CN108876976A - Card identification device, image collecting device grab and steal card system and method - Google Patents
Card identification device, image collecting device grab and steal card system and method Download PDFInfo
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- CN108876976A CN108876976A CN201810321484.8A CN201810321484A CN108876976A CN 108876976 A CN108876976 A CN 108876976A CN 201810321484 A CN201810321484 A CN 201810321484A CN 108876976 A CN108876976 A CN 108876976A
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- 238000004590 computer program Methods 0.000 description 5
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- 230000033228 biological regulation Effects 0.000 description 3
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- 238000012545 processing Methods 0.000 description 3
- XEEYBQQBJWHFJM-UHFFFAOYSA-N Iron Chemical compound [Fe] XEEYBQQBJWHFJM-UHFFFAOYSA-N 0.000 description 2
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- 230000004048 modification Effects 0.000 description 2
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- GOLXNESZZPUPJE-UHFFFAOYSA-N spiromesifen Chemical compound CC1=CC(C)=CC(C)=C1C(C(O1)=O)=C(OC(=O)CC(C)(C)C)C11CCCC1 GOLXNESZZPUPJE-UHFFFAOYSA-N 0.000 description 2
- 208000033748 Device issues Diseases 0.000 description 1
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- 238000013459 approach Methods 0.000 description 1
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Classifications
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- G—PHYSICS
- G07—CHECKING-DEVICES
- G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
- G07C9/00—Individual registration on entry or exit
- G07C9/20—Individual registration on entry or exit involving the use of a pass
- G07C9/22—Individual registration on entry or exit involving the use of a pass in combination with an identity check of the pass holder
- G07C9/25—Individual registration on entry or exit involving the use of a pass in combination with an identity check of the pass holder using biometric data, e.g. fingerprints, iris scans or voice recognition
- G07C9/257—Individual registration on entry or exit involving the use of a pass in combination with an identity check of the pass holder using biometric data, e.g. fingerprints, iris scans or voice recognition electronically
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Abstract
It the present invention provides a kind of card identification device, image collecting device, grabs and steals card system and method, the card identification device includes：Card image identification module, for identification card image；Data transmission module, for sending trigger signal to image collecting device in the case where the card image identification module recognizes special card, the trigger signal is used to trigger the human face image information for the personnel that swipe the card that described image acquisition device acquires the special card, whether wherein the human face image information with the human face image information of the card holder of the special card in portrait database for being compared, to be the personnel of stealing a ride based on the personnel that swipe the card described in comparison result judgement.Technical solution according to an embodiment of the present invention, whether it is that the personnel of stealing a ride make accurate judgement to the personnel of swiping the card using face identification device, be conducive to alert the personnel of stealing a ride or it is imposed a fine in accordance with the law according to security administration punishment act, to avoid stealing economic loss caused by behavior of swiping the card.
Description
Technical field
The present invention relates to grabbing to steal card technique field, relates more specifically to a kind of card identification device, image collecting device, grabs
Steal card system and method.
Background technique
A variety of special cards, example are generally included in existing public transport system (such as subway or bus system)
Such as interior employee's card, old card and student card, those special cards are different from the public transport card that revenue passenger uses, compare
Common bus card (such as all-purpose card etc.) has more preferential, and special group personnel are given in the presence of above-mentioned welfare card
It is preferential, with non-generality.
However, existing public transport system, as soon as especially subway or bus card-punching system there are a defect,
Whether can not to swipe the card personnel be real welfare card card holder identify, for example, presently, there are criminal's duplications if being
Or usurp interior employee card subway bus card all-purpose card is on network or circle of friends is sold, copy card generally can monthly exempt from
Take and sit 200 subways, bus card is free of charge, and due to current subway system be whether can not be real good fortune to the personnel of swiping the card
Benefit card card holder identifies, can only be allowed to arbitrarily using those copy cards, the criminal is with opportunity, so that stealing a ride
Behavior causes certain economic loss to public transport system.
Summary of the invention
The present invention is proposed in view of the above problem.According to an aspect of the present invention, a kind of card identification device is provided,
Including：
Card image identification module, for identification card image；
Data transmission module, for being adopted in the case where the card image identification module recognizes special card to image
Acquisition means send trigger signal, and the trigger signal acquires swiping the card for the special card for triggering described image acquisition device
The human face image information of personnel, wherein the human face image information is used to hold with the special card in portrait database
Whether the human face image information of person is compared, to be the personnel of stealing a ride based on the personnel that swipe the card described in comparison result judgement.
Illustratively, further include alarm module, be used for：Receiving the personnel that swipe the card in the data transmission module is to escape
In the case where the information warning of ticket personnel, alert notification is issued.
Illustratively, further include control module, be used for：Receiving the personnel that swipe the card in the data transmission module is to hold
In the case where the feedback information of card person, control allows gate passage to open；It is received in the data transmission module described
In the case that the personnel of swiping the card are the information warning for the personnel of stealing a ride, forbid gate passage to open or control gate passage and remain turned-off shape
State.
Illustratively, the card identification device is arranged in card swiping terminal, and the card swiping terminal includes gate, gate inhibition's end
End or the POS.
Illustratively, the special card is that there is preferential card or interior employee to block compared to generic card.
Another aspect of the present invention provides a kind of image collecting device, including：Data transmission module and image capture module,
The data transmission module, for receiving trigger signal, the trigger signal is that card identification device recognizes spy
It is sent when different card；
Described image acquisition module, for being received according to the data transmission module the trigger signal acquisition described in
The human face image information of the personnel that swipe the card of special card；
The data transmission module is also used to for the human face image information to be sent to face identification device, the face
Image information with the human face image information of the card holder of the special card in portrait database for being compared, based on comparison
Whether the personnel that as a result swipe the card described in judgement are the personnel of stealing a ride.
Illustratively, further include alarm module, be used for：Receiving the personnel that swipe the card in the data transmission module is to escape
In the case where the information warning of ticket personnel, alert notification is issued.
Further aspect of the present invention, provide it is a kind of based on recognition of face grabbing steal card system, the system comprises recognitions of face
Device, card identification device above-mentioned and image collecting device above-mentioned,
Wherein, the face identification device is used for the specific cards in the human face image information and portrait database
Whether the human face image information of the card holder of piece is compared, and be ticket evader based on the personnel that swipe the card described in comparison result judgement
Member.
