CN107958147A - A kind of identity multi-dimensional intelligent identification device and system - Google Patents
A kind of identity multi-dimensional intelligent identification device and system Download PDFInfo
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- CN107958147A CN107958147A CN201810037775.4A CN201810037775A CN107958147A CN 107958147 A CN107958147 A CN 107958147A CN 201810037775 A CN201810037775 A CN 201810037775A CN 107958147 A CN107958147 A CN 107958147A
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- 238000004891 communication Methods 0.000 claims abstract description 24
- 238000005286 illumination Methods 0.000 description 5
- 238000010586 diagram Methods 0.000 description 3
- 238000005516 engineering process Methods 0.000 description 3
- 230000001815 facial effect Effects 0.000 description 3
- 230000003287 optical effect Effects 0.000 description 3
- 230000003796 beauty Effects 0.000 description 2
- 230000008878 coupling Effects 0.000 description 2
- 238000010168 coupling process Methods 0.000 description 2
- 238000005859 coupling reaction Methods 0.000 description 2
- 230000011664 signaling Effects 0.000 description 2
- 229910000838 Al alloy Inorganic materials 0.000 description 1
- 229910000851 Alloy steel Inorganic materials 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 229910010293 ceramic material Inorganic materials 0.000 description 1
- 230000007423 decrease Effects 0.000 description 1
- 230000007613 environmental effect Effects 0.000 description 1
- 238000000605 extraction Methods 0.000 description 1
- 238000009434 installation Methods 0.000 description 1
- 239000007769 metal material Substances 0.000 description 1
- 229920003023 plastic Polymers 0.000 description 1
- 239000004033 plastic Substances 0.000 description 1
- 239000010959 steel Substances 0.000 description 1
- 238000006467 substitution reaction Methods 0.000 description 1
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F21/30—Authentication, i.e. establishing the identity or authorisation of security principals
- G06F21/31—User authentication
- G06F21/32—User authentication using biometric data, e.g. fingerprints, iris scans or voiceprints
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F21/30—Authentication, i.e. establishing the identity or authorisation of security principals
- G06F21/31—User authentication
- G06F21/34—User authentication involving the use of external additional devices, e.g. dongles or smart cards
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- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Collating Specific Patterns (AREA)
- Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
Abstract
A kind of identity multi-dimensional intelligent identification device provided in an embodiment of the present invention and system, belong to field of medical device.Identity multi-dimensional intelligent identification device includes body, identity card identification module, fingerprint identification module, voice cue module, display screen, near-infrared camera, colour imagery shot, communication module, face recognition module, near-infrared light source and controller, face recognition module, identity card identification module, fingerprint identification module, voice cue module, display screen, near-infrared camera, colour imagery shot, near-infrared light source and communication module are coupled with controller, face recognition module, identity card identification module, fingerprint identification module, voice cue module, display screen, near-infrared camera, near-infrared light source and colour imagery shot are arranged on body, controller and communication module are arranged in body, body includes base and bracket component, base is connected with bracket component.
Description
Technical field
The present invention relates to field of medical device, in particular to a kind of identity multi-dimensional intelligent identification device and system.
Background technology
Existing face identification system, illumination variation are to influence a principal element of system identification performance, when identification
Illumination and during inconsistent illumination condition during user's registration, it will usually cause the significantly decline of recognition performance;And some
In special circumstances, the identification device in identifying system may be by strong illuminations such as sunlights, so as to cause to know in this case
Other device does not receive any Lighting information from face feedback, leverages the recognition performance of face identification system.And
When recognition of face is broken down, recognition failures can be caused, therefore, how to solve the above problems is the technology of current urgent need to resolve
Problem.
The content of the invention
It is an object of the invention to provide a kind of identity multi-dimensional intelligent identification device and system, it can improve above-mentioned technology
Problem.
