技术领域technical field
本发明涉及电子商务平台领域，尤其涉及一种采用签到机制的人脸识别系统。The invention relates to the field of e-commerce platforms, in particular to a face recognition system using a sign-in mechanism.
背景技术Background technique
目前许多游乐场所设置有会员卡可供客户消费使用，一张会员卡一般单独使用也可多人同时使用，多人同时使用时带来了许多不方便，多人使用容易让卡丢失且造成等待的时间过长、效率低，现市面上游乐设备上也设有人脸识别设备，主要是通过单目摄像头，但是每个游乐设备都设置有数据库或者通过服务端里所有店内数据库核对，导致所需数据库容量大而且核对的时间过长，且容易通过相片等方式作弊，使用户的帐户安全性不高。At present, many amusement places have membership cards for customers to use. Generally, a membership card can be used alone or by multiple people at the same time. When multiple people use it at the same time, it brings a lot of inconvenience. If multiple people use it, it is easy to lose the card and cause waiting. The time is too long and the efficiency is low. There are face recognition devices on the amusement equipment in the market, mainly through the monocular camera, but each amusement equipment is equipped with a database or checked by all in-store databases in the server, resulting in the required The database capacity is large and the checking time is too long, and it is easy to cheat through photos and other methods, so that the security of the user's account is not high.
发明内容Contents of the invention
为了实现上述目的，本发明提供了一种采用签到机制的人脸识别系统，包括签到机本体，所述签到机本体包括控制器、识读信息单位、显示屏、数据库及人脸识别单位；所述人脸识别单位为用于采集人脸图像的识别双目摄像头；所述识读信息单位为用于读取卡片信息或在用户录入会员卡信息的数据；所述识读信息单位读取的数据与数据库内数据进行分析与核对；所述摄像头的输出端、所述识读信息单位的输出端分别与控制器的输入端连接，所述控制器的输出端与显示屏的输入端连接，所述控制器与数据库双向连接。In order to achieve the above object, the present invention provides a face recognition system using a sign-in mechanism, including a sign-in machine body, and the sign-in machine body includes a controller, an information reading unit, a display screen, a database, and a face recognition unit; The face recognition unit is a binocular camera used to collect face images; the reading information unit is used to read card information or enter membership card information in the user; the reading information unit reads The data is analyzed and checked with the data in the database; the output end of the camera and the output end of the reading information unit are respectively connected to the input end of the controller, and the output end of the controller is connected to the input end of the display screen, The controller is bidirectionally connected to the database.
优选的，所述操作步骤如下：Preferably, the operation steps are as follows:
S1、用户将卡片插入签到机内或录入会员卡信息，签到机读取卡片信息或在用户录入会员卡信息的数据后，将读取的数据与数据库内数据进行分析与核对；S1. The user inserts the card into the sign-in machine or enters the membership card information, and the sign-in machine reads the card information or after the user enters the data of the membership card information, analyzes and checks the read data with the data in the database;
S2、数据库进行分析与核对后，如是场所的会员时，显示屏显示签到的界面并语音提示；用户通过签到机的摄像头进行人脸图像识别录入，包括录入用户部分上衣和部分背景特征，录入完成后点确认提示签到成功；反之，显示屏显示卡异常界面，语音提示并进行自动退卡；S2. After the database is analyzed and checked, if you are a member of the venue, the display screen will display the check-in interface and voice prompts; the user will perform face image recognition and entry through the camera of the sign-in machine, including the entry of part of the user's shirt and part of the background features, and the entry is complete After clicking confirm, it will prompt that the sign-in is successful; otherwise, the display will display the card abnormality interface, voice prompts and automatically return the card;
S3、若用户有同行人一同使用时，在签到机上增录用户同行人信息，并在设置同行人的使用时间；同行人通过摄像头进行人脸图像识别录入，包括录入用户部分上衣和部分背景特征，录入完成后点确认提示签到成功；S3. If the user has companions to use together, add the user's companion information on the check-in machine, and set the companion's usage time; the companions will use the camera to perform face image recognition and entry, including the entry of part of the user's shirt and some background features , after the input is complete, click Confirm to prompt that the sign-in is successful;
S4、用户在场内项目中的摄像头进行人脸图像的识别，场内项目同步发送信息给自助签订机的数据库进行核对，核对成功后扣除款项后发出指令启动对应项目，反之则不启动；S4. The camera of the user in the on-site project recognizes the face image, and the on-site project synchronously sends information to the database of the self-service signing machine for checking. After the check is successful, the payment is deducted and an instruction is issued to start the corresponding project. Otherwise, it will not start;
S5、签到时间到期后，将停止同行人在场内项目的消费，如需继续使用，用户将从S1开始循环签到操作步骤。S5. After the check-in time expires, the consumption of the on-site items by the companions will be stopped. If they need to continue to use, the user will start the cyclic check-in operation steps from S1.