Illustratively, the face identification device is specifically used for：
If in the portrait database entreme and mean ratio to swiping the card personnel as ticket evader described in the card holder to match, judging
Member；
If in the portrait database compare to the card holder to match, judge described in swipe the card personnel as card holder's sheet
People.
Illustratively, the face identification device is located at Cloud Server or local.
Another aspect of the invention, provide it is a kind of robber's chucking method is grabbed based on recognition of face, the method includes：
Identification card information；
Trigger signal is sent when recognizing special card, the trigger signal is for triggering image acquisition device institute
The human face image information of the personnel that swipe the card of special card is stated, the human face image information is used for and the spy in portrait database
Whether the figure information of the card holder of different card is compared, to be ticket evader based on the personnel that swipe the card described in comparison result judgement
Member.
Illustratively, further include：In the case where receiving the personnel of swiping the card is the information warning for the personnel of stealing a ride, issue
Alert notification.
Illustratively, further include：
Receive it is described swipe the card feedback information that personnel are card holder in the case where, control allows gate passage
It opens；Alternatively,
In the case where receiving the personnel of swiping the card is the information warning for the personnel of stealing a ride, gate passage is forbidden to open or control
Gate passage processed remains off.
Another aspect of the present invention provides another card identification device, including：Memory, transceiver and processor,
The memory is for storing instruction；
The transceiver is used for receiving and transmitting signal；
The processor is for executing the described instruction stored in the memory, so that the card identification device executes
It is above-described that robber's chucking method is grabbed based on recognition of face.
Another aspect of the present invention, provide it is a kind of robber's chucking method is grabbed based on recognition of face, the method includes：
Trigger signal is received, the trigger signal is that card identification device is sent when recognizing special card；
The human face image information of the personnel that swipe the card of the special card is acquired according to the trigger signal received；
The human face image information is sent to face identification device, the human face image information is used for and portrait database
In the human face image information of card holder of special card be compared, with based on swipe the card described in comparison result judgement personnel whether
For the personnel of stealing a ride.
Illustratively, further include：
In the case where receiving the personnel of swiping the card is the information warning for the personnel of stealing a ride, alert notification is issued.
Another aspect of the present invention provides another image collecting device, including：Memory, transceiver, camera and place
Device is managed,
The memory is for storing instruction；
The transceiver is used for receiving and transmitting signal；
The camera is for acquiring image information；
The processor is for executing the described instruction stored in the memory, so that described image acquisition device executes
It is above-described that robber's chucking method is grabbed based on recognition of face.
Card identification device, image collecting device and robber's card of grabbing based on recognition of face according to an embodiment of the present invention are
Whether the personnel of swiping the card are that the personnel of stealing a ride make accurate judgement using face recognition technology by system and method, are conducive to stealing a ride
Personnel alert or impose a fine in accordance with the law it according to security administration punishment act, to avoid stealing to swipe the card passing through caused by behavior
Ji loss.
Detailed description of the invention
The embodiment of the present invention is described in more detail in conjunction with the accompanying drawings, the above and other purposes of the present invention,
Feature and advantage will be apparent.Attached drawing is used to provide to further understand the embodiment of the present invention, and constitutes explanation
A part of book, is used to explain the present invention together with the embodiment of the present invention, is not construed as limiting the invention.In the accompanying drawings,
Identical reference label typically represents same parts or step.
Fig. 1 is for realizing card identification device according to an embodiment of the present invention, image collecting device and based on face
The schematic block diagram for stealing the exemplary electronic device of card system and method is grabbed in identification；
Fig. 2 is the schematic block diagram of the card identification device of embodiment according to the present invention；
Fig. 3 is the schematic block diagram of card identification device according to another embodiment of the present invention；
Fig. 4 is the schematic flow chart according to an embodiment of the present invention that grab robber's chucking method based on recognition of face；
Fig. 5 is the schematic block diagram of image collecting device according to an embodiment of the present invention；
Fig. 6 is the schematic block diagram of image collecting device according to another embodiment of the present invention；
Fig. 7 is the schematic flow chart according to another embodiment of the present invention that grab robber's chucking method based on recognition of face；
Fig. 8 is the schematic block diagram according to an embodiment of the invention that grab robber's card system based on recognition of face；
Fig. 9 is that grabbing based on recognition of face according to an embodiment of the invention steals card systematic difference example；And
Figure 10 be according to yet another embodiment of the invention based on recognition of face grabbing steal card systematic difference example.
Specific embodiment
In order to enable the object, technical solutions and advantages of the present invention become apparent, root is described in detail below with reference to accompanying drawings
According to example embodiments of the present invention.Obviously, described embodiment is only a part of the embodiments of the present invention, rather than this hair
Bright whole embodiments, it should be appreciated that the present invention is not limited by example embodiment described herein.
Firstly, describing card identification device, image collecting device and side for realizing the embodiment of the present invention referring to Fig.1
The exemplary electronic device 100 of method.
As shown in Figure 1, electronic equipment 100 includes one or more processors 102, one or more storage devices 104.It can
Selection of land, electronic equipment 100 can also include at least one in input unit 106, output device 108 and imaging sensor 110
A, these components pass through the interconnection of bindiny mechanism's (not shown) of bus system 112 and/or other forms.It should be noted that Fig. 1 institute
The component and structure of the electronic equipment 100 shown be it is illustrative, and not restrictive, as needed, the electronic equipment
It can have other assemblies and structure, such as can also include the transceiver for receiving and transmitting signal.
The processor 102 can be central processing unit (CPU), image processing unit (GPU) or have at data
The processing unit of reason ability and/or the other forms of instruction execution capability, and can control its in the electronic equipment 100
Its component is to execute desired function.