What the embodiment of the present invention was realized in:
A kind of identity multi-dimensional intelligent identification device, it includes body, identity card identification module, fingerprint identification module, voice
Reminding module, display screen, near-infrared camera, colour imagery shot, communication module, near-infrared light source, face recognition module and control
Device processed, it is the identity card identification module, the fingerprint identification module, the voice cue module, the display screen, described near red
Outer camera, the colour imagery shot, the near-infrared light source, the face recognition module and the communication module with it is described
Controller couples, the face recognition module, the identity card identification module, the fingerprint identification module, the voice prompt
Module, the display screen, the near-infrared camera, the near-infrared light source and the colour imagery shot are arranged on the body
On, the controller and the communication module are arranged in the body, and the body includes base and bracket component, the bottom
Seat is connected with the bracket component, the face recognition module, the identity card identification module, the fingerprint identification module, institute
Voice cue module, the display screen, the near-infrared light source, the near-infrared camera and the colour imagery shot is stated to be all provided with
In on the bracket component, the controller and the communication module are arranged in the base.
In preferred embodiments of the present invention, above-mentioned bracket component includes first support and second support, described first
One end of frame is connected with the base, and the other end of the first support is connected with the second support, the first support with
The junction of the second support forms the arc more than 90 degree, the face recognition module, the voice cue module, described
Identity card identification module and the fingerprint identification module are arranged in the first support, the near-infrared light source, the display
Screen, the near-infrared camera and the colour imagery shot are arranged in the second support.
In preferred embodiments of the present invention, above-mentioned near-infrared camera and the colour imagery shot are arranged on the display
In screen.
In preferred embodiments of the present invention, above-mentioned communication module includes GPRS communication chips, network interface card or ziggbee chips
In any one.
In preferred embodiments of the present invention, above-mentioned voice cue module includes loudspeaker, the loudspeaker and the control
Device coupling processed.
In preferred embodiments of the present invention, above-mentioned bracket component is equipped with multiple through holes, and each through hole is used to release
Put the voice that the loudspeaker is sent.
In preferred embodiments of the present invention, above-mentioned multiple through holes are into circular arrangement.
In preferred embodiments of the present invention, above-mentioned first support is equipped with the first groove and use for being used for placing identity card
In the second groove of collection fingerprint, the identity card identification module is arranged in first groove, and the fingerprint identification module is set
In in second groove.
In preferred embodiments of the present invention, above-mentioned near-infrared light source includes multiple LED light for being used to launch near-infrared, often
A LED light is coupled with the controller.
A kind of identity multi-dimensional intelligent identifying system, it is characterised in that including the identity multidimensional as described in above-mentioned any one
Intelligent identification device.
The beneficial effect of the embodiment of the present invention is:An embodiment of the present invention provides a kind of identity multi-dimensional intelligent identification device and
System, gathers the ID card information of user, the fingerprint of fingerprint identification module collection user is believed by the identity card identification module
Breath and the face information that user is gathered by the near-infrared camera or colour imagery shot, so that the controller leads to
Cross and judge whether gathered ID card information, finger print information and face information are matched with active user, so as to be tested
Card, and then the accuracy rate of identification is effectively increased, effectively avoid when the identity card identification module or fingerprint identification module
And when any one in the near-infrared camera or colour imagery shot or two failures, can continue to work normally,
Facility is further provided to the user, and has brought identification to user and ensure.
Other features and advantages of the present invention will be illustrated in subsequent specification, also, partly be become from specification
It is clear that or understood by implementing the embodiment of the present invention.The purpose of the present invention and other advantages can be by being write
Specifically noted structure is realized and obtained in specification, claims and attached drawing.
Brief description of the drawings
In order to illustrate the technical solution of the embodiments of the present invention more clearly, below will be to needed in the embodiment attached
Figure is briefly described, it will be appreciated that the following drawings illustrate only certain embodiments of the present invention, therefore be not construed as pair
The restriction of scope, for those of ordinary skill in the art, without creative efforts, can also be according to this
A little attached drawings obtain other relevant attached drawings.
Fig. 1 is the structure diagram for the identity multi-dimensional intelligent identification device that first embodiment of the invention provides;
Fig. 2 is the high-level schematic functional block diagram of the control function in the identity multi-dimensional intelligent identification device shown in Fig. 1;
Fig. 3 is the structure diagram for the identity multi-dimensional intelligent identifying system that second embodiment of the invention provides.