优选的，所述步骤S4可供多个用户同行人在一个或多个项目中同时操作。Preferably, the step S4 can be operated by multiple users and colleagues in one or more projects at the same time.
优选的，所述人脸识别单位的人脸识别为双目3D人脸识别。Preferably, the face recognition of the face recognition unit is binocular 3D face recognition.
优选的，所述场内项目设备上设有人脸识别装置。所述人脸识别装置为单目人脸识别摄像头。Preferably, the on-site project equipment is provided with a face recognition device. The face recognition device is a monocular face recognition camera.
优选的，所述场内项目为一个或多个，且所述每个场内项目都设有人脸识别，所述签到机为一台或多台。Preferably, there are one or more on-site items, each of which is equipped with face recognition, and one or more check-in machines.
优选的，商家在使用系统时，需要在客户端对会员卡信息、金额的数据同步于签到机的数据库内。Preferably, when merchants use the system, they need to synchronize membership card information and amount data on the client terminal with the database of the sign-in machine.
优选的，所述数据库通过控制器与外置的场内项目数据同步；所述数据库通过控制器与外置的客户端数据同步。Preferably, the database is synchronized with external on-site project data through the controller; the database is synchronized with external client data through the controller.
优选的，所述识读信息单位包括插卡位、出卡位、二维码扫描区、指纹感应区或刷卡感应区，所述显示屏下方设有插卡位，所述插卡位下方设有出卡位，所述插卡位的一方设有二维码扫描区，所述二维码扫描区一边设有指纹感应区或刷卡感应区。Preferably, the reading information unit includes a card insertion position, a card output position, a two-dimensional code scanning area, a fingerprint sensing area or a card swiping sensing area, a card insertion position is provided under the display screen, and a card insertion position is provided under the card insertion position. There is a card outlet, one side of the card insertion position is provided with a two-dimensional code scanning area, and one side of the two-dimensional code scanning area is provided with a fingerprint sensing area or a card swiping sensing area.
优选的，所述控制器分别与显示屏、插卡位、出卡位、数据库、摄像头、二维码扫描区、指纹感应区或刷卡感应区连接。Preferably, the controller is respectively connected to the display screen, the card insertion position, the card output position, the database, the camera, the two-dimensional code scanning area, the fingerprint sensing area or the card swiping sensing area.
本发明的创新点在于：本发明通过用户签到后再对比的方案，使得人脸对比的数据库里需要对比的基数大大减少，从而提高速度以及减少出错率；本方案在需要数量较少签到机上使用成本较高的能进行活动检测的双目摄像头，从而保证了一定要会员本人来签到，保证了会员账户安全；同时在游戏机终端消费时，又只需和已签到的会员人脸对比，这样就使得在数量较多的终端上可以采用成本较低的不能活体检测的单目摄像头也能减少对比出错以及人为的使用照片作弊的可能性。这样大大降低了成本，提高了经济效益。The innovation of the present invention lies in: the present invention uses the scheme of comparison after the user signs in, so that the base number that needs to be compared in the database of face comparison is greatly reduced, thereby increasing the speed and reducing the error rate; The relatively high-cost binocular camera that can detect activities ensures that the member himself must sign in, ensuring the security of the member account; at the same time, when consuming at the game console terminal, it only needs to be compared with the face of the member who has signed in, so that This makes it possible to use a low-cost monocular camera that cannot detect liveness on a large number of terminals, and also reduces the possibility of comparison errors and artificial use of photos to cheat. This greatly reduces the cost and improves the economic efficiency.