The storage device 104 may include one or more computer program products, and the computer program product can
To include various forms of computer readable storage mediums, such as volatile memory and/or nonvolatile memory.It is described easy
The property lost memory for example may include random access memory (RAM) and/or cache memory (cache) etc..It is described non-
Volatile memory for example may include read-only memory (ROM), hard disk, flash memory etc..In the computer readable storage medium
On can store one or more computer program instructions, processor 102 can run described program instruction, to realize hereafter institute
The function and/or other desired functions (realized by processor) in the embodiment of the present invention stated.The computer can
It reads that various application programs and various data can also be stored in storage medium, such as the application program is used and/or generated
Various data etc..
The input unit 106 can be the device that user is used to input instruction, and may include keyboard, mouse, wheat
One or more of gram wind and touch screen etc..
The output device 108 can export various information (such as image or sound) to external (such as user), and
It may include one or more of display, loudspeaker etc..
Described image sensor 110 can be shot the desired image of user (such as photo, video etc.), and will be captured
Image be stored in the storage device 104 for other components use.
When note that the component and structure of electronic equipment shown in FIG. 1 10 are only exemplary, although electronics shown in fig. 1
Equipment 10 includes multiple and different devices, but as needed, some of which device can not be necessary, some of which
The quantity of device can be more etc., and the present invention does not limit this.
In the following, card identification device 200 according to an embodiment of the present invention will be described with reference to Fig. 2.
As shown in Fig. 2, card identification device 200 includes：Card image identification module 210 and data transmission module 220.
The card image for identification of card image identification module 210.Data transmission module 220 is used in the card image
Identification module recognizes and sends trigger signal to image collecting device in the case where special card, and the trigger signal is for triggering
Described image acquisition device acquires the human face image information of the personnel that swipe the card of the special card, wherein the human face image information
For being compared with the human face image information of the card holder of the special card in portrait database, to be based on comparison result
Whether the personnel that swipe the card described in judgement are the personnel of stealing a ride.
Illustratively, card identification device 200 be arranged in card swiping terminal, wherein the card swiping terminal include gate (such as
Subway gate), door control terminal or the POS (such as bus get on or off the bus the POS at doorway), can also include bank card
Pos machine, dining room POS etc..
Specifically, equal at each access road of the public transport vehicles such as subway or at the car door mouth of bus
Gate or the POS including card identification device 200 can be correspondingly arranged on.Card image in the card identification device 200
Card image, data transmission module 220 are used to recognize spy in the card image identification module identification module 210 for identification
Trigger signal is sent to image collecting device in the case where different card, the trigger signal is for triggering described image acquisition device
Acquire the human face image information of the personnel that swipe the card of the special card.In some embodiments, only special card is being recognized
When trigger described image acquisition device, the case where being constantly in open state compared to image collecting device, this setting is more energy saving
And the loss of image collecting device can be reduced.
Refer in public transport system compared to common bus card it is noted that the special card can be with excellent
The card of favour can also be that interior employee's card or other generic cards of comparing being applicable at scene have preferential card etc. non-big
Many cards.Illustratively, every special card all has specific card holder.
In one embodiment, the data transmission module 220 can pass for wired data transfer module or wireless data
Defeated module, wherein wired data transfer module can include but is not limited to Ethernet or other suitable wired communication modes,
Wireless data transfer module may include Yin Te (Internet) net, mobile communications network (such as GPRS network, GSM network, 2G net
Network, 3G network, 4G network, LTE network or the 5G network in future etc.), WIFI network etc..
In one embodiment, it as shown in figure 3, the card identification device 200 further includes alarm module 230, is used for
In the case that the data transmission module 220 receives the information warning that the personnel of swiping the card are the personnel of stealing a ride, it is logical to issue warning
Know.It, can basis by sending alert notification to notify relevant staff to pay close attention to and handle the illegal personnel of stealing a ride
Relevant laws and regulations give warning or fine etc..
In one embodiment, it as shown in figure 3, the card identification device 200 further includes control module 240, is used for：?
In the case that the data transmission module 220 receives the feedback information that personnel are card holder of swiping the card, control allows
Gate passage is opened, such as in subway station, receiving the personnel that swipe the card in the data transmission module 220 is card holder
Feedback information in the case where, control allow gate passage open, to allow the personnel that swipe the card to ride by channel；In the number
In the case where receiving the information warning that the personnel of swiping the card are the personnel of stealing a ride according to transmission module 220, gate passage is forbidden to open
Or control gate passage remain off, with prevent due to the channel open caused by steal a ride personnel smoothly by bus ask
Topic.
Illustratively, card image identification module 210 can handle device to realize, data transmission module 220 can be by receiving and dispatching
Device realizes that alarm module 230 can control output device by processor to realize, alarm module 230 can also be by transceiver
It realizes, such as alarm module 230 can send warning message to associated mobile terminal or alarm platform.
Grabbing based on recognition of face according to an embodiment of the present invention, which is described, below with reference to Fig. 4 steals chucking method 400.This grabs robber's card
Method 400 is that the angle based on card identification device 200 above-mentioned is described.
In step 410, identification card information.
In one embodiment, it is needing using the inlet deployment card identification device that could be passed through or by bus of swiping the card
With identification card information.For example, arrangement includes the gate of card identification device to identify at each access road of subway station
Card image, alternatively, arrangement includes the POS of card identification device with identification card at the doorway of bus got on or off the bus
Information.
At step 420, trigger signal is sent when recognizing special card, the trigger signal is adopted for triggering image
Acquisition means acquire the human face image information of the personnel that swipe the card of the special card, and the human face image information is used for and portrait data
The figure information of the card holder of the special card in library is compared, to be based on the personnel of swiping the card described in comparison result judgement
No is the personnel that steal a ride.
In one example, the inlet deployment that could be passed through or by bus can be swiped the card with image collector in application
It sets, sends trigger signal when recognizing special card by card identification device, the trigger signal is for triggering image collector
Set the human face image information for acquiring the personnel that swipe the card of the special card.
In one example, it can use face identification device for the institute in the human face image information and portrait database
Whether the figure information for stating the card holder of special card is compared, to be to steal a ride based on the personnel that swipe the card described in comparison result judgement
Personnel.
It illustratively, whether is that the personnel of stealing a ride specifically include based on the personnel that swipe the card described in comparison result judgement：If described
Portrait database entreme and mean ratio is to swiping the card personnel as the personnel of stealing a ride described in the card holder to match, then judging；If in the portrait
In database compare to the card holder to match, then judge described in swipe the card personnel as card holder.