Icon:100- identity multi-dimensional intelligent identification devices;110- bodies;120- identity card identification modules;130- refers to
Line identification module;140- voice cue modules;150- display screens;160- near-infrared cameras;170- colour imagery shots;
180- communication modules;190- controllers;191- near-infrared light sources;192- face recognition modules;111- bases;112- branch
Frame component;1121- first supports;1122- second supports;1123- through holes;The first grooves of 1124-;1125- second is recessed
Groove;200- identity multi-dimensional intelligent identifying systems;210- control terminals.
Embodiment
To make the purpose, technical scheme and advantage of the embodiment of the present invention clearer, below in conjunction with the embodiment of the present invention
In attached drawing, the technical solution in the embodiment of the present invention is clearly and completely described, it is clear that described embodiment is
Part of the embodiment of the present invention, instead of all the embodiments.The present invention implementation being usually described and illustrated herein in the accompanying drawings
The component of example can be arranged and designed with a variety of configurations.
Therefore, below the detailed description of the embodiment of the present invention to providing in the accompanying drawings be not intended to limit it is claimed
The scope of the present invention, but be merely representative of the present invention selected embodiment.Based on the embodiments of the present invention, this area is common
Technical staff's all other embodiments obtained without creative efforts, belong to the model that the present invention protects
Enclose.
It should be noted that:Similar label and letter represents similar terms in following attached drawing, therefore, once a certain Xiang Yi
It is defined, then it further need not be defined and explained in subsequent attached drawing in a attached drawing.
In the description of the present invention, it is necessary to explanation, term " " center ", " on ", " under ", "left", "right", " vertical ",
The orientation or position relationship of the instruction such as " level ", " interior ", " outer " be based on orientation shown in the drawings or position relationship, or should
Invention product using when the orientation usually put or position relationship, be for only for ease of the description present invention and simplify description, without
It is instruction or implies that signified device or element there must be specific orientation, with specific azimuth configuration and operation, therefore not
It is understood that as limitation of the present invention.In addition, term " first ", " second ", " the 3rd " etc. are only used for distinguishing description, and cannot manage
Solve to indicate or implying relative importance.
In addition, the term such as term " level ", " vertical ", " pendency " is not offered as requiring component abswolute level or pendency, and
It is to be slightly tilted.Such as " level " only refers to that its direction is more horizontal with respect to for " vertical ", is not to represent the structure
Have to fully horizontally, but can be slightly tilted.
In the description of the present invention, it is also necessary to explanation, unless otherwise clearly defined and limited, term " setting ",
" installation ", " connected ", " connection " should be interpreted broadly, for example, it may be fixedly connected or be detachably connected, or one
Connect body;Can mechanically connect or be electrically connected;It can be directly connected, can also be indirect by intermediary
It is connected, can is the connection inside two elements.For the ordinary skill in the art, on being understood with concrete condition
State the concrete meaning of term in the present invention.
First embodiment
Refer to Fig. 1 to Fig. 2, the present embodiment provides a kind of identity multi-dimensional intelligent identification device 100, it include body 110,
Identity card identification module 120, fingerprint identification module 130, voice cue module 140, display screen 150, near-infrared camera 160,
Colour imagery shot 170, communication module 180, controller 190 and near-infrared light source 191.
In the present embodiment, the body 110 can be that ceramic material is made or metal material is made, if not
Become rusty steel or aluminium alloy etc., can also be that plastics are made.Here, it is not especially limited.
In the present embodiment, the face recognition module 192, the identity card identification module 120, fingerprint identification module
130th, voice cue module 140, near-infrared light source 191, display screen 150, near-infrared camera 160 and colour imagery shot 170 are equal
On the body 110.The controller 190 and the communication module 180 are arranged in the body 110.
In the present embodiment, the body 110 includes base 111 and bracket component 112.The base 111 and the branch
Frame component 112 connects.For example, the base 111 is detachably connected with bracket component 112 or base 111 and stent group
Part 112 is fixedly connected, and is such as integrally formed or is welded.
In this embodiment, it is preferred that the base 111 is integrally formed with bracket component 112.
In the present embodiment, the face recognition module 192, the identity card identification module 120, near-infrared light source 191,
Fingerprint identification module 130, voice cue module 140, display screen 150, near-infrared camera 160 and colour imagery shot 170 are all provided with
In on the bracket component 112, the controller 190 and the communication module 180 are arranged in the base 111.
