CN107832745A - Face authentication method, Intelligent mirror and storage medium - Google Patents
Face authentication method, Intelligent mirror and storage medium Download PDFInfo
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- CN107832745A CN107832745A CN201711241159.2A CN201711241159A CN107832745A CN 107832745 A CN107832745 A CN 107832745A CN 201711241159 A CN201711241159 A CN 201711241159A CN 107832745 A CN107832745 A CN 107832745A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
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- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/161—Detection; Localisation; Normalisation
- G06V40/166—Detection; Localisation; Normalisation using acquisition arrangements
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- G06Q10/00—Administration; Management
- G06Q10/10—Office automation; Time management
- G06Q10/109—Time management, e.g. calendars, reminders, meetings or time accounting
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Abstract
The present invention provides a kind of face authentication method, applied in Intelligent mirror, the Intelligent mirror includes the mirror display, the mirror display includes at least one camera device, minute surface display unit and mirror, the Part I display information that the minute surface display unit passes through the mirror, the Part II of the mirror is used to be imaged, and at least one camera device is embedded at the Part II, when having monitored that user is seeing the mirror, the user is shot by least one camera device, obtains the picture of shooting；The facial image of the user is determined from the picture of the shooting；The facial image of the user is authenticated；When the facial image certification success of the user, the user is recorded；Display and the information of the user-association on the minute surface display unit.The present invention also provides Intelligent mirror and storage medium.The present invention provides the user with personalized customization function, improves Consumer's Experience.
Description
Technical field
The present invention relates to field of artificial intelligence, more particularly to a kind of face authentication method, Intelligent mirror and storage to be situated between
Matter.
Background technology
For current mirror display when above someone, mirror display shows image frame.When the minute surface shows
When showing nobody before device, the minute surface display unit of mirror display is closed, and the minute surface display unit of mirror display can be made
For mirror, for arranging appearance.Although mirror display of the prior art can also be realized whole in addition to showing image frame
The function of appearance is managed, but personalized customization function can not be realized, user experience is relatively single.
The content of the invention
In view of the foregoing, it is necessary to a kind of face authentication method is provided, user personality can be realized by mirror display
Change customization function, improve Consumer's Experience.
A kind of face authentication method, applied in Intelligent mirror, the Intelligent mirror includes the mirror display, described
Mirror display includes at least one camera device, minute surface display unit and mirror, and the minute surface display unit passes through the mirror
The Part I display information of son, the Part II of the mirror is used to be imaged, and at least one camera device is embedded at
The Part II, methods described include：
When having monitored that user is seeing the mirror, the user is clapped by least one camera device
Take the photograph, obtain the picture of shooting；
The facial image of the user is determined from the picture of the shooting；
The facial image of the user is authenticated；
When the facial image certification success of the user, the user is recorded；
Display and the information of the user-association on the minute surface display unit of the mirror display.
According to the preferred embodiment of the present invention, at least one camera device is multiple, and the different camera devices are taken the photograph
It is described when having monitored that user is seeing the mirror as scope difference, by least one camera device to the use
Family is shot, and is obtained the picture of shooting and is included：
When having monitored that user is seeing the mirror, the height of the user is calculated；
According to height and the corresponding relation of the image pickup scope of camera device, determine that target corresponding to the height of the user is taken the photograph
As scope, and determine the target camera device belonging to the target image pickup scope；
The user is shot using the target camera device, obtains the picture of shooting.
It is described when having monitored that user is seeing the mirror according to the preferred embodiment of the present invention, calculate the user's
Height includes：
When having monitored that user is seeing the mirror, image is obtained by least one camera device；
When the user images in the image of acquisition have whole body images, it is determined that being obtained from least one camera device
The camera device of whole body images；
Determine the distance between user and the camera lens of camera device determined；
Obtain the camera lens of the camera device of the determination between the imaging sensor of the camera device of the determination away from
From the image height with user on the imaging sensor of the camera device of the determination；
According to the distance between camera lens of camera device of user and the determination, the camera lens of the camera device of the determination
The distance between imaging sensor of camera device to the determination and user pass in the image of the camera device of the determination
Image height on sensor, calculate the height of user.
It is described when the facial image certification success of the user according to the preferred embodiment of the present invention, record the user
Including following one or more kinds of combination：
When the facial image certification success of the user, current time is obtained, records current time and the user
Information；
When the facial image certification success of the user, control instruction is sent to the door communicated with the Intelligent mirror
Prohibit equipment to control the access control equipment to open.
According to the preferred embodiment of the present invention, the display on the minute surface display unit of the mirror display and the use
The information of family association includes following one or more kinds of combination：
The prompting message of the user is shown on the minute surface display unit of the mirror display；
In the blessing date match of current time and the user, on the minute surface display unit of the mirror display
Display blessing information.
According to the preferred embodiment of the present invention, methods described also includes：
When monitoring that the user is left in the monitor area of the Intelligent mirror, the minute surface display unit is closed,
The minute surface display unit forms complete minute surface by the Part II of the Part I and the mirror；
When the trigger signal for the switch for getting the minute surface display unit, and trigger the switch of the minute surface display unit
When being closed, the minute surface display unit is closed, the minute surface display unit passes through the Part I and the mirror
The Part II of son forms complete minute surface.
According to the preferred embodiment of the present invention, methods described also includes：
Obtain interactive signal；
By the interactive signal, to display on the minute surface display unit of the mirror display and the user-association
Information is operated.
According to the preferred embodiment of the present invention, the interactive signal includes voice signal, hand signal, touching signals.
A kind of Intelligent mirror, the Intelligent mirror include the mirror display, memory and processor, and the minute surface shows
Showing device includes at least one camera device, minute surface display unit and mirror, the minute surface display unit pass through the mirror
A part of display information, the Part II of the mirror are used to be imaged, and at least one camera device is embedded at described the
Two parts, the memory are used to store at least one instruction, and the processor is used to perform at least one instruction with reality
Face authentication method any one of existing any embodiment.
A kind of computer-readable recording medium, the computer-readable recording medium storage has at least one instruction, described
At least one instruction realizes face authentication method any one of any implementation when being executed by processor.
