CN104732602A - Attendance checking method based on cloud human face and expression recognition - Google Patents

Attendance checking method based on cloud human face and expression recognition Download PDF

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Publication number
CN104732602A
CN104732602A CN201510059608.6A CN201510059608A CN104732602A CN 104732602 A CN104732602 A CN 104732602A CN 201510059608 A CN201510059608 A CN 201510059608A CN 104732602 A CN104732602 A CN 104732602A
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China
Prior art keywords
work attendance
information
clouds
face
method based
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Granted
Application number
CN201510059608.6A
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Chinese (zh)
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CN104732602B (en
Inventor
任文龙
刘明华
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Sichuan Changhong Electric Co Ltd
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Sichuan Changhong Electric Co Ltd
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Priority to CN201510059608.6A priority Critical patent/CN104732602B/en
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    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07CTIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C1/00Registering, indicating or recording the time of events or elapsed time, e.g. time-recorders for work people
    • G07C1/10Registering, indicating or recording the time of events or elapsed time, e.g. time-recorders for work people together with the recording, indicating or registering of other data, e.g. of signs of identity
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16Human faces, e.g. facial parts, sketches or expressions
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16Human faces, e.g. facial parts, sketches or expressions
    • G06V40/174Facial expression recognition

Abstract

The invention discloses an attendance checking method based on cloud human face and expression recognition. The attendance checking method is characterized by comprising the following steps: (1) applying an attendance checking number; (2) carrying out attendance checking registering; (3) starting to check attendance; (4) carrying out cloud recognition; and (5) finishing attendance checking. The attendance checking method has simple steps and is convenient to use; a user can use own intelligent equipment to carry out the attendance checking by punching a card, so that the attendance checking at different positions through different manners is realized, the experience value of the user is improved and the attendance checking positivity of the user is easily improved; and meanwhile, by virtue of a cloud recognition technology, upgrading optimization and function improvement of a product are convenient to realize, so that the attendance checking method is suitable for popularization and application.