In the present embodiment, the base 111 can be cylinder or cube, such as cuboid or square,
Can also be other shapes, here, being not especially limited.
In the present embodiment, the bracket component 112 includes first support 1121 and second support 1122.
In the present embodiment, one end of the first support 1121 is connected with the base 111, the first support 1121
The other end be connected with the second support 1122, the junction of the first support 1121 and the second support 1122 is formed
Arc more than 90 degree.
In the present embodiment, the bracket component 112 is equipped with multiple through holes 1123, and each through hole 1123 is used to release
Put the voice that the loudspeaker is sent.
In this embodiment, it is preferred that the multiple through hole 1123 is into circular arrangement.
In the present embodiment, the face recognition module 192, the voice cue module 140, the identity card identification mould
Block 120 and the fingerprint identification module 130 are arranged in the first support 1121, near-infrared light source 191, the display screen
150th, the near-infrared camera 160 and the colour imagery shot 170 are arranged in the second support 1122.
In this embodiment, it is preferred that the first support 1121 is integrally formed with second support 1122.
In the present embodiment, the first support 1121 is equipped with the first groove 1124 for being used for placing identity card and is used for
The second groove 1125 of fingerprint is gathered, the identity card identification module 120 is arranged in first groove 1124, and the fingerprint is known
Other module 130 is arranged in second groove 1125.
In the present embodiment, the identity card identification module 120 is coupled with the controller 190, the identity card identification
Module 120 is used for the ID card information for identifying user.
In the present embodiment, the model of the identity card identification module 120 can be MTR4046 or MTR5011
Either MTR5012, here, being not especially limited.
In the present embodiment, the fingerprint identification module 130 is coupled with the controller 190, for gathering the finger of user
Line information, so that gathered finger print information be identified.
In the present embodiment, the model of the fingerprint identification module 130 can be AS608 or LD-020, go back
Can be FM-180.Here, it is not especially limited.
In the present embodiment, the voice cue module 140 is coupled with the controller 190, passes through voice for sending
Prompted, e.g., when user carries out identity card identification failure, inform that user identifies mistake, or in fingerprint recognition mistake
When, inform that user identifies mistake, or ID card information identification and fingerprint recognition by when, send the successful voice of identification.
Here, it is not especially limited.
In the present embodiment, the voice cue module 140 includes loudspeaker, the loudspeaker and the controller 190
Coupling.
In the present embodiment, the display screen 150 is coupled with the controller 190, and the display screen 150 is used for aobvious in real time
Show the facial image that the near-infrared camera 160 and the colour imagery shot 170 are gathered.
In this embodiment, it is preferred that the display screen 150 is screen comprehensively.
In the present embodiment, the near-infrared camera 160 is coupled with the controller 190, the near-infrared camera
160 facial image for gathering user.And by the near-infrared camera 160 can in the case of dark into
Row collection, so that user is either when light is stronger or dark when can use, Jin Erwei
User brings great convenience.Wherein, the dark referred to such as night.The light refers to more by force as outside daytime room
Or the interior that without sunlight is blocked.Here, it is not especially limited.
In the present embodiment, the model of the near-infrared camera 160 can be YTXX-DC001-E or
KP-F120CL.Here, it is not especially limited.
In this embodiment, it is preferred that the near-infrared camera 160 is arranged in the display screen 150.By by described in
Near-infrared camera 160 is arranged in the display screen 150, so that the near-infrared camera 160 can preferably be hidden
In in the display screen 150, and improve the beauty of the identity multi-dimensional intelligent identification device 100.
In the present embodiment, the quantity of the near-infrared camera 160 can be more.
In the present embodiment, the colour imagery shot 170 is coupled with the controller 190, and the colour imagery shot 170 is used
In the facial image of collection user.
In the present embodiment, the model of the colour imagery shot 170 can be imx486 or MC50.Here, not
Make specific limit.
In this embodiment, it is preferred that the colour imagery shot 170 is arranged in the display screen 150.By by the coloured silk
Color camera 170 is arranged in the display screen 150 so that the colour imagery shot 170 can preferably be hidden in it is described
In display screen 150, and improve the beauty of the identity multi-dimensional intelligent identification device 100.