附图说明Description of drawings
为了更清楚地说明本发明实施例的技术方案，下面将对实施例中所需要使用的附图作简单地介绍，应当理解，以下附图仅示出了本发明的某些实施例，因此不应被看作是对范围的限定，对于本领域普通技术人员来讲，在不付出创造性劳动的前提下，还可以根据这些附图获得其他相关的附图：In order to illustrate the technical solutions of the embodiments of the present invention more clearly, the accompanying drawings used in the embodiments will be briefly introduced below. It should be understood that the following drawings only show some embodiments of the present invention, and thus It should be regarded as a limitation on the scope. For those of ordinary skill in the art, other related drawings can also be obtained according to these drawings without creative work:
图1：为本发明的产品结构示意图；Fig. 1: is the product structure schematic diagram of the present invention;
图2：为本发明的整体流程示意图；Fig. 2: is the overall schematic diagram of the present invention;
图3：为本发明的签到流程示意图；Figure 3: a schematic diagram of the check-in process of the present invention;
图4：为本发明的场内项目启动流程示意图；Fig. 4: It is a schematic diagram of the start-up process of the on-site project of the present invention;
图5：为本发明系统流程示意图；Fig. 5: is the schematic flow chart of the system of the present invention;
图中：1、签到机本体；2、摄像头；3、显示屏；4、插卡位；5、出卡位；6、感应区；7、二维码扫描区。In the figure: 1. Sign-in machine body; 2. Camera; 3. Display screen; 4. Card insertion position; 5. Card output position; 6. Induction area; 7. QR code scanning area.
具体实施方式Detailed ways
为使本发明实施例的目的、技术方案和优点更加清楚，下面将结合本发明实施例中的附图，对本发明实施例中的技术方案进行清楚、完整地描述，显然，所描述的实施例是本发明一部分实施例，而不是全部的实施例。基于本发明中的实施例，本领域普通技术人员在没有作出创造性劳动前提下所获得的所有其他实施例，都属于本发明保护的范围。因此，以下对在附图中提供的本发明的实施例的详细描述并非旨在限制要求保护的本发明的范围，而是仅仅表示本发明的选定实施例。基于本发明中的实施例，本领域普通技术人员在没有作出创造性劳动前提下所获得的所有其他实施例，都属于本发明保护的范围。In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments It is a part of embodiments of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention. Accordingly, the following detailed description of the embodiments of the invention provided in the accompanying drawings is not intended to limit the scope of the claimed invention, but merely represents selected embodiments of the invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.
结合图1-4，一种采用签到机制的人脸识别系统，包括签到机本体1，所述签到机本体包括控制器、识读信息单位、显示屏3、数据库及人脸识别单位；人脸识别单位为用于采集人脸图像的识别双目摄像头2；识读信息单位为用于读取卡片信息或在用户录入会员卡信息的数据；识读信息单位读取的数据与数据库内数据进行分析与核对；摄像头2的输出端、识读信息单位的输出端分别与控制器的输入端连接，控制器的输出端与显示屏3的输入端连接，所述控制器与数据库双向连接。In conjunction with Figures 1-4, a face recognition system using a sign-in mechanism includes a sign-in machine body 1, and the sign-in machine body includes a controller, a reading information unit, a display screen 3, a database, and a face recognition unit; The recognition unit is the recognition binocular camera 2 used to collect face images; the reading information unit is used to read card information or enter membership card information in the user; the data read by the reading information unit is compared with the data in the database Analysis and verification; the output end of the camera 2 and the output end of the reading information unit are respectively connected to the input end of the controller, the output end of the controller is connected to the input end of the display screen 3, and the controller is bidirectionally connected to the database.