Description

A kind of Work attendance method based on high in the clouds face and Expression Recognition
Technical field
The present invention relates to a kind of Work attendance method, particularly relate to a kind of Work attendance method based on high in the clouds face and Expression Recognition.
Background technology
Along with the fast development of network technology and intelligent terminal, intelligent handheld device has been the requisite ingredient of daily life; Simultaneously wifi wireless network also becomes the infrastructure of office space and public place gradually, and the popularization of 3G, 4G network makes that networking speed is faster, online rate are more cheap; Computer vision technique can do more thing meeting outside face identification functions, and these factors all impel the application based on high in the clouds more and more extensive.
For the face attendance record terminal equipment of office space, prior art only supports basic attendance checking function, and function is simple, and control mode is single, and position is fixed, and user experience value is low.
Summary of the invention
The object of the present invention is to provide a kind of Work attendance method based on high in the clouds face and Expression Recognition, for enriching the function that work attendance is checked card, expanding the degree of freedom that work attendance is checked card, utilize high in the clouds technology to improve the reliability of face and Expression Recognition work attendance.
Object of the present invention is achieved through the following technical solutions:
Based on a Work attendance method for high in the clouds face and Expression Recognition, it comprises the following steps:
(1) work attendance number is applied for
Keeper uses intelligent terminal to pass through to send authentication information application work attendance number to high in the clouds, also comprises the wifi information that one can identify local position in authentication information, and high in the clouds receives asks and sends work attendance number to keeper after checking the authentication information of applicant;
(2) work attendance registration
Keeper gathers face and the facial expression image information of work attendance personnel, and the face of collection and facial expression image information are uploaded to high in the clouds and register;
(3) work attendance starts
Work attendance personnel utilize intelligent terminal to gather self face and facial expression image information, and work attendance positional information, view data and Request Control director data upload to high in the clouds;
(4) high in the clouds identifies
High in the clouds identifies at the face of corresponding registration and facial expression image information bank according to work attendance number, and whether check positional information consistent;
(5) work attendance is completed
High in the clouds sends image recognition and checking-in result to the intelligent terminal of work attendance personnel, and by intelligent terminal to the corresponding information displaying of work attendance personnel.
Further technical scheme is, after completing work attendance, high in the clouds utilizes the information of the work attendance personnel detected, the intelligent terminal to corresponding work attendance personnel pushes personalized advertisement.
Further technical scheme is, the authentication information that in step (1), keeper uses intelligent terminal to send to high in the clouds comprises user name, password, mailbox, the geographical location information of work attendance and the Logo of unit of company.
Further technical scheme is, described work attendance positional information is by wifi identification information or is determined by GPS position information.
Further technical scheme is, described intelligent terminal is intelligent handheld device or the PC of network enabled function.
Further technical scheme is, the Request Control director data in described step (3) comprises work attendance number, geographical location information, network identification information, solicited message of checking card, temporal information, inquiry request information.
Further technical scheme is, described geographical location information is the relative distance in GPS information or latitude and longitude information or work attendance geographic position and working geographic position.
Further technical scheme is, described network identification information is the SSID information of wireless network, IP address information, mac address information or wifi equipment identification information.
Further technical scheme is, described inquiry request information is the statistical information of part or full complement's attendance record in a period of time.
Further technical scheme is, described high in the clouds comprises the expression information of face, the age information of face, the gender information of face to the image recognition result that the intelligent terminal of work attendance personnel sends.
The present invention comparatively prior art compares, and has the following advantages and beneficial effect:
Work attendance method step of the present invention is simple, easy to use, supports to utilize the smart machine of oneself to carry out checking card work attendance, achieves the work attendance at diverse location, different modes, improves the experience value of user, contributes to the enthusiasm promoting user's work attendance; Adopt high in the clouds recognition technology simultaneously, facilitate product up-gradation optimization and function to improve.
Embodiment
Below in conjunction with embodiment, the present invention is described in further detail:
Embodiment
A kind of Work attendance method based on high in the clouds face and Expression Recognition of the present invention, first need to apply for work attendance number, namely keeper uses intelligent terminal to pass through to send authentication information application work attendance number to high in the clouds, also comprise the wifi information that one can identify local position in authentication information, high in the clouds receives asks and sends work attendance number to keeper after checking the authentication information of applicant.Described intelligent terminal is intelligent handheld device or the PC of network enabled function, and the intelligent terminal used in the present embodiment is smart mobile phone.The authentication information that keeper uses intelligent terminal to send to high in the clouds comprises user name, password, mailbox, the geographical location information of work attendance and the Logo of unit of company.Keeper mentioned here is equivalent to the personnel of company management's work attendance, usually serves as keeper by human resource management personnel.Concrete, keeper uses smart mobile phone to fill in user name, password, the geographical location information of work attendance and the Logo of unit of company, and sends application request to high in the clouds, and described user name can be the pet name.High in the clouds receives ask and after checking legal information, to keeper's mailbox transmission work attendance number, completes work attendance application work.The use of work attendance number can be divided into two ranks: work attendance and management.Attendance checking function does not need the input of password, and management function needs the checking of password.
Then carry out work attendance registration, work attendance registration gathers face and the facial expression image information of work attendance personnel primarily of keeper, and the face of collection and facial expression image information are uploaded to high in the clouds and register.User's registration is one of content of management, password authority is utilized to operate by keeper, after opening registration operation, correct face and the facial expression image data gathering work attendance personnel under suitable illumination condition, and upload high in the clouds and register, using the reference data as follow-up identification.Described user is company personnel, i.e. said work attendance personnel in present specification, namely by the object of work attendance.The expression information of described face comprises smile, make fun, sell sprout, the common expression such as be cool.
After completing work attendance registration, can start work attendance, work attendance personnel utilize intelligent terminal to gather self face and facial expression image information, and work attendance positional information, view data and Request Control director data upload to high in the clouds.Described work attendance positional information is by wifi identification information or is determined by GPS position information.Described Request Control director data comprises work attendance number, geographical location information, network identification information, solicited message of checking card, temporal information, inquiry request information.Described geographical location information is the relative distance in GPS information or latitude and longitude information or work attendance geographic position and working geographic position.Described network identification information is the SSID information of wireless network, IP address information, mac address information or wifi equipment unique identification information.Described inquiry request information is the statistical information of part or full complement's attendance record in a period of time.
Next be that high in the clouds identifies, high in the clouds identifies at the face of corresponding registration and facial expression image information bank according to work attendance number.
Then be the step of work attendance, namely high in the clouds sends image recognition and checking-in result to the intelligent terminal of work attendance personnel, and by intelligent terminal to the corresponding information displaying of work attendance personnel.Described high in the clouds comprises the expression information of face, the age information of face, the gender information of face to the image recognition result that the intelligent terminal of work attendance personnel sends.The age information of described face is the identification information of age bracket, comprises society's address such as upper classification such as common teenager, uncle etc.The gender information of described face is man, female, unknown three kinds.
Work attendance method of the present invention also can utilize the information of the work attendance personnel detected in high in the clouds after completing work attendance, and the intelligent terminal to corresponding work attendance personnel pushes personalized advertisement.Send advertisement to work attendance personnel targetedly by Work attendance method of the present invention, user's acceptance of ad content can be improved, and then reach the win-win & mutual benefit of user and enterprise.
In order to set forth the present embodiment preferably, enumerate a comprehensive example here.Suppose that A is the attendance management personnel of M company, B is the work attendance personnel of the said firm, and A uses intelligent mobile phone terminal application program to high in the clouds application work attendance number, the solicited message sent is the pet name: M company, password: 123456, mailbox: xxx@163.com, position: the GPS information of M company.High in the clouds distribute work attendance number be 888, so A just can utilize work attendance account 888 and 123456 login application program and open registering functional for B carry out face smile express one's feelings registration work.After succeeding in registration, the smart mobile phone of oneself when B is on duty, just can be used to carry out work attendance work.The data that B sends to high in the clouds when work attendance are work attendance number: 888, smile facial expression image data, GPS position information.After Algorithm Analysis is carried out to face smile facial expression image data in high in the clouds, draw the legal identity of B and judge that B is the more fat young woman of body weight, the intelligent mobile phone terminal thus to B pushes the relevant advertisement of fat-reducing, to reach the object of win-win progress.
The foregoing is only preferred embodiment of the present invention, not in order to limit the present invention, all any amendments done within the spirit and principles in the present invention, equivalent replacement and improvement etc., all should be included within protection scope of the present invention.