As can be seen from the above technical solutions, the present invention works as the monitor area for monitoring that user enters the Intelligent mirror
It is interior, the user is shot by least one camera device, obtains the picture of shooting；From the picture of the shooting
The middle facial image for determining the user；The facial image of the user is authenticated；When the facial image of the user is recognized
When demonstrate,proving successfully, the user is recorded；Display and the letter of the user-association on the minute surface display unit of the mirror display
Breath.The present invention can realize the related application of certification by mirror display, and user can be made to focus on the appearance instrument of oneself, simultaneously
Personalized customization function is provided the user with, item is provided the user with and reminds and humanistic care information is provided, in addition, can be applicable all
User, improve Consumer's Experience.
Brief description of the drawings
In order to illustrate more clearly about the embodiment of the present invention or technical scheme of the prior art, below will be to embodiment or existing
There is the required accompanying drawing used in technology description to be briefly described, it should be apparent that, drawings in the following description are only this
The embodiment of invention, for those of ordinary skill in the art, on the premise of not paying creative work, can also basis
The accompanying drawing of offer obtains other accompanying drawings.
Fig. 1 is the floor map of the preferred embodiment of Intelligent mirror of the present invention.
Fig. 2 is the flow chart of the preferred embodiment of face authentication method of the present invention.
Fig. 3 is the functional block diagram of the preferred embodiment of face authentication device of the present invention.
Fig. 4 is another structural representation of Intelligent mirror at least one example of the present invention.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete
Site preparation describes, it is clear that described embodiment is only part of the embodiment of the present invention, rather than whole embodiments.It is based on
Embodiment in the present invention, those of ordinary skill in the art are obtained every other under the premise of creative work is not made
Embodiment, belong to the scope of protection of the invention.
In order to facilitate the understanding of the purposes, features and advantages of the present invention, it is below in conjunction with the accompanying drawings and specific real
Applying mode, the present invention is further detailed explanation.
In order that those skilled in the art more fully understand the present invention program, below in conjunction with the embodiment of the present invention
Accompanying drawing, the technical scheme in the embodiment of the present invention is clearly and completely described, it is clear that described embodiment is only
The embodiment of a part of the invention, rather than whole embodiments.Based on the embodiment in the present invention, ordinary skill people
The every other embodiment that member is obtained under the premise of creative work is not made, it should all belong to the model that the present invention protects
Enclose.
Term " first ", " second " and " the 3rd " in description and claims of this specification and above-mentioned accompanying drawing etc. is
For distinguishing different objects, not for description particular order.In addition, term " comprising " and their any deformations, it is intended that
Non-exclusive included in covering.Such as process, method, system, product or the equipment for containing series of steps or unit do not have
The step of being defined in the step of having listed or unit, but alternatively also including not listing or unit, or alternatively also include
For the intrinsic other steps of these processes, method, product or equipment or unit.
As shown in figure 1, it is the floor map of the preferred embodiment of Intelligent mirror of the present invention.
As shown in figure 1, the Intelligent mirror 1 includes, but not limited to housing and mirror display 11.The housing and institute
The combination installation of mirror display 11 is stated, so as to which the collecting formed with closure is empty between the housing and the mirror display 11
Between.
The mirror display 11 includes, but are not limited to：At least one camera device 110, minute surface display unit 111 and mirror
Son 112.Element included in the Intelligent mirror 1, however it is not limited to above-mentioned to enumerate.
The minute surface display unit 111 is arranged in the receiving space.
The mirror 112 is made up of Part I and Part II.The Part I corresponds to the minute surface display unit
111.The back side of the Part I of the mirror 112 does not have metal film, and is used as level crossing.Second of the mirror 112
The front divided can be imaged.When the minute surface display unit 111 is in running order, the minute surface display unit 111
For passing through the Part I display information；When the minute surface display unit 111 is closed, the minute surface display is single
Member 111 can form complete minute surface by the Part I and the Part II.
The camera device 110 is rotatably inserted into the Part II of the mirror 112.
Preferably, at least one camera device 110 is camera.Can be with the small camera of preferred dimension, such as pin
Hole camera, is so advantageous to the disguise of camera, does not influence the overall appearance of the mirror 112.
Due to different users, height is different, in order to photograph the face picture of all users.Preferably, it is described
At least one camera device 100 is multiple, and the setting height(from bottom) of each camera device 110 is different, the so different camera devices
100 image pickup scope is just different.
Such as it is used to shoot including the first camera device and the second camera device, the image pickup scope of first camera device
User of the height at 1 meter 4 to 1.5 meters, the image pickup scope of second camera device are used to shoot height at 1 meter 5 to 1.6 meters
User etc..
When further, known to the user in application scenarios, can in advance the average height of counting user, minimum height,
Highest height.According to the average height of user, minimum height, highest height, the setting height(from bottom) of each camera device is pre-configured with.
For example, application scenarios are used for the certification of college entrance examination examination hall, the average height of examinee, minimum height can be counted in advance, highest height, is matched somebody with somebody
Put the setting height(from bottom) of each camera device.
Preferably, the minute surface display unit 111 is liquid crystal display.
As shown in Fig. 2 it is the flow chart of the preferred embodiment of face authentication method of the present invention., should according to different demands
The order of step can change in flow chart, and some steps can be omitted.
S10, when having monitored that user is seeing the mirror 112, the Intelligent mirror 1 passes through at least one shooting
Device 110 is shot to the user, obtains the picture of shooting.
Preferably, when monitoring user in the monitor area of the Intelligent mirror 1, and monitored user seeing
Mirror 112 is stated, i.e., described mirror 112 can be to when the face of the user be in mirror image.At least one camera device 110 can
To be shot to the user, the picture of shooting has the face of user.
It should be noted that comparing the specific occasion of emphasis appearance, or need to dress the workplace for specifying dress ornament
Deng being required to dispose mirror to carry out appearance arrangement.In the present embodiment, the camera device 110 is rotationally embedded
It is that the camera device 110 can be to user's shooting figure when user arranges appearance against the mirror 112 in the mirror 112
Piece.The picture has face.
In the present invention, monitor that the mode that user enters in the monitor area of the Intelligent mirror 1 there are many kinds.And
It is not limited to mode described below.
Preferably, at least one camera device 110 is multiple, by least one camera device 110 to institute
The monitor area for stating Intelligent mirror 1 is captured, and pedestrian is determined whether from the picture of candid photograph, when having row in the picture of candid photograph
During people, then the Intelligent mirror 1 monitors that user enters in the monitor area of the Intelligent mirror 1；When in the picture of candid photograph
When not having pedestrian, then the Intelligent mirror 1 does not monitor that user enters in the monitor area of the Intelligent mirror 1.