It in one example, then can also be further in order to further make relevant staff know comparison result
Following steps are executed, including：In the case where receiving the personnel of swiping the card is the information warning for the personnel of stealing a ride, it is logical to issue warning
Know.Wherein, alert notification is issued by the alarm module in card identification device, in order to relevant staff or law enfrocement official's root
According to alert notification is given, the personnel of swiping the card for being accused of stealing a ride are handled.
In one embodiment, robber's chucking method of grabbing of the present embodiment further includes：It is to hold receiving the personnel that swipe the card
In the case where the feedback information of person, control allows the opening of gate passage.For in subway or railway station etc. in channel
Inlet is provided at the application scenarios of the gate including card identification device, through described in the face identification device contrast judgement
The personnel that swipe the card are the feedback information of card holder, after face identification device exports the feedback information, are connect in card identification device
In the case where receiving the feedback information that personnel are card holder of swiping the card, control allows the opening of gate passage, so that symbol
The personnel of swiping the card of fit part pass through gate passage and by bus or enter subway station or other corresponding places.
In one embodiment, robber's chucking method of grabbing of the present embodiment further includes receiving the personnel that swipe the card as ticket evader
In the case where the information warning of member, forbids gate passage to open or control gate passage and remain off.For in subway or
Person railway station etc. is provided at the application scenarios of the gate including card identification device at feeder connection, through face identification device
(for example, the face identification device on the Cloud Server of distal end is arranged in) contrast judgement show that the personnel of swiping the card are the personnel's of stealing a ride
After information warning, after face recognition module exports the information warning, once card identification device receives the personnel that swipe the card
In the case where information warning for the personnel of stealing a ride, forbids gate passage to open or control gate passage and remain off, to prevent
Only the personnel of swiping the card enter subway station or other corresponding places, find the personnel of swiping the card for staff and bring various inconvenience, if
Card identification device issues alert notification simultaneously, and relevant staff or law enfrocement official can quickly make a response and swipe the card to this
Personnel are handled.
In the following, image collecting device 500 according to an embodiment of the present invention will be described with reference to Fig. 5.
As shown in figure 5, image collecting device 500 includes data transmission module 510 and image capture module 520.
For the data transmission module 510 for receiving trigger signal, the trigger signal is that card identification device recognizes
It is sent when special card；Described image acquisition module 520 is used for the triggering received according to the data transmission module
The human face image information of the personnel that swipe the card of special card described in signal acquisition；The data transmission module 510, being also used to will be described
Human face image information is sent to face identification device, and the human face image information is used for and the special card in portrait database
Whether the human face image information of card holder is compared, to be the personnel of stealing a ride based on the personnel that swipe the card described in comparison result judgement.
Illustratively, described image acquisition device 500 is corresponding to the card identification device is arranged, for example, a certainly
The access road of iron mouth is provided with the gate including card identification device, then is correspondingly arranged on image collecting device with the gate
500.Illustratively, image collecting device 500 and the face location for the personnel of swiping the card substantially are oppositely arranged, convenient for the personnel's of swiping the card
Human face image information is acquired.Typically, which may include face snap machine or face snap capsule
Son or other can acquire the device of human face image information.
Data transmission module 510 can be wired data transfer module or wireless data transfer module, wherein cable data
Transmission module can include but is not limited to Ethernet or other suitable wired communication modes, and wireless data transfer module can be with
Including because of special (Internet) net, mobile communications network (such as GPRS network, GSM network, 2G network, 3G network, 4G network, LTE
Network or the 5G network etc. in future), WIFI network etc..
In one embodiment, as shown in fig. 6, described image acquisition device 500 further includes alarm module 530, described
In the case that data transmission module receives the information warning that the personnel of swiping the card are the personnel of stealing a ride, alert notification is issued.Pass through
Sending alert notification, can be according to relevant laws and regulations to notify relevant staff to pay close attention to and handle the illegal personnel of stealing a ride
Give warning or fine etc..
Illustratively, image capture module 520 can be realized that data transmission module 510 can be by receiving by imaging sensor
Device is sent out to realize, alarm module 530 can control output device by processor to realize, alarm module 530 can also be by receiving and dispatching
Device is realized, such as alarm module 530 can send warning message to associated mobile terminal or alarm platform.
In the following, describing grabbing based on recognition of face according to an embodiment of the present invention with reference to Fig. 7 steals chucking method 700.This grabs robber
Chucking method 700 is that the angle based on image collecting device 500 above-mentioned is described.
In step S710, trigger signal is received, when the trigger signal is that card identification device recognizes special card
It sends.
In one embodiment, it is needing using the inlet deployment card identification device that could be passed through or by bus of swiping the card
With identification card information.For example, arrangement includes the gate of card identification device to identify at each access road of subway station
Card image, alternatively, arrangement includes the POS of card identification device with identification card at the doorway of bus got on or off the bus
Information.
In one example, the inlet deployment that could be passed through or by bus can be swiped the card with image collector in application
It sets, sends trigger signal when recognizing special card by card identification device, image collecting device receives trigger signal.
In step S720, the face of the personnel that swipe the card of the special card is acquired according to the trigger signal received
Image information.
In one example, image collecting device is corresponding to the card identification device is arranged, for example, in a certain subway
Access road be provided with the gate including card identification device, then be correspondingly arranged on image collecting device with the gate.The figure
It is used to acquire the human face image information of the personnel that swipe the card of the special card as acquisition device.Illustratively, image collecting device
It is substantially oppositely arranged with the face location for the personnel of swiping the card, is acquired convenient for the human face image information to the personnel of swiping the card.
In step S730, the human face image information is sent to face identification device, the human face image information is used
It is compared in the human face image information of the card holder of the special card in portrait database, to judge institute based on comparison result
State whether the personnel of swiping the card are the personnel of stealing a ride.
In one example, the human face image information is sent to face identification device by image collecting device, so that
Face identification device holding the human face image information and the special card in portrait database using face recognition technology
Whether the human face image information of person is compared, to be the personnel of stealing a ride based on the personnel that swipe the card described in comparison result judgement.
