CN108961520A - A kind of face identification method and device - Google Patents

A kind of face identification method and device Download PDF

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Publication number
CN108961520A
CN108961520A CN201811117748.4A CN201811117748A CN108961520A CN 108961520 A CN108961520 A CN 108961520A CN 201811117748 A CN201811117748 A CN 201811117748A CN 108961520 A CN108961520 A CN 108961520A
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CN
China
Prior art keywords
owner
image
facial image
face
community resident
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN201811117748.4A
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Chinese (zh)
Inventor
陈继斌
赵玮
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Shenzhen Jiuzhou Electric Appliance Co Ltd
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Shenzhen Jiuzhou Electric Appliance Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
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Publication date
Application filed by Shenzhen Jiuzhou Electric Appliance Co Ltd filed Critical Shenzhen Jiuzhou Electric Appliance Co Ltd
Priority to CN201811117748.4A priority Critical patent/CN108961520A/en
Publication of CN108961520A publication Critical patent/CN108961520A/en
Pending legal-status Critical Current

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Classifications

    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07CTIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C9/00Individual registration on entry or exit
    • G07C9/30Individual registration on entry or exit not involving the use of a pass
    • G07C9/32Individual registration on entry or exit not involving the use of a pass in combination with an identity check
    • G07C9/37Individual registration on entry or exit not involving the use of a pass in combination with an identity check using biometric data, e.g. fingerprints, iris scans or voice recognition
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16Human faces, e.g. facial parts, sketches or expressions
    • G06V40/172Classification, e.g. identification
    • G06V40/173Classification, e.g. identification face re-identification, e.g. recognising unknown faces across different face tracks
    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07CTIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C9/00Individual registration on entry or exit
    • G07C9/00174Electronically operated locks; Circuits therefor; Nonmechanical keys therefor, e.g. passive or active electrical keys or other data carriers without mechanical keys
    • G07C9/00563Electronically operated locks; Circuits therefor; Nonmechanical keys therefor, e.g. passive or active electrical keys or other data carriers without mechanical keys using personal physical data of the operator, e.g. finger prints, retinal images, voicepatterns

Abstract

The present embodiments relate to technical field of face recognition, a kind of face identification method and device are disclosed.The method is applied to community security defence background server, community security defence background server connects access control system of residential community and community resident intelligent terminal, the described method includes: receiving the real-time face image of the high definition camera device acquisition, real-time face image is matched with the image data for being pre-set at background server, image data includes community resident facial image and community resident social relationships face map, if real-time face image is matched with community resident facial image, then opening gate is locked, otherwise, further judge whether real-time face image matches with the facial image in community resident social relationships face map, if matching, then determine the associated community resident of real-time face image, and realtime graphic is sent to community resident intelligent terminal, it is visiting with prompt person.The present invention realizes automation, intelligentized community security defence.