Optionally, the Intelligent mirror 1 communicates with pedestrian detection inductor, and the pedestrian detection inductor is used to detect
In the monitor area of the Intelligent mirror 1 whether someone, the Intelligent mirror 1 obtains the detection knot of the pedestrian detection inductor
Fruit.Such as the pedestrian detection inductor includes, but are not limited to：Pedestrian detection sensor based on ultrasonic wave, based on far infrared
Pedestrian detection sensor, laser scanning pedestrian detection instrument etc..
In the present invention, monitor whether the user in the mode for seeing the mirror 112 there are many kinds.It is not limited to following
The mode of description.
Preferably, at least one camera device 110 is multiple, by least one camera device 110 to institute
The monitor area for stating Intelligent mirror 1 is captured, and front portrait is determined whether from the picture of candid photograph, when in the picture of candid photograph
When having front portrait, then the Intelligent mirror 1 has monitored that user is seeing the mirror 112；When in the picture of candid photograph without just
Dough figurine as when, then the Intelligent mirror 1 detects that user is not seeing the mirror 112.
In the present invention, when monitor user enter the Intelligent mirror 1 monitor area in, the Intelligent mirror 1
Need to call suitable camera device 110 to shoot the user, to obtain the facial image of the user.
Therefore, the Intelligent mirror 1 is shot by least one camera device 110 to the user, is obtained
The picture of shooting includes：
(a1) when having monitored that user is seeing the mirror 112, the height of the user is calculated.
Alternatively, the height for calculating the user includes：
(a11) when having monitored that user is seeing the mirror 112, obtained by least one camera device 110
Image.
(a12) when the user images in the image of acquisition have whole body images, it is determined that from least one camera device
The camera device of whole body images is obtained in 110；Determine the distance between user and the camera lens of camera device determined.
(a13) between the imaging sensor for obtaining camera device of the camera lens of the camera device of the determination to the determination
Image height on the imaging sensor of the camera device of the determination of distance and user.
(a14) according to the distance between camera lens of camera device of user and the determination, the camera device of the determination
Camera lens to the distance between the imaging sensor of camera device of the determination and user the determination camera device
Image height on imaging sensor, calculate the height of user.
Further, it is determined that user and the mode of the distance between the camera lens of camera device of determination have many kinds, such as
Telemetry based on binocular ranging etc., the present invention do not do any restrictions.
(a2) according to height and the corresponding relation of the image pickup scope of camera device 110, determine that the height of the user is corresponding
Target image pickup scope, and determine the target camera device belonging to the target image pickup scope.
(a3) user is shot using the target camera device, obtains the picture of shooting.
By above-mentioned embodiment, the present invention can obtain the facial image of the user of different heights.For example, in the minute surface
Three cameras, the first camera device, the second camera device and the second camera device, each camera device are configured with display
Setting height(from bottom) it is different, the image pickup scope of each camera device is different.The image pickup scope of first camera device is used to shoot
User of the height at 1 meter 2 to 1.5 meters, the image pickup scope of second camera device are used to shoot height at 1 meter 5 to 1.8 meters
User, the image pickup scope of the 3rd camera device are used to shoot user of the height at 18 meters to 2 meters.When a user enters institute
When stating the monitor area of Intelligent mirror, the height position 1.65 of the user is calculated, then calls the second camera device to the user
Shot, to capture the facial image of the user.The user of different heights can be so captured, user takes the photograph without coordinating
As device.The present invention can be carried out identifying to the feature of the user of different heights, while be also convenient for follow-up personalization
Display of information etc..
S11, the Intelligent mirror 1 determine the facial image of the user from the picture of the shooting.
In embodiments of the present invention, the face of the user is determined from the picture of the shooting using method for detecting human face
Image.The method for detecting human face is prior art, and the present invention is not to any restrictions.
S12, the Intelligent mirror 1 are authenticated to the facial image of the user.
In the alternative embodiment of the present invention, the Intelligent mirror 1 reads the human face data collection prestored, by the use
The human face data that the facial image at family is concentrated with the human face data prestored is matched, and judges the face of the user
Whether image belongs to the human face data that the human face data prestored is concentrated.Such as the human face data collection prestored
It can be the human face data, the human face data of member in some shop etc. of all employees of some company.
When the facial image of the user is similar to a human face data of the human face data concentration prestored
When degree is more than or equal to similarity threshold, the facial image certification success of the user is determined.
When the neither one face data that the human face data prestored is concentrated and the facial image of the user
When similarity is more than or equal to similarity threshold, the facial image authentification failure of the user is determined, the minute surface is lighted and shows
Show unit, and show the information of authentification failure.
S13, when the facial image certification success of the user, the Intelligent mirror records the user.
It is described when the facial image certification success of the user in the alternative embodiment of invention, record the user
Including following one or more kinds of combination：
(b1) when the facial image certification success of the user, current time is obtained, records current time and the use
The information at family.So described Intelligent mirror can be used for attendance checking function, and gateway registration etc..
(b2) when the facial image certification success of the user, send control instruction and extremely communicated with the Intelligent mirror 1
The access control equipment of letter is to control the access control equipment to open.So described Intelligent mirror 1 can be used as gate inhibition's monitoring device etc.,
The automatic user for certification opens the door.
S14, the Intelligent mirror 1 are shown and the user on the minute surface display unit 111 of the mirror display 11
The information of association.
The present invention optional implementation in, it is described on the minute surface display unit 111 of the mirror display 11 display with
The information of the user-association includes following one or more kinds of combination：In the minute surface display unit of the mirror display 11
The prompting message of the user is shown on 111；In the blessing date match of current time and the user, show in the minute surface
Show and blessing information is shown on the minute surface display unit 111 of device 11.So according to the identity of user, realize that the information of personalization pushes away
Send.
Further, the prompting message includes following one or more kinds of combinations, but is not limited to：Calendar prompting, task
Prompting, meeting prompting, backlog reminding, reminder announced etc..User personalized can be so reminded not forget things item.
For example, the Intelligent mirror 1 is arranged on to the gate inhibition position of company, when the employee of company is seeing the mirror 112
When, employee is identified certification, and work attendance is included in, automatic attendance checking function is realized, and employee can be made according to the note of mirror 112
Anticipate the appearance instrument of oneself.In addition, after employee is identified, the schedule of the employee, meeting are shown on minute surface display unit 111
View, backlog etc., with work item for reminding the employee to need to follow up in time etc..Due to being embedded on the mirror
Camera device is smaller, while not influenceing user and looking in the mirror, can also push the customized information related to user.
