3D human body model rotate 360 degrees;
7）形象拍照保存7) Save the image by taking pictures
从各个角度观察服饰的效果，并对形象拍照保存，用户满意后可加入购物车随即购买。Observe the effect of clothing from various angles, and take pictures of the image to save. After the user is satisfied, he can add it to the shopping cart and buy it immediately.
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710599616.9ACN107240007A (en) | 2017-07-21 | 2017-07-21 | A kind of AR three-dimensional virtual fitting systems combined with 3D manikins |
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710599616.9ACN107240007A (en) | 2017-07-21 | 2017-07-21 | A kind of AR three-dimensional virtual fitting systems combined with 3D manikins |
| Publication Number | Publication Date |
|---|---|
| CN107240007Atrue CN107240007A (en) | 2017-10-10 |
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201710599616.9APendingCN107240007A (en) | 2017-07-21 | 2017-07-21 | A kind of AR three-dimensional virtual fitting systems combined with 3D manikins |
| Country | Link |
|---|---|
| CN (1) | CN107240007A (en) |
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| RJ01 | Rejection of invention patent application after publication | ||
| RJ01 | Rejection of invention patent application after publication | Application publication date:20171010 |