It illustratively, whether is that the personnel of stealing a ride specifically include based on the personnel that swipe the card described in comparison result judgement：If described
Portrait database entreme and mean ratio is to swiping the card personnel as the personnel of stealing a ride described in the card holder to match, then judging；If in the portrait
In database compare to the card holder to match, then judge described in swipe the card personnel as card holder.
It in one example, then can also be further in order to further make relevant staff know comparison result
Following steps are executed, including：In the case where receiving the personnel of swiping the card is the information warning for the personnel of stealing a ride, it is logical to issue warning
Know.Wherein, alert notification is issued by the alarm module in card identification device, in order to relevant staff or law enfrocement official's root
According to alert notification is given, the personnel of swiping the card for being accused of stealing a ride are handled.
In the following, reference Fig. 8, which is described grabbing based on recognition of face according to an embodiment of the invention, steals card system 80.
This, which is grabbed, steals at the scene that card system 80 is used to have card swiping terminal, to prevent from stealing the generation of card behavior.Such as Fig. 8 institute
Show, grabbing robber's card system 80 includes：Card identification device 200 and image collecting device 500 described in previous embodiment and people
Face identification device 800, wherein the face identification device 800 is used for will be in the human face image information and portrait database
The human face image information of the card holder of the special card is compared, and based on comparison result judgement described in swipe the card personnel whether
For the personnel of stealing a ride.It is noted that in order to avoid repeat, for in previous embodiment card identification device and image know
The identical description in part repeats no more in the present embodiment in other device.
Illustratively, the card identification device 200 setting is in gate or other card swiping terminals (such as above and below bus
POS, door control terminal, bank card pos machine, the dining room POS at car door mouth etc.) on.Specifically, in public transport vehicles example
As subway each access road at or can be correspondingly arranged on including card identification device 200 at the car door mouth of bus
Gate or card swiping terminal.The card identification device 200 card image for identification, and the case where recognizing special card
It is lower to send trigger signal to described image acquisition device.It only triggers described image acquisition device when recognizing special card,
The case where being constantly in open state compared to image collecting device, damage that is more energy saving and can reducing image capture module is arranged in this
Consumption.
Refer in public transport system compared to common bus card it is noted that the special card can be with excellent
Have the non-masses' such as preferential card or interior employee's card compared to generic card at the card of favour or other applicable scenes
Card, every special card all have specific card holder.
The setting corresponding to the card identification device 200 of described image acquisition device 500, for example, in a certain subway
Access road is provided with the gate including card identification device 200, then is correspondingly arranged on image collecting device 500 with the gate.
The image collecting device 500 is used to acquire the human face image information of the personnel that swipe the card of the special card.Illustratively, image is adopted
Acquisition means 500 and the face location for the personnel of swiping the card substantially are oppositely arranged, and are adopted convenient for the human face image information to the personnel of swiping the card
Collection.Typically, which can be face snap machine or face snap etui or other and can acquire
The device of human face image information.
Illustratively, described image acquisition device 500 is electrically connected with the card identification device 200, with from the card
Identification device 200 receives trigger signal, and described image acquisition device is triggered when recognizing special card and is opened.
Illustratively, it can also be that described image acquisition device 500 and the card identification device 200 are in same local
In net, described image acquisition device 500 can receive the card identification device 200 by network transmission and recognize specific cards
The trigger signal issued when piece；Alternatively, can also be that described image acquisition device 500 and the card identification device 200 pass through
Such as the communication of bluetooth carries out information exchange.
The face identification device 800 is used for the special card in the human face image information and portrait database
The human face image information of card holder be compared, whether to be the personnel of stealing a ride based on the personnel that swipe the card described in comparison result judgement.
Namely face identification device is used for holding based on human face image information collected and the special card in portrait database
The human face image information of card person carries out recognition of face, and to swipe the card described in determination, whether personnel are the personnel of stealing a ride.
Illustratively, the face identification device 800 is specifically used for：If the portrait database entreme and mean ratio to arrive phase
The card holder matched, then judge described in swipe the card personnel as the personnel of stealing a ride；It is held if being compared in the portrait database to what is matched
Card person, then judge described in swipe the card personnel as card holder.
Specifically, recognition of face is a kind of biological identification technology for carrying out identification based on facial feature information of people.
Face recognition module extracts the face feature information for the personnel that swipe the card from human face image information collected, by the facial characteristics with
The facial characteristics of card holder in portrait database is compared, with the face feature information of the extracted personnel that swipe the card of determination with
The similarity of the facial characteristics of the card holder of special card in portrait database, based on the people that swipes the card described in similarity determination
The identity information of member.The disclosure is not construed as limiting used face identification method, such as can use existing recognition of face side
Method, can also be using the face identification method of exploitation in the future.For example, the facial characteristics can be such as eyes, nose of face
The position feature of the key points such as son, the corners of the mouth.Use trained neural network from face for example, the facial characteristics can also be
The feature extracted in image.When the similarity of the facial characteristics of the face feature information and special card card holder for the personnel of swiping the card
When greater than the first preset threshold, it can determine that the personnel of swiping the card are special card card holders.If the face for the personnel that swipe the card
The similarity of the facial characteristics of the special card card holder of any of characteristic information and portrait database is both less than the second default threshold
Value can then determine that the personnel of swiping the card are the personnel of stealing a ride.Second preset threshold is less than or equal to the first preset threshold.
It is noted that the portrait database is that card holder based on special card acquires front face image and pre-
First establish.In one example, its human face image information can be stored to data when user handles and opens special hacking
Library, wherein the human face image information can be the face image of the user or the face feature extracted from the face image letter
Breath.Correspondingly, the human face image information of the personnel that swipe the card of image acquisition device can be the personnel of swiping the card face image or
The facial feature information extracted from collected face image.In other examples, it can also be obtained by other approach special
The human face image information of the card holder of different card, to pre-establish portrait database.For example, being public friendship in the special card
When interior employee's card in way system, the portrait database then includes corresponding public transportation system (such as subway and/or public affairs
Friendship system) interior staff photo bottom library.