For example, the Intelligent mirror 1 is arranged on into cell doorway, when owner is seeing the mirror 112, automatic identification is recognized
Card, and being closed the door for owner, while show that on the minute surface display unit 111 property of the owner is not handled affairs item, remind in time
Owner handles, while owner pays attention to the appearance instrument of oneself when passing in and out the doorway daily also according to the mirror 112, makes every
It life is more spiritual etc..
Further, the blessing date includes, but are not limited to：Birthday date, wedding anniversary etc. important festivals day
Phase.For example, the Intelligent mirror is arranged on to the gate inhibition position of company, when the employee of company comes into the monitoring of the Intelligent mirror
During region, certification is identified to employee, and is included in work attendance, realizes automatic attendance checking function, and in the birthday of employee, in member
The very first time that work enters company provides blessing, embodies humanistic care, make employee more pleasantly surprised etc..
In the alternative embodiment of the present invention, methods described also includes：Obtain interactive signal；By the interactive signal,
Display on the minute surface display unit 111 and the information of the user-association are operated.Interactive function can so be increased,
User is facilitated to check advertising message.
Further, the interactive signal includes, but are not limited to：Voice signal, hand signal, touching signals etc..This
Sample can increase interactive function, facilitate user to check advertising message.
Further, the mirror display 11 includes：Speech recognition component, gesture identification component, touch-control recognizer component.
Voice signal is identified by speech recognition component for the Intelligent mirror 1, and user can pass through voice and institute
Mirror display 11 is stated to interact.Hand signal is identified by gesture identification component for the Intelligent mirror, Yong Huke
To be interacted by gesture and the mirror display 11.The Intelligent mirror 1 is by touch-control recognizer component to touch signal
It is identified, user can be interacted by touch-control and the mirror display 11.
For example, showing that user has a hot job on the minute surface display unit 111, user, which can input, " to open
Task " voice, the speech recognition component identify the voice, and show on the minute surface display unit 111 described urgent
Task, so that user's timely processing matter of urgency.
In the alternative embodiment of the present invention, when monitoring that the user left in the monitor area of the Intelligent mirror 1
When, the Intelligent mirror 1 closes the minute surface display unit 111, and the minute surface display unit 111 can pass through described first
Divide and form complete minute surface with the Part II.So when nobody is in face of mirror, complete mirror is presented, is easy to use
Look after mirror in family.
In the alternative embodiment of the present invention, when the trigger signal for the switch for getting the minute surface display unit 111, and
When triggering the switch of the minute surface display unit 111 and being closed, the minute surface display unit is closed, the minute surface is shown
Unit 111 can form complete minute surface by the Part I and the Part II.So in nobody in mirror face
When preceding, complete mirror is presented, is easy to user to look after mirror.
The trigger signal includes, but are not limited to：Voice signal, hand signal, touching signals etc..
For example, user inputs voice " switch for closing mirror display ", voice described in the speech recognition component, and touch
The switch for sending out minute surface display unit 111 described is closed.Such as the gesture that user's input is waved to the left, gesture identification group
The gesture waved to the left described in part identification, and the switch for triggering the minute surface display unit 111 is closed.In the mirror
The switch of minute surface display unit 111 described in touch-control on face display unit 111, it is in the minute surface display unit 111 and closes shape
State etc..
In the present invention, the application of the Intelligent mirror 1 is not limited to the citing of above-mentioned application, can also be applied to other
Scene, for example, meeting gateway, examination hall gateway etc..To the application scenarios of the Intelligent mirror, the present invention does not do any limit
System.
Heretofore described Intelligent mirror includes the mirror display, and the mirror display includes at least one shooting
Device, minute surface display unit and mirror, the Part I of the mirror correspond to the minute surface display unit, and the minute surface display is single
Member passes through the Part I display information.When having monitored that user is seeing the mirror, pass through at least one shooting
Device is shot to the user, obtains the picture of shooting；The face figure of the user is determined from the picture of the shooting
Picture；The facial image of the user is authenticated；When the facial image certification success of the user, the user is recorded；
Display and the information of the user-association on the minute surface display unit of the mirror display.The present invention can be shown by minute surface
Device realizes the related application of certification, and user can be made to focus on the appearance instrument of oneself, while provides the customization work(of user individual
Can, there is provided the item related to user is reminded and humanistic care information, in addition, all users can be applicable, when user appears in mirror
When in the monitor area of face display, user need not coordinate the mirror display, user can be just authenticated, improve use
Experience at family.
As shown in figure 3, the functional block diagram of the preferred embodiment of face authentication device of the present invention.The face authentication device
31 include acquisition module 300, determining module 301, authentication module 302, logging modle 303, display module 304, interactive module 305
And control module 306.Unit alleged by the present invention refer to it is a kind of can performed by the processor of face authentication device 31 and
The series of computation machine program segment of fixing function can be completed, it is stored in memory.In the present embodiment, on each unit
Function will be described in detail in follow-up embodiment.
When having monitored that user is seeing the mirror 112, the acquisition module 300 is filled by least one shooting
Put 110 couples of users to shoot, obtain the picture of shooting.
Preferably, when the acquisition module 300 monitors user in the monitor area of the Intelligent mirror 1, and supervise
User is measured and has seen the mirror 112, i.e., described mirror 112 can be to when the face of the user be in mirror image.It is described at least
One camera device 110 can be shot to the user, and the picture of shooting has the face of user.
It should be noted that comparing the specific occasion of emphasis appearance, or need to dress the workplace for specifying dress ornament
Deng being required to dispose mirror to carry out appearance arrangement.In the present embodiment, the camera device 110 is rotationally embedded
It is that the camera device 110 can be to user's shooting figure when user arranges appearance against the mirror 112 in the mirror 112
Piece.The picture has face.
In the present invention, the acquisition module 300 monitors that user enters in the monitor area of the Intelligent mirror 1
Mode has many kinds.It is not limited to mode described below.
Preferably, at least one camera device 110 is multiple that the acquisition module 300 passes through described at least one
Camera device 110 is captured to the monitor area of the Intelligent mirror 1, and pedestrian is determined whether from the picture of candid photograph, when
When having pedestrian in the picture of candid photograph, then the Intelligent mirror 1 monitors that user enters the monitor area of the Intelligent mirror 1
It is interior；When not having pedestrian in the picture of candid photograph, then the Intelligent mirror 1 detects that no user is seeing the mirror 112.