采用签到机制的人脸识别系统的操作步骤如下：The operation steps of the face recognition system using the sign-in mechanism are as follows:
S1、用户将卡片插入自助签到机内或录入会员卡信息，自助签到机读取卡片信息或在用户录入会员卡信息的数据后，将读取的数据与数据库内数据进行分析与核对；S1. The user inserts the card into the self-service check-in machine or enters the membership card information, and the self-service sign-in machine reads the card information or after the user enters the data of the membership card information, the read data is analyzed and checked with the data in the database;
S2、数据库进行分析与核对后，如是场所的会员时，显示屏显示签到的界面并语音提示；用户通过签到机的摄像头进行人脸图像识别录入，包括录入用户部分上衣和部分背景特征，录入完成后点确认提示签到成功；反之，显示屏显示卡异常界面，语音提示并进行自动退卡；S2. After the database is analyzed and checked, if you are a member of the venue, the display screen will display the check-in interface and voice prompts; the user will perform face image recognition and entry through the camera of the sign-in machine, including the entry of part of the user's shirt and part of the background features, and the entry is complete After clicking confirm, it will prompt that the sign-in is successful; otherwise, the display will display the card abnormality interface, voice prompts and automatically return the card;
S3、若用户有同行人一同使用时，在签到机上增录用户同行人信息，并在设置同行人的使用时间；同行人通过摄像头进行人脸图像识别录入，包括录入用户部分上衣和部分背景特征，录入完成后点确认提示签到成功；S3. If the user has companions to use together, add the user's companion information on the check-in machine, and set the companion's usage time; the companions will use the camera to perform face image recognition and entry, including the entry of part of the user's shirt and some background features , after the input is complete, click Confirm to prompt that the sign-in is successful;
S4、用户在场内项目中的摄像头进行人脸图像的识别，场内项目同步发送信息给自助签订机的数据库进行核对，核对成功后扣除款项后发出指令启动对应项目，反之则不启动；S4. The camera of the user in the on-site project recognizes the face image, and the on-site project synchronously sends information to the database of the self-service signing machine for checking. After the check is successful, the payment is deducted and an instruction is issued to start the corresponding project. Otherwise, it will not start;
S5、签到时间到期后，将停止同行人在场内项目的消费，如需继续使用，用户将从S1开始循环签到操作步骤。S5. After the check-in time expires, the consumption of the on-site items by the companions will be stopped. If they need to continue to use, the user will start the cyclic check-in operation steps from S1.
所述步骤S4可供多个用户同行人在一个或多个项目中同时操作。所述人脸识别单位的人脸识别为双目3D人脸识别，所述场内项目的人脸识别为单目人脸识别。所述场内项目为一个或多个，且所述每个场内项目都设有人脸识别，所述签到机在每个场所可为一台或者几台。商家在使用系统时，需要在客户端对会员卡信息、金额的数据同步于签到机的数据库内。所述数据库通过控制器与外置的场内项目数据同步；所述数据库通过控制器与外置的客户端数据同步。所述识读信息单位包括插卡位4、出卡位5、二维码扫描区7、指纹感应区或刷卡感应区6，所述显示屏3下方设有插卡位4，所述插卡位4下方设有出卡位5，所述插卡位4的一方设有二维码扫描区7，所述二维码扫描区7一边设有指纹感应区或刷卡感应区6。控制器分别与显示屏3、插卡位4、出卡位5、数据库、摄像头2、二维码扫描区7、指纹感应区或刷卡感应区6连接。签到机的摄像头使用安全性高的双目摄像，进行3D人脸识别；每个场内项目都设有人脸识别且每个场内项目的摄像头则使用较便宜的单目人脸摄像，场内项目设备上设有人脸识别装置。人脸识别装置为单目人脸识别摄像头。识别时从签到机的数据库中对比识别，在识别准确度高和速度快的同时也可以节约成本。The step S4 can be operated by multiple users and colleagues in one or more projects at the same time. The face recognition of the face recognition unit is binocular 3D face recognition, and the face recognition of the on-site items is monocular face recognition. There are one or more on-site items, and each of the on-site items is equipped with face recognition, and the sign-in machine can be one or several in each place. When merchants use the system, they need to synchronize membership card information and amount data with the database of the sign-in machine on the client side. The database is synchronized with the external on-site project data through the controller; the database is synchronized with the external client data through the controller. The reading information unit includes a card insertion position 4, a card output position 5, a two-dimensional code scanning area 7, a fingerprint sensing area or a card swiping sensing area 6, and a card insertion position 4 is provided below the display screen 3, and the insertion card There is a card outlet 5 below the position 4, a two-dimensional code scanning area 7 is provided on one side of the card insertion position 4, and a fingerprint sensing area or a card swiping sensing area 6 is provided on one side of the two-dimensional code scanning area 7. The controller is respectively connected with the display screen 3, the card insertion position 4, the card output position 5, the database, the camera 2, the two-dimensional code scanning area 7, the fingerprint sensing area or the card swiping sensing area 6. The camera of the sign-in machine uses a highly secure binocular camera for 3D face recognition; each on-site project is equipped with face recognition and the camera of each on-site project uses a cheaper monocular face camera. The project equipment is equipped with a face recognition device. The face recognition device is a monocular face recognition camera. When identifying, compare and identify from the database of the sign-in machine, which can save costs while identifying with high accuracy and speed.