In one example, face identification device is located at Cloud Server or local, wherein preferably, the recognition of face
Device is located at Cloud Server, and the collected human face image information of image collecting device 500 passes through data transmission module (such as net
Network) it is transmitted in the Cloud Server with face identification device, rear end is by calling the face identification device in Cloud Server will
The human face image information is compared with the human face image information of the card holder of the special card in portrait database, with
It whether is the personnel of stealing a ride based on the personnel that swipe the card described in comparison result judgement.
In one embodiment, it as shown in figure 3, the card identification device 200 further includes alarm module 230, is used for
In the case that the data transmission module 220 receives the information warning that the personnel of swiping the card are the personnel of stealing a ride, it is logical to issue warning
Know.It, can basis by sending alert notification to notify relevant staff to pay close attention to and handle the illegal personnel of stealing a ride
Relevant laws and regulations give warning or fine etc..The information warning is exported by face identification device, and by the card identification device
Data transmission module receive the information warning in the case where, the alarm module issues alert notification.
In another embodiment, as shown in fig. 6, described image acquisition device 500 further includes alarm module 530, in institute
It states in the case that data transmission module receives the information warning that the personnel of swiping the card are the personnel of stealing a ride, issues alert notification.It is logical
Cross issue alert notification to notify relevant staff to pay close attention to and handle the illegal personnel of stealing a ride, can be according to correlation method
Rule give warning or fine etc..
Illustratively, as shown in figure 3, the card identification device 200 further includes control module 240, in the number
In the case where receiving the feedback information that personnel are card holder of swiping the card according to transmission module 220, control allows gate logical
It opens in road；Alternatively, receiving the case where personnel of swiping the card are the information warning for the personnel of stealing a ride in the data transmission module 220
Under, forbid gate passage to open or control gate passage and remains off.
In one example, described when the face identification device 800 determines the personnel that swipe the card for card holder
Face identification device 800 exports the feedback information that personnel are card holder of swiping the card, and the data transmission module receives
In the case where the feedback information, the control of control module 240 allows gate passage to open, to allow the personnel that swipe the card to multiply by channel
Vehicle.Alternatively, when the face identification device 800 determines that the personnel that swipe the card are to steal a ride personnel, the face identification device 800
The personnel of swiping the card described in output are the information warning for the personnel of stealing a ride, and the data transmission module 220 receives the information warning
In the case of, control module 240 forbids gate passage opening or control gate passage to remain off, to prevent due to the channel
The problem of personnel that steal a ride caused by opening smoothly ride.
In addition, the device being separated from each other can lead in the case where the above-mentioned modules for grabbing robber's card system are spatially separating
Electric wire connection is crossed to transmit information, information can also be transmitted by wireless signal connection.
Fig. 9 is that grabbing based on recognition of face according to an embodiment of the invention steals card systematic difference example 900.Such as
Shown in Fig. 9, this is to steal card system using the grabbing based on recognition of face of the present embodiment on bus using example, is provided with card
The card swiping terminal 910 of piece identification device, which can be set near the car door of bus, in card swiping terminal 910
When swiping the card, the information of card identification device identification card (such as Bus Card), and special card is being recognized (inside such as
Employee job card) when, triggering image collecting device 920 starts, and can use between image collecting device 920 and card swiping terminal 910 mutually
The virtual medium such as networking realizes a series of interaction, can also realize information exchange by wired electrical connection between the two.
Image collecting device 920 can be face snap machine or face snap etui.After the starting of image collecting device 920,
It acquires special card to swipe the card the human face image information of personnel, and by wireless network (such as Wifi) etc. by the human face image information
It is transmitted to the Cloud Server 930 with face identification device, rear end is by calling the face identification device of Cloud Server 930 to judge
Whether the personnel that swipe the card are the personnel of stealing a ride, and wherein face identification device is by the spy in the human face image information and portrait database
Whether the human face image information of the card holder of different card is compared, to be to steal a ride based on the personnel that swipe the card described in comparison result judgement
Personnel, if in the portrait database entreme and mean ratio to swiping the card personnel as the personnel of stealing a ride described in the card holder to match, judging；
If in the portrait database compare to the card holder to match, judge described in swipe the card personnel as card holder.
Figure 10 be according to yet another embodiment of the invention based on recognition of face grabbing steal card systematic difference example 1000.Such as
Shown in Figure 10, this is to grab robber's card system based on recognition of face in subway system application the present embodiment using example, is provided with
The gate 1001 of card identification device, the gate 1001 can be set in each inlet of subway, for example, A, B, C, D tetra-
Inlet is provided with image collecting device 1002 near each gate 1001 of each inlet, swipes the card in gate 1001
When, the information of card identification device identification card (such as Bus Card), and recognizing special card (such as interior employee
Card) when, triggering image collecting device 1002 starts, and can use internet etc. between image collecting device 1002 and gate 1001
Virtual medium realizes a series of interaction, can also realize interaction by wired electrical connection between the two.Image collector
Setting 1002 can be face snap machine or face snap etui.After the starting of image collecting device 1002, it is special to acquire
Card is swiped the card the human face image information of personnel, and passes through wireless network (such as Wifi) or cable network (such as Ethernet) etc.
The human face image information is transmitted to the Cloud Server 1003 with face identification device, rear end is by calling Cloud Server 1003
Face identification device judge whether the personnel that swipe the card are the personnel of stealing a ride, wherein face identification device is by the human face image information
It is compared with the human face image information of the card holder of the special card in portrait database, to be judged based on comparison result
Whether the personnel that swipe the card are the personnel of stealing a ride, if judging in the portrait database entreme and mean ratio to the card holder to match
The personnel that swipe the card are the personnel that steal a ride；If comparing in the portrait database to the card holder to match, the brush is judged
Card personnel are card holder.
It is noted that the grabbing based on recognition of face of the embodiment of the present invention is stolen card system and can also be deployed in except public
Any other suitable place in communication tool system, for example, at gate inhibition, park gate inhibition cash desk, railway station gate at.
The embodiment of the invention also provides another card identification devices, including：Memory, transceiver and processor.Its
In, for storing instruction, transceiver is used for receiving and transmitting signal to memory, and processor is for executing the finger stored in memory
It enables, so that more than card identification device execution as described in Figure 4 grab robber's chucking method based on recognition of face.