Optionally, the Intelligent mirror 1 communicates with pedestrian detection inductor, and the pedestrian detection inductor is used to detect
In the monitor area of the Intelligent mirror 1 whether someone, the Intelligent mirror 1 obtains the detection knot of the pedestrian detection inductor
Fruit.Such as the pedestrian detection inductor includes, but are not limited to：Pedestrian detection sensor based on ultrasonic wave, based on far infrared
Pedestrian detection sensor, laser scanning pedestrian detection instrument etc..
In the present invention, the acquisition module 300 monitors whether the user has much in the mode for seeing the mirror 112
Kind.It is not limited to mode described below.
Preferably, at least one camera device 110 is multiple that the acquisition module 300 passes through described at least one
Camera device 110 is captured to the monitor area of the Intelligent mirror 1, and positive dough figurine is determined whether from the picture of candid photograph
Picture, when there is front portrait in the picture of candid photograph, then the Intelligent mirror 1 has monitored that user is seeing the mirror 112；When grabbing
When not having front portrait in the picture of bat, then the Intelligent mirror 1 does not have user seeing the mirror 112.
In the present invention, when the acquisition module 300 monitors that user enters the monitor area of the Intelligent mirror 1
Interior, the Intelligent mirror 1 needs to call suitable camera device 110 to shoot the user, to obtain the user's
Facial image.
Therefore, the acquisition module 300 is shot by least one camera device 110 to the user, is obtained
Taking the picture of shooting includes：
(a1) when having monitored that user is seeing the mirror 112, the height of the user is calculated.
Alternatively, the height for calculating the user includes：
(a11) when having monitored that user is seeing the mirror 112, obtained by least one camera device 110
Image.
(a12) when the user images in the image of acquisition have whole body images, it is determined that from least one camera device
The camera device of whole body images is obtained in 110；Determine the distance between user and the camera lens of camera device determined.
(a13) between the imaging sensor for obtaining camera device of the camera lens of the camera device of the determination to the determination
Image height on the imaging sensor of the camera device of the determination of distance and user.
(a14) according to the distance between camera lens of camera device of user and the determination, the camera device of the determination
Camera lens to the distance between the imaging sensor of camera device of the determination and user the determination camera device
Image height on imaging sensor, calculate the height of user.
Further, it is determined that user and the mode of the distance between the camera lens of camera device of determination have many kinds, such as
Telemetry based on binocular ranging etc., the present invention do not do any restrictions.
(a2) according to height and the corresponding relation of the image pickup scope of camera device 110, determine that the height of the user is corresponding
Target image pickup scope, and determine the target camera device belonging to the target image pickup scope.
(a3) user is shot using the target camera device, obtains the picture of shooting.
By above-mentioned embodiment, the present invention can obtain the facial image of the user of different heights.For example, in the minute surface
Three cameras, the first camera device, the second camera device and the second camera device, each camera device are configured with display
Setting height(from bottom) it is different, the image pickup scope of each camera device is different.The image pickup scope of first camera device is used to shoot
User of the height at 1 meter 2 to 1.5 meters, the image pickup scope of second camera device are used to shoot height at 1 meter 5 to 1.8 meters
User, the image pickup scope of the 3rd camera device are used to shoot user of the height at 18 meters to 2 meters.When a user enters institute
When stating the monitor area of Intelligent mirror, the height position 1.65 of the user is calculated, then calls the second camera device to the user
Shot, to capture the facial image of the user.The user of different heights can be so captured, user takes the photograph without coordinating
As device.The present invention can be carried out identifying to the feature of the user of different heights, while be also convenient for follow-up personalization
Display of information etc..
The determining module 301 determines the facial image of the user from the picture of the shooting.
In embodiments of the present invention, the determining module 301 utilizes method for detecting human face true from the picture of the shooting
The facial image of the fixed user.The method for detecting human face is prior art, and the present invention is not to any restrictions.
The authentication module 302 is authenticated to the facial image of the user.
In the alternative embodiment of the present invention, the authentication module 302 reads the human face data collection prestored, by described in
The human face data that the facial image of user is concentrated with the human face data prestored is matched, and judges the people of the user
Whether face image belongs to the human face data that the human face data prestored is concentrated.Such as the human face data prestored
Collection can be the human face data, the human face data of member in some shop etc. of all employees of some company.
When the facial image of the user is similar to a human face data of the human face data concentration prestored
When degree is more than or equal to similarity threshold, the authentication module 302 determines the facial image certification success of the user.
When the neither one face data that the human face data prestored is concentrated and the facial image of the user
When similarity is more than or equal to similarity threshold, the authentication module 302 determines the facial image authentification failure of the user,
The minute surface display unit is lighted, and shows the information of authentification failure.
When the facial image certification success of the user, the logging modle 303 records the user.
It is described when the facial image certification success of the user in the alternative embodiment of invention, the logging modle
303, which record the user, includes following one or more kinds of combination：
(b1) when the facial image certification success of the user, current time is obtained, records current time and the use
The information at family.So described Intelligent mirror can be used for attendance checking function, and gateway registration etc..
(b2) when the facial image certification success of the user, send control instruction and extremely communicated with the Intelligent mirror 1
The access control equipment of letter is to control the access control equipment to open.So described Intelligent mirror 1 can be used as gate inhibition's monitoring device etc.,
The automatic user for certification opens the door.
The display module 304 is shown on the minute surface display unit 111 of the mirror display 11 to close with the user
The information of connection.
In the optional implementation of the present invention, minute surface display unit of the display module 304 in the mirror display 11
Display and the information of the user-association include following one or more kinds of combination on 111：In the mirror display 11
The prompting message of the user is shown on minute surface display unit 111；In the blessing date match of current time and the user,
Blessing information is shown on the minute surface display unit 111 of the mirror display 11.So according to the identity of user, individual character is realized
The information push of change.
Further, the prompting message includes following one or more kinds of combinations, but is not limited to：Calendar prompting, task
Prompting, meeting prompting, backlog reminding, reminder announced etc..User personalized can be so reminded not forget things item.
For example, the Intelligent mirror 1 is arranged on to the gate inhibition position of company, when the employee of company is seeing the mirror 112
When, employee is identified certification, and work attendance is included in, automatic attendance checking function is realized, and employee can be made according to the note of mirror 112
Anticipate the appearance instrument of oneself.In addition, after employee is identified, the schedule of the employee, meeting are shown on minute surface display unit 111
View, backlog etc., with work item for reminding the employee to need to follow up in time etc..Due to being embedded on the mirror
Camera device is smaller, while not influenceing user and looking in the mirror, can also push the customized information related to user.