Claims (10)

1., based on a Work attendance method for high in the clouds face and Expression Recognition, it is characterized in that, it comprises the following steps:
(1) work attendance number is applied for
Keeper uses intelligent terminal to pass through to send authentication information application work attendance number to high in the clouds, also comprises the wifi information that one can identify local position in authentication information, and high in the clouds receives asks and sends work attendance number to keeper after checking the authentication information of applicant;
(2) work attendance registration
Keeper gathers face and the facial expression image information of work attendance personnel, and the face of collection and facial expression image information are uploaded to high in the clouds and register;
(3) work attendance starts
Work attendance personnel utilize intelligent terminal to gather self face and facial expression image information, and work attendance positional information, view data and Request Control director data upload to high in the clouds;
(4) high in the clouds identifies
High in the clouds identifies at the face of corresponding registration and facial expression image information bank according to work attendance number, and whether check positional information consistent;
(5) work attendance is completed
High in the clouds sends image recognition and checking-in result to the intelligent terminal of work attendance personnel, and by intelligent terminal to the corresponding information displaying of work attendance personnel.
2. according to a kind of Work attendance method based on high in the clouds face and Expression Recognition according to claim 1, it is characterized in that: after completing work attendance, high in the clouds utilizes the information of the work attendance personnel detected, the intelligent terminal to corresponding work attendance personnel pushes personalized advertisement.
3., according to a kind of Work attendance method based on high in the clouds face and Expression Recognition described in claim 1 or 2, it is characterized in that: the authentication information that in step (1), keeper uses intelligent terminal to send to high in the clouds comprises user name, password, mailbox, the geographical location information of work attendance and the Logo of unit of company.
4., according to a kind of Work attendance method based on high in the clouds face and Expression Recognition according to claim 1, it is characterized in that: described work attendance positional information is by wifi identification information or is determined by GPS position information.
5., according to a kind of Work attendance method based on high in the clouds face and Expression Recognition according to claim 1, it is characterized in that: described intelligent terminal is intelligent handheld device or the PC of network enabled function.
6. according to a kind of Work attendance method based on high in the clouds face and Expression Recognition according to claim 1, it is characterized in that: the Request Control director data in described step (3) comprises work attendance number, geographical location information, network identification information, solicited message of checking card, temporal information, inquiry request information.
7. according to a kind of Work attendance method based on high in the clouds face and Expression Recognition according to claim 6, it is characterized in that: described geographical location information is GPS information or latitude and longitude information or work attendance geographic position and the relative distance in working geographic position.
8. according to a kind of Work attendance method based on high in the clouds face and Expression Recognition described in claim 6 or 7, it is characterized in that: described network identification information is the SSID information of wireless network, IP address information, mac address information or wifi equipment identification information.
9. according to a kind of Work attendance method based on high in the clouds face and Expression Recognition described in claim 6 or 7, it is characterized in that: described inquiry request information is the statistical information of part or full complement's attendance record in a period of time.
10. according to a kind of Work attendance method based on high in the clouds face and Expression Recognition according to claim 1, it is characterized in that: described high in the clouds comprises the expression information of face, the age information of face, the gender information of face to the image recognition result that the intelligent terminal of work attendance personnel sends.
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CN105894414A (en) * 2016-05-12 2016-08-24 重庆大学 WIFI and face recognition technology-based class roll call method
CN106169194A (en) * 2016-06-29 2016-11-30 江苏中威科技软件系统有限公司 A kind of automatic attendance system and method based on smart machine
CN106548525A (en) * 2015-09-16 2017-03-29 英基科技有限公司 A kind of punch card system
CN106790136A (en) * 2016-12-28 2017-05-31 汉王科技股份有限公司 A kind of identity identifying method based on cloud platform, device and system
CN106909870A (en) * 2015-12-22 2017-06-30 中兴通讯股份有限公司 The search method and device of facial image
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CN106548525A (en) * 2015-09-16 2017-03-29 英基科技有限公司 A kind of punch card system
CN106909870A (en) * 2015-12-22 2017-06-30 中兴通讯股份有限公司 The search method and device of facial image
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CN111445591A (en) * 2020-03-13 2020-07-24 平安科技(深圳)有限公司 Conference sign-in method, system, computer equipment and computer readable storage medium

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