The embodiment of the invention also provides another image collecting devices, including：Memory, transceiver, camera and place
Manage device.Wherein, for storing instruction, transceiver is used for receiving and transmitting signal to memory, and camera is for acquiring image information, processor
For executing the described instruction stored in memory, so that image collecting device execution is above as described in Figure 7 based on face knowledge
It is other to grab robber's chucking method.
Based on foregoing description, card identification device according to an embodiment of the present invention, is based on recognition of face at image collecting device
Grab steal card system and method, whether be that the personnel of stealing a ride make accurate judgement to the personnel of swiping the card using face recognition technology, have
Conducive to alerting the personnel of stealing a ride or being imposed a fine it according to security administration punishment act in accordance with the law, to avoid stealing row of swiping the card
The economic loss for caused by.
Although describing example embodiment by reference to attached drawing here, it should be understood that above example embodiment are only exemplary
, and be not intended to limit the scope of the invention to this.Those of ordinary skill in the art can carry out various changes wherein
And modification, it is made without departing from the scope of the present invention and spiritual.All such changes and modifications are intended to be included in appended claims
Within required the scope of the present invention.
Those of ordinary skill in the art may be aware that list described in conjunction with the examples disclosed in the embodiments of the present disclosure
Member and algorithm steps can be realized with the combination of electronic hardware or computer software and electronic hardware.These functions are actually
It is implemented in hardware or software, the specific application and design constraint depending on technical solution.Professional technician
Each specific application can be used different methods to achieve the described function, but this realization is it is not considered that exceed
The scope of the present invention.
In several embodiments provided herein, it should be understood that disclosed device and method can pass through it
Its mode is realized.For example, apparatus embodiments described above are merely indicative, for example, the division of the unit, only
Only a kind of logical function partition, there may be another division manner in actual implementation, such as multiple units or components can be tied
Another equipment is closed or is desirably integrated into, or some features can be ignored or not executed.
In the instructions provided here, numerous specific details are set forth.It is to be appreciated, however, that implementation of the invention
Example can be practiced without these specific details.In some instances, well known method, structure is not been shown in detail
And technology, so as not to obscure the understanding of this specification.
Similarly, it should be understood that in order to simplify the present invention and help to understand one or more of the various inventive aspects,
To in the description of exemplary embodiment of the present invention, each feature of the invention be grouped together into sometimes single embodiment, figure,
Or in descriptions thereof.However, the method for the invention should not be construed to reflect following intention：It is i.e. claimed
The present invention claims features more more than feature expressly recited in each claim.More precisely, such as corresponding power
As sharp claim reflects, inventive point is that the spy of all features less than some disclosed single embodiment can be used
Sign is to solve corresponding technical problem.Therefore, it then follows thus claims of specific embodiment are expressly incorporated in this specific
Embodiment, wherein each, the claims themselves are regarded as separate embodiments of the invention.
It will be understood to those skilled in the art that any combination pair can be used other than mutually exclusive between feature
All features disclosed in this specification (including adjoint claim, abstract and attached drawing) and so disclosed any method
Or all process or units of equipment are combined.Unless expressly stated otherwise, this specification (is wanted including adjoint right
Ask, make a summary and attached drawing) disclosed in each feature can be replaced with an alternative feature that provides the same, equivalent, or similar purpose.
In addition, it will be appreciated by those of skill in the art that although some embodiments described herein include other embodiments
In included certain features rather than other feature, but the combination of the feature of different embodiments mean it is of the invention
Within the scope of and form different embodiments.For example, in detail in the claims, embodiment claimed it is one of any
Can in any combination mode come using.
Various component embodiments of the invention can be implemented in hardware, or to run on one or more processors
Software module realize, or be implemented in a combination thereof.It will be understood by those of skill in the art that can be used in practice
Microprocessor or digital signal processor (DSP) realize some moulds in article analytical equipment according to an embodiment of the present invention
The some or all functions of block.The present invention is also implemented as a part or complete for executing method as described herein
The program of device (for example, computer program and computer program product) in portion.It is such to realize that program of the invention can store
On a computer-readable medium, it or may be in the form of one or more signals.Such signal can be from internet
Downloading obtains on website, is perhaps provided on the carrier signal or is provided in any other form.
It should be noted that the above-mentioned embodiments illustrate rather than limit the invention, and ability
Field technique personnel can be designed alternative embodiment without departing from the scope of the appended claims.In the claims,
Any reference symbol between parentheses should not be configured to limitations on claims.Word "comprising" does not exclude the presence of not
Element or step listed in the claims.Word "a" or "an" located in front of the element does not exclude the presence of multiple such
Element.The present invention can be by means of including the hardware of several different elements and being come by means of properly programmed computer real
It is existing.In the unit claims listing several devices, several in these devices can be through the same hardware branch
To embody.The use of word first, second, and third does not indicate any sequence.These words can be explained and be run after fame
Claim.
The above description is merely a specific embodiment or to the explanation of specific embodiment, protection of the invention
Range is not limited thereto, and anyone skilled in the art in the technical scope disclosed by the present invention, can be easily
Expect change or replacement, should be covered by the protection scope of the present invention.Protection scope of the present invention should be with claim
Subject to protection scope.
Claims (17)
1. a kind of card identification device, which is characterized in that including：
Card image identification module, for identification card image；
Data transmission module, in the case where the card image identification module recognizes special card to image collector
Transmission trigger signal is set, the trigger signal is for triggering the personnel that swipe the card that described image acquisition device acquires the special card
Human face image information, wherein the human face image information be used for the card holder's of the special card in portrait database
Whether human face image information is compared, to be the personnel of stealing a ride based on the personnel that swipe the card described in comparison result judgement.
2. card identification device as described in claim 1, which is characterized in that further include alarm module, be used for：In the data
In the case that transmission module receives the information warning that the personnel of swiping the card are the personnel of stealing a ride, alert notification is issued.
3. card identification device as claimed in claim 1 or 2, which is characterized in that further include control module, be used for：Described
In the case that data transmission module receives the feedback information that personnel are card holder of swiping the card, control allows gate passage
It opens；In the case where it is the information warning for the personnel of stealing a ride that the data transmission module, which receives the personnel of swiping the card, inhibition gate
Machine channel is opened or control gate passage remains off.