For example, the Intelligent mirror 1 is arranged on into cell doorway, when owner is seeing the mirror 112, automatic identification is recognized
Card, and being closed the door for owner, while show that on the minute surface display unit 111 property of the owner is not handled affairs item, remind in time
Owner handles, while owner pays attention to the appearance instrument of oneself when passing in and out the doorway daily also according to the mirror 112, makes every
It life is more spiritual etc..
Further, the blessing date includes, but are not limited to：Birthday date, wedding anniversary etc. important festivals day
Phase.For example, the Intelligent mirror is arranged on to the gate inhibition position of company, when the employee of company comes into the monitoring of the Intelligent mirror
During region, certification is identified to employee, and is included in work attendance, realizes automatic attendance checking function, and in the birthday of employee, in member
The very first time that work enters company provides blessing, embodies humanistic care, make employee more pleasantly surprised etc..
In the alternative embodiment of the present invention, the interactive module 305 is used for：Obtain interactive signal；Pass through the interaction
Signal, display on the minute surface display unit 111 and the information of the user-association are operated.
Further, the interactive signal includes, but are not limited to：Voice signal, hand signal, touching signals etc..
Further, the mirror display 11 includes：Speech recognition component, gesture identification component, touch-control recognizer component.
Voice signal is identified by speech recognition component for the interactive module 305, user can by voice with
The mirror display 11 interacts.Hand signal is identified by gesture identification component for the interactive module 305, is used
Family can be interacted by gesture and the mirror display 11.The interactive module 305 is by touch-control recognizer component to touching
Touch signal to be identified, user can be interacted by touch-control and the mirror display 11.
For example, showing that user has a hot job on the minute surface display unit 111, user, which can input, " to open
Task " voice, the speech recognition component identify the voice, and show on the minute surface display unit 111 described urgent
Task, so that user's timely processing matter of urgency.
In the alternative embodiment of the present invention, when monitoring that the user left in the monitor area of the Intelligent mirror 1
When, the control module 306 closes the minute surface display unit 111, and the minute surface display unit 111 can pass through described first
Part forms complete minute surface with the Part II.
In the alternative embodiment of the present invention, when the trigger signal for the switch for getting the minute surface display unit 111, and
When triggering the switch of the minute surface display unit 111 and being closed, it is single that the control module 306 closes the minute surface display
Member, the minute surface display unit 111 can form complete minute surface by the Part I and the Part II.
The trigger signal includes, but are not limited to：Voice signal, hand signal, touching signals etc..
For example, user inputs voice " switch for closing mirror display ", voice described in the speech recognition component, and touch
The switch for sending out minute surface display unit 111 described is closed.Such as the gesture that user's input is waved to the left, gesture identification group
The gesture waved to the left described in part identification, and the switch for triggering the minute surface display unit 111 is closed.In the mirror
The switch of minute surface display unit 111 described in touch-control on face display unit 111, it is in the minute surface display unit 111 and closes shape
State etc..
In the present invention, the application of the Intelligent mirror 1 is not limited to the citing of above-mentioned application, can also be applied to other
Scene, for example, meeting gateway, examination hall gateway etc..To the application scenarios of the Intelligent mirror, the present invention does not do any limit
System.
Heretofore described Intelligent mirror includes the mirror display, and the mirror display includes at least one shooting
Device, minute surface display unit and mirror, the Part I of the mirror correspond to the minute surface display unit, and the minute surface display is single
Member passes through the Part I display information.When having monitored that user is seeing the mirror, pass through at least one shooting
Device is shot to the user, obtains the picture of shooting；The face figure of the user is determined from the picture of the shooting
Picture；The facial image of the user is authenticated；When the facial image certification success of the user, the user is recorded；
Display and the information of the user-association on the minute surface display unit of the mirror display.The present invention can be shown by minute surface
Device realizes the related application of certification, and user can be made to focus on the appearance instrument of oneself, while provides the customization work(of user individual
Can, there is provided the item related to user is reminded and humanistic care information, in addition, all users can be applicable, when user appears in mirror
When in the monitor area of face display, user need not coordinate the mirror display, user can be just authenticated, improve use
Experience at family.
The above-mentioned integrated unit realized in the form of software function module, can be stored in one and computer-readable deposit
In storage media.Above-mentioned software function module is stored in a storage medium, including some instructions are causing a computer
It is each that equipment (can be personal computer, server, or network equipment etc.) or processor (processor) perform the present invention
The part steps of embodiment methods described.
As shown in figure 4, it is another structural representation frame diagram of the Intelligent mirror of the present invention.The Intelligent mirror 1 also includes
At least one dispensing device 41, at least one memory 42, at least one processor 43, at least one reception device 44 and extremely
A few communication bus.Wherein, the communication bus is used to realize the connection communication between these components.
The Intelligent mirror 1 be it is a kind of can according to the instruction for being previously set or storing, it is automatic carry out numerical computations and/or
The equipment of information processing, its hardware include but is not limited to microprocessor, application specific integrated circuit (Application Specific
Integrated Circuit, ASIC), programmable gate array (Field-Programmable Gate Array, FPGA), number
Word processing device (Digital Signal Processor, DSP), embedded device etc..The Intelligent mirror 1 can also be set with electronics
In standby, the electronic equipment includes the network equipment and/or user equipment.Wherein, the network equipment is including but not limited to single
The webserver, multiple webservers composition server group or based on cloud computing (Cloud Computing) by a large amount of
The cloud that main frame or the webserver are formed, wherein, cloud computing is one kind of Distributed Calculation, by the computer of a group loose couplings
Collect a super virtual computer of composition.
The Intelligent mirror 1, which may be, but not limited to, any one, to pass through keyboard, touch pad or voice-operated device with user
Etc. the electronic product that mode carries out man-machine interaction.The electronic equipment, which may be, but not limited to, any one, to be passed through with user
The modes such as keyboard, touch pad or voice-operated device carry out the electronic product of man-machine interaction.For example, tablet personal computer, smart mobile phone, individual
Digital assistants (Personal Digital Assistant, PDA), intellectual Wearable, picture pick-up device, monitoring device,
The terminals such as display device.