Description

A kind of face identification method and device
Technical field
The present embodiments relate to technical field of face recognition more particularly to a kind of face identification methods and device.
Background technique
Intelligent video monitoring is the branch that computer vision technique is applied in safety-security area, in field of video monitoring In, the most concerned often identification to disengaging cell personnel of monitoring personnel.
It realizes in process of the present invention, at least there are the following problems in the related technology for inventor's discovery: currently, video monitoring is only Original video frame or the Video Analysis Technology only with some primary are provided, automatic detection is unable to satisfy and records and identify disengaging The requirement of personnel, it is therefore necessary to there is the observation of monitoring personnel moment to notice monitored picture and whether artificial judgment has unauthorized person Member enters cell.The great work intensity of monitoring personnel and be easy to cause to fail because of the reasons such as fatigue or carelessness to identify in time without The personnel of authorization, if visitor is authorized personnel, monitoring personnel needs manually opened door-control lock, allows it to enter small Area, and the visiting record of authorized personnel can not be sent to the community resident being associated, prompt will have personnel's visiting.
Summary of the invention
The embodiment of the present invention provides a kind of face identification method and device, can carry out recognition of face automatically, and when visiting When personnel are authorized personnel, it is allowed to enter cell, and the visiting record of authorized personnel is sent to and is associated Community resident, prompt will have personnel's visiting.
In order to solve the above-mentioned technical problem, the embodiment of the invention discloses following technical solutions:
In a first aspect, it is applied to community security defence background server the embodiment of the invention provides a kind of face identification method, The community security defence background server connection access control system of residential community and community resident intelligent terminal, the access control system include high definition Photographic device and door-control lock, the intelligent terminal include smart phone or home videos talkback unit, which comprises
The real-time face image of the high definition camera device acquisition is received,
The real-time face image is matched with the image data for being pre-set at background server, described image number According to include community resident facial image and community resident social relationships face map,
If the real-time face image is matched with community resident facial image, otherwise opening gate lock, is further sentenced Whether the real-time face image that breaks matches with the facial image in community resident social relationships face map, if it does, then It determines the associated community resident of real-time face image, and the realtime graphic is sent to the community resident intelligence eventually End, it is visiting with prompt person.
Optionally, the method also includes:
Acquisition community resident image data in advance, the community resident image data includes owner's facial image and owner Kinsfolk's facial image,
The community resident social relationships face map, the community resident social relationships are generated according to the visiting record of history Face map includes kith and kin's facial image of owner and kith and kin's facial image of owner kinsfolk, the owner kinsfolk Facial image, kith and kin's facial image of owner, owner kinsfolk kith and kin's facial image respectively with owner's facial image Association.
Optionally, the method also includes:
The incidence relation of community resident image data Yu small trivial wisdom of the people energy terminal is established, the incidence relation includes owner The associated smart phone number of facial image, the associated smart phone number of owner kinsfolk's facial image or owner people Face image and the associated home videos talkback unit identification information of owner kinsfolk's facial image, the identification information include Owner's room number.
Optionally, the method also includes:
If the real-time face image and community resident facial image mismatch and with community resident social relationships face Facial image in map mismatches, then prompt is shown comprising owner's smart phone number or owner's home videos talkback unit The image information of identification information and the social relationships information of offer and owner, pass through high-definition camera and acquire described image information In owner's smart phone number or owner's home videos talkback unit identification information, and by the real-time face image It is sent to owner's smart phone number or owner's home videos talkback unit, if obtaining owner's confirmation, opening gate Lock, and the visiting record of history is generated, the visiting record of the history includes visiting personnel facial image and the social relationships with owner Information.
Optionally, the real-time face image includes more than two facial images, the method also includes:
If in described two above facial images including owner's facial image and other facial images and community resident society Facial image in meeting relationship face map mismatches, then receives to be provided by owner and close with the social of other facial images in image It is information, and opening gate is locked, alternatively,
If in described two above facial images include owner kinsfolk's facial image, and other facial images with it is small Facial image in area resident social relationships face map mismatches, then opening gate is locked, and only allows the owner kinsfolk Into cell,
After the owner kinsfolk enters cell, the real-time face image is sent by the owner kinsfolk Extremely owner's smart phone number, and the social relationships information with owner is provided, if obtaining owner's confirmation, opening gate Lock, or receive by the social relationships information of owner kinsfolk offer and other facial images in image, opening gate Lock,