In the present embodiment, the quantity of the colour imagery shot 170 can be more.
In the present embodiment, the communication module 180 is coupled with the controller 190.The communication module 180 is used for will
Data sending transmitted by the controller 190 is to default terminal, as sent to user computer.
In the present embodiment, the communication module 180 includes any in GPRS communication chips, network interface card or ziggbee chips
It is a kind of.Wherein, the network interface card can be wireless network card or wired network adapter, here, being not especially limited.
In the present embodiment, the model of the communication module 180 can be CC1070RSQR or USR-GM3.
Here, it is not especially limited.
In the present embodiment, the controller 190 can be general processor, including central processing unit (Central
Processing Unit, CPU), can also be digital signal processor (Digital Signal Processing, DSP), specially
With integrated circuit (Application Specific Integrated Circuit, ASIC), ready-made programmable gate array
(Field Programmable Gate Array, FPGA) either other programmable logic device, discrete gate or transistor are patrolled
Collect device, discrete hardware components.
In the present embodiment, the model of the controller 190 can be STM32F103C8T6 or
STM32F103VET6.Here, it is not especially limited.
In the present embodiment, the near-infrared light source 191 is coupled with the controller 190, for being gathered when controller 190
To when having face to be located at 150 region of display screen, the near-infrared light source 191 is controlled to send near infrared ray.
In the present embodiment, the near-infrared light source 191 includes multiple LED light for being used to launch near-infrared, each described
LED light is coupled with the controller 190.
In the present embodiment, the LED light distribution is arranged on the periphery of the display screen 150.
The operation principle of identity multi-dimensional intelligent identification device 100 is:The collection of identity card identification module 120 is first passed through to use
The ID card information at family, fingerprint identification module 130 gather the finger print information of user and by the near-infrared camera 160 or
Colour imagery shot 170 gathers the face information of user, so that the controller 190 is by judging that gathered identity card is believed
Whether breath, finger print information and face information are matched with active user, so as to be verified, and then effectively increase identification
Accuracy rate, effectively avoids when the identity card identification module 120 or the shooting of fingerprint identification module 130 and the near-infrared
First 160 or colour imagery shot 170 in any one or two when breaking down, can continue to work normally, be further user
Provide convenience, and bring identification to user and ensure.
In the present embodiment, the face recognition module 192 is coupled with the controller 190, for carrying out recognition of face.
Specifically, the face recognition module 192 is by first obtaining the reflected signal of target identification subject face;Wherein, reflected signal
Including optical signalling and ultrasonic signal;Feature extraction processing is carried out to reflected signal again, generates the actual characteristic data of face;
Finally actual characteristic data are compared with the desired characteristics data in the property data base pre-established, confirm target identification
The identity information of object;Wherein, property data base includes the identity information and the corresponding desired characteristics of identity information for specifying user
Data;Desired characteristics data include the corresponding optical signature data of face and ultrasonic wave characteristic for specifying user.
, can be in strong illumination in the present embodiment by the way that optical signalling and ultrasonic signal are combined, optics letter
In the case of number faint, the characteristic of target identification object is extracted by ultrasonic signal, realizes round-the-clock face
Identification, improves the environmental suitability of recognition of face mode.
Second embodiment
Fig. 3 is refer to, the present embodiment provides a kind of identity multi-dimensional intelligent identifying system 200, it includes identity multi-dimensional intelligent
Identification device 100 and control terminal 210.
In the present embodiment, the control terminal 210 communicates with the identity multi-dimensional intelligent identification device 100.Example
Such as, the control terminal 210 is communicated or is controlled by cable with the identity multi-dimensional intelligent identification device 100
Terminal 210 is communicated with the identity multi-dimensional intelligent identification device 100 by wireless network.Here, it is not especially limited.
In the present embodiment, the control terminal 210 is used to receive transmitted by the identity multi-dimensional intelligent identification device 100
Checking information, and stored.
Wherein, the control terminal 210 can be server, such as the webserver or user terminal, such as take down notes
This computer or desktop computer etc..Here, it is not especially limited.