Network residing for the Intelligent mirror 1, the electronic equipment includes, but are not limited to internet, wide area network, metropolitan area
Net, LAN, VPN (Virtual Private Network, VPN) etc..
Wherein, the reception device 44 and the dispensing device 41 can be wired sending ports, or wirelessly set
It is standby, such as including antenna assembly, for entering row data communication with other equipment.
The memory 42 is used for store program codes.The memory 42 can not have physical form in integrated circuit
The circuit with store function, such as RAM (Random-Access Memory, random access memory), FIFO (First In
First Out) etc..Or the memory 42 can also be the memory for having physical form, such as memory bar, TF card
(Trans-flash Card), smart media card (smart media card), safe digital card (secure digital
Card), storage facilities such as flash memory cards (flash card) etc..
The processor 43 can include one or more microprocessor, digital processing unit.The processor 43 is adjustable
With the program code stored in memory 42 with perform correlation function.For example, the unit described in Fig. 3 is stored in institute
The program code in memory 42 is stated, and as performed by the processor 43, to realize a kind of face authentication method.The processing
Device 43 is also known as central processing unit (CPU, Central Processing Unit), is one piece of ultra-large integrated circuit, is fortune
Calculate core (Core) and control core (Control Unit).
The embodiment of the present invention also provides a kind of computer-readable recording medium, is stored thereon with computer instruction, the finger
Make when the Intelligent mirror 1 for being included one or more processors performs, Intelligent mirror 1 is performed such as embodiment of the method institute above
The face authentication method stated.
With reference to shown in Fig. 1 and Fig. 2, the Intelligent mirror 1 includes the mirror display 11, and the mirror display 11 is wrapped
At least one camera device 110, minute surface display unit 111 and mirror 112 are included, the minute surface display unit passes through the mirror
Part I display information, the Part II of the mirror are used to be imaged, and at least one camera device be embedded at it is described
Part II.The memory 42 in the Intelligent mirror 1 stores multiple instruction to realize a kind of Method of Commodity Recommendation, described
Processor 43 can perform the multiple instruction so as to realize：When having monitored that user is seeing the mirror, by it is described at least
One camera device is shot to the user, obtains the picture of shooting；The user is determined from the picture of the shooting
Facial image；The facial image of the user is authenticated；When the facial image certification success of the user, institute is recorded
State user；Display and the information of the user-association on the minute surface display unit of the mirror display.
In the alternative embodiment of the present invention, at least one camera device to be multiple, the different camera devices
Image pickup scope is different, described when having monitored that user is seeing the mirror, by least one camera device to described
User is shot, and is obtained the picture of shooting and is included：
When having monitored that user is seeing the mirror, the height of the user is calculated；
According to height and the corresponding relation of the image pickup scope of camera device, determine that target corresponding to the height of the user is taken the photograph
As scope, and determine the target camera device belonging to the target image pickup scope；
The user is shot using the target camera device, obtains the picture of shooting.
It is described to monitor that user enters in the preset range of the Intelligent mirror in the alternative embodiment of the present invention
When, calculating the height of the user includes：
When having monitored that user is seeing the mirror, image is obtained by least one camera device；
When the user images in the image of acquisition have whole body images, it is determined that being obtained from least one camera device
The camera device of whole body images；
Determine the distance between user and the camera lens of camera device determined；
Obtain the camera lens of the camera device of the determination between the imaging sensor of the camera device of the determination away from
From the image height with user on the imaging sensor of the camera device of the determination；
According to the distance between camera lens of camera device of user and the determination, the camera lens of the camera device of the determination
The distance between imaging sensor of camera device to the determination and user pass in the image of the camera device of the determination
Image height on sensor, calculate the height of user.
It is described when the facial image certification success of the user in the alternative embodiment of the present invention, record the use
Family includes following one or more kinds of combination：
When the facial image certification success of the user, current time is obtained, records current time and the user
Information；
When the facial image certification success of the user, control instruction is sent to the door communicated with the Intelligent mirror
Prohibit equipment to control the access control equipment to open.
The present invention alternative embodiment in, it is described on the minute surface display unit of the mirror display display with it is described
The information of user-association includes following one or more kinds of combination：
The prompting message of the user is shown on the minute surface display unit of the mirror display；Or
In the blessing date match of current time and the user, on the minute surface display unit of the mirror display
Display blessing information.
In the alternative embodiment of the present invention, the multiple instruction that the processor 43 performs also includes：
When monitoring that the user is left in the monitor area of the Intelligent mirror, the minute surface display unit passes through institute
The Part II for stating Part I and the mirror forms complete minute surface；
When the trigger signal for the switch for getting the minute surface display unit, and trigger the switch of the minute surface display unit
When being closed, the minute surface display unit is closed, the minute surface display unit passes through the Part I and the mirror
The Part II of son forms complete minute surface.
In the alternative embodiment of the present invention, the multiple instruction that the processor 43 performs also includes：
Obtain interactive signal；
By the interactive signal, to display on the minute surface display unit of the mirror display and the user-association
Information is operated.
It should be noted that for foregoing each method embodiment, in order to be briefly described, therefore it is all expressed as a series of
Combination of actions, but those skilled in the art should know, the present invention is not limited by described sequence of movement because
According to the present invention, some steps can use other orders or carry out simultaneously.Secondly, those skilled in the art should also know
Know, embodiment described in this description belongs to preferred embodiment, and involved action and module are not necessarily of the invention
It is necessary.
In the above-described embodiments, the description to each embodiment all emphasizes particularly on different fields, and does not have the portion being described in detail in some embodiment
Point, it may refer to the associated description of other embodiment.
In several embodiments provided herein, it should be understood that disclosed device, can be by another way
Realize.For example, device embodiment described above is only schematical, such as the division of the unit, it is only one kind
Division of logic function, can there is an other dividing mode when actually realizing, such as multiple units or component can combine or can
To be integrated into another system, or some features can be ignored, or not perform.Another, shown or discussed is mutual
Coupling direct-coupling or communication connection can be by some interfaces, the INDIRECT COUPLING or communication connection of device or unit,
Can be electrical or other forms.
The unit illustrated as separating component can be or may not be physically separate, show as unit
The part shown can be or may not be physical location, you can with positioned at a place, or can also be distributed to multiple
On NE.Some or all of unit therein can be selected to realize the mesh of this embodiment scheme according to the actual needs
's.