Generate the visiting record of history, the visiting record of the history include visiting personnel facial image and with owner or owner family The social relationships information of front yard member.
Second aspect, the embodiment of the invention provides a kind of face identification devices, are applied to community security defence background server, The community security defence background server connection access control system of residential community and community resident intelligent terminal, the access control system include high definition Photographic device and door-control lock, the intelligent terminal includes smart phone or home videos talkback unit, described device include:
Receiving unit, for receiving the real-time face image of the high definition camera device acquisition,
Matching unit, for by the real-time face image be pre-set at background server image data carry out Match, described image data include community resident facial image and community resident social relationships face map, if the real-time people Face image is matched with community resident facial image, then opening gate is locked, and otherwise, whether further judges the real-time face image It is matched with the facial image in community resident social relationships face map, if it does, then determining that the real-time face image closes The community resident of connection, and the realtime graphic is sent to the community resident intelligent terminal, it is visiting with prompt person.
Optionally, described device further include:
Acquisition unit, for acquiring community resident image data in advance, the community resident image data includes owner people Face image and owner kinsfolk's facial image,
First generation unit, for generating the community resident social relationships face map, institute according to the visiting record of history Stating community resident social relationships face map includes kith and kin's facial image of owner and kith and kin's face figure of owner kinsfolk Picture, owner kinsfolk's facial image, kith and kin's facial image of owner, owner kinsfolk kith and kin's facial image difference It is associated with owner's facial image.
Optionally, described device further include:
Associative cell, for establishing the incidence relation of community resident image data Yu small trivial wisdom of the people energy terminal, the pass Connection relationship includes the associated smart phone number of owner's facial image, the associated smart phone number of owner kinsfolk's facial image Code or owner's facial image and the associated home videos talkback unit identification information of owner kinsfolk's facial image, institute Stating identification information includes owner's room number.
Optionally, described device further include:
First opening unit, if for the real-time face image and community resident facial image mismatch and and cell Facial image in resident's social relationships face map mismatches, then prompt is shown comprising owner's smart phone number or owner family The image information of the identification information of front yard video talkback unit and the social relationships information of offer and owner, pass through high-definition camera The identification information of the owner's smart phone number or owner's home videos talkback unit in described image information is acquired, and will The real-time face image is sent to owner's smart phone number or owner's home videos talkback unit, if obtaining owner Confirmation, then opening gate is locked, and generates the visiting record of history, the visiting record of the history include visiting personnel facial image and with The social relationships information of owner.
Optionally, the real-time face image includes more than two facial images, described device further include:
Second opening unit, if for including owner's facial image and other faces in described two above facial images Facial image in image and community resident social relationships face map mismatches, then receives and provided and other in image by owner The social relationships information of facial image, and opening gate is locked, alternatively,
If in described two above facial images include owner kinsfolk's facial image, and other facial images with it is small Facial image in area resident social relationships face map mismatches, then opening gate is locked, and only allows the owner kinsfolk Into cell,
Third opening unit, for after the owner kinsfolk enters cell, by the owner kinsfolk by institute It states real-time face image and is sent to owner's smart phone number, and the social relationships information with owner is provided, if obtained Owner's confirmation, then opening gate is locked, or receives the society provided by the owner kinsfolk with other facial images in image Meeting relation information, opening gate lock,
Second generation unit, for generating the visiting record of history, the visiting record of the history includes visiting personnel face figure Picture and the social relationships information with owner or owner kinsfolk.
The beneficial effect of the embodiment of the present invention is: being in contrast to the prior art, one kind provided in an embodiment of the present invention Face identification method and device.The real-time face figure that the face identification method is acquired by receiving the high definition camera device Picture matches the real-time face image with the image data for being pre-set at background server, described image data packet Community resident facial image and community resident social relationships face map are included, if the real-time face image and community resident people Face image matching, then opening gate lock, otherwise, further judge the real-time face image whether with community resident social relationships Facial image matching in face map, if it does, then determine the associated community resident of real-time face image, and by institute It states realtime graphic and is sent to the community resident intelligent terminal, it is visiting with prompt person, to realize automation, intelligentized Community security defence.
Detailed description of the invention