In conclusion a kind of identity multi-dimensional intelligent identification device provided by the invention and system, are known by the identity card
ID card information, the fingerprint identification module of other module collection user gathers the finger print information of user and is taken the photograph by the near-infrared
As head or the face information of colour imagery shot collection user, so that the controller is by judging that gathered identity card is believed
Whether breath, finger print information and face information are matched with active user, so as to be verified, and then effectively increase identification
Accuracy rate, effectively avoids when the identity card identification module or fingerprint identification module and the near-infrared camera or coloured silk
When any one in color camera or two failures, it can continue to work normally, further provided facility to the user, and
And bring identification to user and ensure.
The foregoing is only a preferred embodiment of the present invention, is not intended to limit the invention, for the skill of this area
For art personnel, the invention may be variously modified and varied.Within the spirit and principles of the invention, that is made any repaiies
Change, equivalent substitution, improvement etc., should all be included in the protection scope of the present invention.
Claims (10)
- A kind of 1. identity multi-dimensional intelligent identification device, it is characterised in that including:Body, identity card identification module, fingerprint recognition mould Block, voice cue module, display screen, near-infrared camera, colour imagery shot, communication module, near-infrared light source, recognition of face mould Block and controller, the identity card identification module, the fingerprint identification module, the voice cue module, the display screen, institute It is equal to state near-infrared camera, the colour imagery shot, the near-infrared light source, the face recognition module and the communication module Coupled with the controller, the face recognition module, the identity card identification module, the fingerprint identification module, institute's predicate Sound reminding module, the display screen, the near-infrared camera, the near-infrared light source and the colour imagery shot are arranged on institute To state on body, the controller and the communication module are arranged in the body, and the body includes base and bracket component, The base is connected with the bracket component, the face recognition module, the identity card identification module, the fingerprint recognition mould Block, the voice cue module, the display screen, the near-infrared light source, the near-infrared camera and the colored shooting Head is arranged on the bracket component, and the controller and the communication module are arranged in the base.
- 2. identity multi-dimensional intelligent identification device according to claim 1, it is characterised in that the bracket component includes first Stent and second support, one end of the first support are connected with the base, the other end of the first support and described the Two stents connect, and the junction of the first support and the second support forms the arc more than 90 degree, the recognition of face Module, the voice cue module, the identity card identification module and the fingerprint identification module are arranged on the first support On, the near-infrared light source, the display screen, the near-infrared camera and the colour imagery shot are arranged on described second On frame.
- 3. identity multi-dimensional intelligent identification device according to claim 1, it is characterised in that the near-infrared camera and institute Colour imagery shot is stated to be arranged in the display screen.
- 4. identity multi-dimensional intelligent identification device according to claim 1, it is characterised in that the communication module includes GPRS Any one in communication chip, network interface card or ziggbee chips.
- 5. identity multi-dimensional intelligent identification device according to claim 1, it is characterised in that the voice cue module includes Loudspeaker, the loudspeaker are coupled with the controller.
- 6. identity multi-dimensional intelligent identification device according to claim 5, it is characterised in that the bracket component is equipped with more A through hole, each through hole are used to discharge the voice that the loudspeaker is sent.
- 7. identity multi-dimensional intelligent identification device according to claim 6, it is characterised in that the multiple through hole is into circular row Row.
- 8. identity multi-dimensional intelligent identification device according to claim 2, it is characterised in that the first support, which is equipped with, to be used In the first groove and the second groove for gathering fingerprint of placing identity card, the identity card identification module is arranged on described first In groove, the fingerprint identification module is arranged in second groove.
- 9. identity multi-dimensional intelligent identification device according to claim 1, it is characterised in that the near-infrared light source includes more A LED light for being used to launch near-infrared, each LED light are coupled with the controller.
- 10. a kind of identity multi-dimensional intelligent identifying system, it is characterised in that including the body as described in claim 1-9 any one Part multi-dimensional intelligent identification device.
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CN109034064B (en) * | 2018-07-26 | 2021-01-08 | 长沙舍同智能科技有限责任公司 | Near-infrared face recognition method, device and implementation device |
CN110399864A (en) * | 2019-08-12 | 2019-11-01 | 乌鲁木齐明华智能电子科技有限公司 | A kind of unattended wisdom terminal based on face payment |
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