4. card identification device as claimed in claim 1 or 2, which is characterized in that the card identification device setting is being swiped the card
In terminal, the card swiping terminal includes gate, door control terminal or the POS.
5. card identification device as claimed in claim 1 or 2, which is characterized in that the special card be interior employee block or
There is preferential card compared to generic card.
6. a kind of image collecting device, which is characterized in that including：Data transmission module and image capture module,
The data transmission module, for receiving trigger signal, the trigger signal is that card identification device recognizes specific cards
It is sent when piece；
Described image acquisition module, the trigger signal acquisition for being received according to the data transmission module are described special
The human face image information of the personnel that swipe the card of card；
The data transmission module is also used to for the human face image information to be sent to face identification device, the facial image
Information with the human face image information of the card holder of the special card in portrait database for being compared, to be based on comparison result
Whether the personnel that swipe the card described in judgement are the personnel of stealing a ride.
7. image collecting device as claimed in claim 6, which is characterized in that further include alarm module, be used for：In the data
In the case that transmission module receives the information warning that the personnel of swiping the card are the personnel of stealing a ride, alert notification is issued.
8. a kind of grabbing based on recognition of face steals card system, which is characterized in that the system comprises face identification device, such as rights
It is required that card identification device described in any one of 1 to 5 and image collecting device as claimed in claims 6 or 7,
Wherein, the face identification device is used for the special card in the human face image information and portrait database
Whether the human face image information of card holder is compared, and be the personnel of stealing a ride based on the personnel that swipe the card described in comparison result judgement.
Card system is stolen 9. grabbing as claimed in claim 8, which is characterized in that the face identification device is specifically used for：
If in the portrait database entreme and mean ratio to swiping the card personnel as the personnel of stealing a ride described in the card holder to match, judging；
If in the portrait database compare to the card holder to match, judge described in swipe the card personnel as card holder.
Card system is stolen 10. grabbing as claimed in claim 8 or 9, which is characterized in that the face identification device is located at Cloud Server
Or it is local.
11. a kind of grab robber's chucking method based on recognition of face, which is characterized in that the method includes：
Identification card information；
Trigger signal is sent when recognizing special card, the trigger signal is for triggering spy described in image acquisition device
The human face image information of the personnel that swipe the card of different card, the human face image information are used for and the specific cards in portrait database
Whether the figure information of the card holder of piece is compared, to be the personnel of stealing a ride based on the personnel that swipe the card described in comparison result judgement.
12. grabbing robber's chucking method as claimed in claim 11, which is characterized in that further include：It is receiving the personnel of swiping the card
It steals a ride in the case where the information warning of personnel, issues alert notification.
13. grabbing robber's chucking method as described in claim 11 or 12, which is characterized in that further include：
Receive it is described swipe the card feedback information that personnel are card holder in the case where, control allows beating for gate passage
It opens；Alternatively,
In the case where receiving the personnel of swiping the card is the information warning for the personnel of stealing a ride, gate passage is forbidden to open or control lock
Machine channel remains off.
14. a kind of grab robber's chucking method based on recognition of face, which is characterized in that the method includes：
Trigger signal is received, the trigger signal is that card identification device is sent when recognizing special card；
The human face image information of the personnel that swipe the card of the special card is acquired according to the trigger signal received；
The human face image information is sent to face identification device, the human face image information be used for in portrait database
Whether the human face image information of the card holder of special card is compared, to be to escape based on the personnel that swipe the card described in comparison result judgement
Ticket personnel.
15. grabbing robber's chucking method as claimed in claim 14, which is characterized in that further include：
In the case where receiving the personnel of swiping the card is the information warning for the personnel of stealing a ride, alert notification is issued.
16. a kind of card identification device, which is characterized in that including：Memory, transceiver and processor,
The memory is for storing instruction；
The transceiver is used for receiving and transmitting signal；
The processor is for executing the described instruction stored in the memory, so that the card identification device perform claim
It is required that grabbing robber's chucking method based on recognition of face described in any one of 11 to 13.
17. a kind of image collecting device, which is characterized in that including：Memory, transceiver, camera and processor,
The memory is for storing instruction；
The transceiver is used for receiving and transmitting signal；
The camera is for acquiring image information；
The processor is for executing the described instruction stored in the memory, so that described image acquisition device perform claim
It is required that grabbing robber's chucking method based on recognition of face described in 14 or 15.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
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| CN201810321484.8A CN108876976A (en) | 2018-04-11 | 2018-04-11 | Card identification device, image collecting device grab and steal card system and method |
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| CN201810321484.8A CN108876976A (en) | 2018-04-11 | 2018-04-11 | Card identification device, image collecting device grab and steal card system and method |
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| CN109784316A (en) * | 2019-02-25 | 2019-05-21 | 平安科技（深圳）有限公司 | It is a kind of to trace the method, apparatus and storage medium that subway gate is stolen a ride |
| CN109784316B (en) * | 2019-02-25 | 2024-02-02 | 平安科技（深圳）有限公司 | Method, device and storage medium for tracing subway gate ticket evasion |
| CN110060397A (en) * | 2019-04-19 | 2019-07-26 | 广州广电运通金融电子股份有限公司 | A kind of ticket card abnormality eliminating method, device, medium and equipment |
| CN110415418A (en) * | 2019-08-09 | 2019-11-05 | 苏州富欣智能交通控制有限公司 | A kind of rail electricity passenger flow volume statistical method |
| CN111063072A (en) * | 2019-12-30 | 2020-04-24 | 重庆能工科技发展有限公司 | Information sharing type access control system |
| CN111063072B (en) * | 2019-12-30 | 2021-06-01 | 重庆能工科技发展有限公司 | Information sharing type access control system |
| CN111798356A (en) * | 2020-07-09 | 2020-10-20 | 北京交通大学 | Rail transit passenger flow abnormal pattern recognition method based on big data |
| CN111798356B (en) * | 2020-07-09 | 2023-11-10 | 北京交通大学 | Rail transit passenger flow abnormal pattern recognition method based on big data |
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Application publication date: 20181123 |