实施例1，用户将卡通过插卡位4插进签到机，签到机的数据库会读取卡的数据并进行分析与核对，核对成功后，显示屏3会显示人脸识别的界面，用户人脸对准摄像头2，且摄像头2可捕捉用户上衣部分显著特征，摄像头2将所获取的信息传输到数据库中存储；当核对不成功时，显示屏3显示卡异常界面，并从出卡位5将卡退出；用户可不插卡，可直接在显示屏3直接输入卡号，或是在感应区6进行指纹感应或是刷卡感应，签到机能获取对应信息，并用其自身数据库分析数据并进行核对，核对成功则通过摄像头2进行人脸识别并录入上衣特征。Embodiment 1, the user inserts the card into the sign-in machine through the card slot 4, and the database of the sign-in machine will read the data of the card and analyze and check it. After the check is successful, the display screen 3 will display the face recognition interface. The face is aligned with the camera 2, and the camera 2 can capture the prominent features of the user's coat, and the camera 2 transmits the acquired information to the database for storage; Withdraw the card; the user can directly input the card number on the display screen 3 without inserting the card, or perform fingerprint sensing or swiping card sensing in the sensing area 6, and the sign-in function can obtain the corresponding information, and use its own database to analyze the data and check it. If successful, face recognition is performed through camera 2 and the features of the top are recorded.
实施例2，用户将卡插进签到机或者录入会员卡信息，签到机读取数据并与数据库数据进行分析与核对，数据库进行分析与核对后，无法找到与会员卡相匹配的信息，签到机显示屏显示卡异常界面，语音提示并进行自动退卡，无法再往下进行任何操作。Embodiment 2, the user inserts the card into the sign-in machine or enters the membership card information, the sign-in machine reads the data and analyzes and checks with the database data, after the database is analyzed and checked, the information matching the membership card cannot be found, the sign-in machine The display screen displays the card abnormality interface, voice prompts and automatically returns the card, and no further operations can be performed.
实施例3，用户将卡插进签到机或者录入会员卡信息，签到机读取数据并与数据库数据进行分析与核对，数据库进行分析与核对后，确认是场所的会员时，自助机显示屏会显示签到的界面并有语音提示；用户通过签到机的摄像头进行人脸图像识别录入，包括录入用户部分上衣和部分背景特征，录入完成后点确认提示签到成功；用户有同行人一同使用时，要在签到机上增录用户同行人信息，并设置同行人的使用时间；同行人通过摄像头进行人脸图像识别录入，包括录入用户部分上衣和部分背景特征，录入完成后点确认提示签到成功；用户在场内项目中的摄像头进行人脸图像的识别，场内项目同步发送信息给自助签订机的数据库进行核对，核对成功后扣除款项后发出指令启动对应项目；在启动场内项目时，每个同行人可以同时启动不同的项目，也可以多个同行人同时启动一个项目；签到时间到期后，将停止同行人在场内项目的消费，用户和同行人可以选择离场，也可以选择继续留在场内，需用户将循环上述签到操作步骤。Embodiment 3, the user inserts the card into the sign-in machine or enters the membership card information, the sign-in machine reads the data and analyzes and checks with the database data, after the database is analyzed and checked, when it is confirmed that it is a member of the place, the self-service machine display screen will The check-in interface is displayed and there is a voice prompt; the user uses the camera of the check-in machine to perform face image recognition and entry, including the entry of part of the user's shirt and part of the background features. After the entry is complete, click Confirm to prompt that the sign-in is successful; Add the information of the user's companions on the check-in machine, and set the use time of the companions; the companions will perform facial image recognition and entry through the camera, including the entry of part of the user's shirt and some background features. After the entry is complete, click Confirm to prompt that the sign-in is successful; the user is present The camera in the on-site project recognizes the face image, and the on-site project synchronously sends information to the database of the self-service signing machine for checking. After the check is successful, the payment is deducted and an instruction is issued to start the corresponding project; Different projects can be started at the same time, and multiple peers can also start a project at the same time; after the check-in time expires, the consumption of the items in the field by the peers will be stopped, and the user and the peers can choose to leave or stay in the field , the user will cycle through the above sign-in operation steps.