In addition, each functional unit in various embodiments of the present invention can be integrated in a processing unit, also may be used
To be that unit is individually physically present, can also two or more units it is integrated in a unit.It is above-mentioned integrated
Unit can both be realized in the form of hardware, can also be realized in the form of SFU software functional unit.
If the integrated unit is realized in the form of SFU software functional unit and is used as independent production marketing or use
When, it can be stored in a computer read/write memory medium.Based on such understanding, technical scheme is substantially
The part to be contributed in other words to prior art or all or part of the technical scheme can be in the form of software products
Embody, the computer software product is stored in a storage medium, including some instructions are causing a computer
Equipment (can be personal computer, server or network equipment etc.) perform each embodiment methods described of the present invention whole or
Part steps.And foregoing storage medium includes：USB flash disk, read-only storage (ROM, Read-Only Memory), arbitrary access are deposited
Reservoir (RAM, Random Access Memory), mobile hard disk, magnetic disc or CD etc. are various can be with store program codes
Medium.
Described above, the above embodiments are merely illustrative of the technical solutions of the present invention, rather than its limitations；Although with reference to before
Embodiment is stated the present invention is described in detail, it will be understood by those within the art that：It still can be to preceding
State the technical scheme described in each embodiment to modify, or equivalent substitution is carried out to which part technical characteristic；And these
Modification is replaced, and the essence of appropriate technical solution is departed from the scope of various embodiments of the present invention technical scheme.
Claims (10)
1. a kind of face authentication method, applied in Intelligent mirror, it is characterised in that the Intelligent mirror shows including the minute surface
Show device, the mirror display includes at least one camera device, minute surface display unit and mirror, and the minute surface display unit leads to
The Part I display information of the mirror is crossed, the Part II of the mirror is used to be imaged, and at least one shooting dress
Put and be embedded at the Part II, methods described includes：
When having monitored that user is being seen to the mirror, the user is clapped by least one camera device
Take the photograph, obtain the picture of shooting；
The facial image of the user is determined from the picture of the shooting；
The facial image of the user is authenticated；
When the facial image certification success of the user, the user is recorded；
Display and the information of the user-association on the minute surface display unit of the mirror display.
2. face authentication method as claimed in claim 1, it is characterised in that at least one camera device is multiple, no
It is different with the image pickup scope of the camera device, it is described when having monitored that user is being seen to the mirror, by it is described at least
One camera device is shot to the user, is obtained the picture of shooting and is included：
When having monitored that user is being seen to the mirror, the height of the user is calculated；
According to height and the corresponding relation of the image pickup scope of camera device, determine that target corresponding to the height of the user images model
Enclose, and determine the target camera device belonging to the target image pickup scope；
The user is shot using the target camera device, obtains the picture of shooting.
3. face authentication method as claimed in claim 2, it is characterised in that described to have monitored that user is being seen to the mirror
The period of the day from 11 p.m. to 1 a.m, calculating the height of the user includes：
When having monitored that user is being seen to the mirror, image is obtained by least one camera device；
When the user images in the image of acquisition have whole body images, it is determined that obtaining whole body from least one camera device
The camera device of image；
Determine the distance between user and the camera lens of camera device determined；
Obtain the camera lens of the camera device of the determination to the distance between the imaging sensor of camera device of the determination and
Image height of the user on the imaging sensor of the camera device of the determination；
The distance between camera lens of camera device according to user and the determination, the determination camera device camera lens to institute
State the imaging sensor of the distance between imaging sensor of camera device of determination and user in the camera device of the determination
On image height, calculate the height of user.
4. face authentication method as claimed any one in claims 1 to 3, it is characterised in that described as the people of the user
During face image certification success, recording the user includes following one or more kinds of combination：
When the facial image certification success of the user, current time is obtained, records current time and the information of the user；
When the facial image certification success of the user, send the gate inhibition that control instruction extremely communicates with the Intelligent mirror and set
It is standby to control the access control equipment to open.
5. face authentication method as claimed any one in claims 1 to 3, it is characterised in that described to be shown in the minute surface
Display and the information of the user-association include following one or more kinds of combination on the minute surface display unit of device：
The prompting message of the user is shown on the minute surface display unit of the mirror display；
In the blessing date match of current time and the user, shown on the minute surface display unit of the mirror display
Bless information.
6. face authentication method as claimed any one in claims 1 to 3, it is characterised in that methods described also includes：
When monitoring that the user is left in the monitor area of the camera device in the Intelligent mirror, close the minute surface and show
Show unit, the minute surface display unit forms complete minute surface by the Part II of the Part I and the mirror；
When the trigger signal for the switch for getting the minute surface display unit, and the switch for triggering the minute surface display unit is in
During closed mode, the minute surface display unit is closed, the minute surface display unit passes through the Part I and the mirror
Part II forms complete minute surface.
7. face authentication method as claimed any one in claims 1 to 3, it is characterised in that methods described also includes：
Obtain interactive signal；
By the interactive signal, to display on the minute surface display unit of the mirror display and the information of the user-association
Operated.
8. face authentication method as described in claim 7, it is characterised in that the interactive signal includes voice signal, hand
Gesture signal, touching signals.
A kind of 9. Intelligent mirror, it is characterised in that the Intelligent mirror includes the mirror display, memory and processor,
The mirror display includes at least one camera device, minute surface display unit and mirror, and the minute surface display unit passes through institute
The Part I display information of mirror is stated, the Part II of the mirror is used to be imaged, and at least one camera device is embedding
Located at the Part II, the Intelligent mirror also includes memory and processor, and the memory is at least one for storing
Instruction, the processor for performing at least one instruction, to realize, recognize as any one of claim 1 to 8 by face
Card method.
10. a kind of computer-readable recording medium, it is characterised in that the computer-readable recording medium storage has at least one
Instruction, at least one instruction realize the face authentication side as any one of claim 1 to 8 when being executed by processor
Method.
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| CN201711241159.2A CN107832745B (en) | 2017-11-30 | 2017-11-30 | Face authentication method, intelligent mirror and storage medium |
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| CN201711241159.2A CN107832745B (en) | 2017-11-30 | 2017-11-30 | Face authentication method, intelligent mirror and storage medium |
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| CN111665728A (en) * | 2020-05-11 | 2020-09-15 | 广州日顺电子科技有限公司 | Hotel intelligent comprehensive management method, electronic equipment, storage medium and system |
| CN111736725A (en) * | 2020-06-10 | 2020-10-02 | 京东方科技集团股份有限公司 | Intelligent mirror and intelligent mirror awakening method |
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