实施例4，用户将卡插进签到机或者录入会员卡信息，签到机读取数据并与数据库数据进行分析与核对，数据库进行分析与核对后，确认是场所的会员时，自助机显示屏会显示签到的界面并有语音提示；用户通过签到机的摄像头进行人脸图像识别录入，包括录入用户部分上衣和部分背景特征，录入完成后点确认提示签到成功；用户没有同行人时，则用户单独在场内项目中的摄像头进行人脸图像的识别，场内项目同步发送信息给自助签订机的数据库进行核对，核对成功后扣除款项后发出指令启动对应项目；签到时间到期后，将停止用户在场内项目的消费，用户可以选择离场，也可以选择继续留在场内，需用户将循环上述签到操作步骤。Embodiment 4, the user inserts the card into the sign-in machine or enters the membership card information, the sign-in machine reads the data and analyzes and checks with the database data, after the database is analyzed and checked, when it is confirmed that it is a member of the place, the self-service machine display screen will The check-in interface is displayed and there is a voice prompt; the user uses the camera of the check-in machine to perform face image recognition and entry, including the entry of part of the user's shirt and part of the background features. After the entry is completed, click Confirm to prompt that the sign-in is successful; The camera in the on-site project recognizes the face image, and the on-site project synchronously sends information to the database of the self-service signing machine for checking. After the check is successful, the payment is deducted and an instruction is issued to start the corresponding project; after the check-in time expires, the user will be stopped. For the consumption of internal items, the user can choose to leave the venue, or choose to stay in the venue, and the user will cycle the above check-in operation steps.
本发明通过用户签到后再对比的方案，使得人脸对比的数据库里需要对比的基数大大减少，从而提高速度以及减少出错率；本方案在需要数量较少签到机上使用成本较高的能进行活动检测的双目摄像头，从而保证了一定要会员本人来签到，保证了会员账户安全；同时在游戏机终端消费时，又只需和已签到的会员人脸对比，这样就使得在数量较多的终端上可以采用成本较低的不能活体检测的单目摄像头也能减少对比出错以及人为的使用照片作弊的可能性。这样大大降低了成本，提高了经济效益。In the present invention, through the scheme of comparison after the user signs in, the number of bases that need to be compared in the face comparison database is greatly reduced, thereby increasing the speed and reducing the error rate; The binocular camera for detection ensures that the member must sign in himself, ensuring the security of the member account; at the same time, when consuming at the game console terminal, it only needs to be compared with the face of the member who has signed in, which makes it possible for a large number of A low-cost monocular camera that cannot detect liveness can be used on the terminal, which can also reduce the possibility of comparison errors and artificial use of photos to cheat. This greatly reduces the cost and improves the economic efficiency.
以上所述仅为本发明的优选实施例而已，并不用于限制本发明，对于本领域的技术人员来说，本发明可以有各种更改和变化。凡在本发明的精神和原则之内，所作的任何修改、等同替换、改进等，均应包含在本发明的保护范围之内。应注意到：相似的标号和字母在下面的附图中表示类似项，因此，一旦某一项在一个附图中被定义，则在随后的附图中不需要对其进行进一步定义和解释。The above descriptions are only preferred embodiments of the present invention, and are not intended to limit the present invention. For those skilled in the art, the present invention may have various modifications and changes. Any modifications, equivalent replacements, improvements, etc. made within the spirit and principles of the present invention shall be included within the protection scope of the present invention. It should be noted that like numerals and letters denote similar items in the following figures, therefore, once an item is defined in one figure, it does not require further definition and explanation in subsequent figures.
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811140190.1ACN108960219A (en) | 2018-09-28 | 2018-09-28 | A kind of face identification system using mechanism of registering |
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811140190.1ACN108960219A (en) | 2018-09-28 | 2018-09-28 | A kind of face identification system using mechanism of registering |
| Publication Number | Publication Date |
|---|---|
| CN108960219Atrue CN108960219A (en) | 2018-12-07 |
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201811140190.1APendingCN108960219A (en) | 2018-09-28 | 2018-09-28 | A kind of face identification system using mechanism of registering |
| Country | Link |
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| CN (1) | CN108960219A (en) |
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| PB01 | Publication | ||
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| SE01 | Entry into force of request for substantive examination | ||
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| RJ01 | Rejection of invention patent application after publication | ||
| RJ01 | Rejection of invention patent application after publication | Application publication date:20181207 |