One or more embodiments are illustrated by the picture in corresponding attached drawing, these exemplary theorys The bright restriction not constituted to embodiment, the element in attached drawing with same reference numbers label are expressed as similar element, remove Non- to have special statement, composition does not limit the figure in attached drawing.
Fig. 1 is a kind of hardware connection diagram of face identification method provided in an embodiment of the present invention;
Fig. 2 is a kind of application schematic diagram of face identification method provided in an embodiment of the present invention;
Fig. 3 is a kind of flow chart for face identification method that the embodiment of the present invention 1 provides;
Fig. 4 is a kind of flow chart for face identification method that the embodiment of the present invention 2 provides;
Fig. 5 is a kind of flow chart for face identification method that the embodiment of the present invention 3 provides;
Fig. 6 is a kind of flow chart for face identification method that the embodiment of the present invention 4 provides;
Fig. 7 is a kind of flow chart for face identification method that the embodiment of the present invention 5 provides;
Fig. 8 is a kind of flow chart for face identification method that the embodiment of the present invention 5 provides;
Fig. 9 is a kind of schematic diagram for face identification device that the embodiment of the present invention 7 provides;
Figure 10 is a kind of schematic diagram for face identification device that the embodiment of the present invention 8 provides;
Figure 11 is a kind of structural schematic diagram for community security defence background server that the embodiment of the present invention 9 provides.
Specific embodiment
In order to make the object, technical scheme and advantages of the embodiment of the invention clearer, below in conjunction with the embodiment of the present invention In attached drawing, technical scheme in the embodiment of the invention is clearly and completely described, it is clear that described embodiment is A part of the embodiment of the present invention, instead of all the embodiments.Based on the embodiments of the present invention, those of ordinary skill in the art Every other embodiment obtained without creative efforts, shall fall within the protection scope of the present invention.
In addition, as long as technical characteristic involved in the various embodiments of the present invention described below is each other not Constituting conflict can be combined with each other.
Referring to Fig. 1, Fig. 1 is a kind of hardware connection diagram of face identification method provided in an embodiment of the present invention, such as Shown in Fig. 1, the face identification method is applied to community security defence background server 100, the community security defence background server 100 Connect access control system of residential community 200 and community resident intelligent terminal 300.
As shown in Fig. 2, including 100 (not shown) of security protection background server, access control system of residential community 200, cell residence in cell People's intelligent terminal 300 and cell alarm system 400.
Wherein, the access control system 200 includes high definition camera device 21 and door-control lock 22, and the intelligent terminal 300 includes Smart phone 31 or home videos talkback unit 32.
The high definition camera device 21 is used to shoot the facial image of high quality, high-resolution, is installed in inside and outside cell, The video flowing or image of real-time grasp shoot high definition, for example, in the present embodiment, the high definition camera device 21 is installed on cell door Prohibit in the passageway outside lock 22, in cell, the building of cell is in vitro and in cell building etc..
The high definition camera device 21 can choose high-definition network gun shaped video camera or high-definition network face tracking ball machine. Gun shaped video camera acquires HD video;The built-in face automatic tracking function of face tracking ball machine carries out the amplification of face feature, it Mainly include following part: 1) video acquisition provides HD video;2) face tracking module carries out tracking to track human faces and puts Greatly.
Intelligent multiple-target system built in face tracking ball machine has the advantage that 1) large scene monitoring, system are adopted With high definition gun type camera, thus the monitoring range that covering is bigger, while as needed, multi-layer and any can be arbitrarily delimited The warning region of shape;2) multiple target tracking is different from traditional behavioural analysis and linkage tracking system, the more balls of one rifle of system Configuration, can be in the target of the multiple and different types of same time tracking;3) target close shot tracks, and tracking ball machine passes through super-high power Zoom and high-speed holder control can further and amplify tracking target, obtain more accurate target detail information;4) multistage alert Area is guarded against, multiple security areas can be set in system, carry out preferential monitoring to key area;Target identification and classification, system can be complete The detection of multiple target in pairs of large scene, and type of automatic distinguishing target, including people, vehicle or other objects etc.;5) it is a variety of with Track mode, it is more flexible convenient that a variety of tracing modes make to operate, including specifies tracking target manually and automatically select target progress It tracks, can be arbitrarily switched between various modes;6) anti-interference, system has good anti-interference ability, using adaptive Background learning algorithm can filter out interference with real-time update background, live through the various complex environments such as rain and snow weather and cloudy weather Test, also can be carried out stable tracking under various complex environments;7) software setting is convenient, system operation module mounted It may be implemented to be associated with (calibration) from moving axes with tracing of human eye ball machine using a variety of adaptive algorithms, such as gun shaped video camera, it is whole A system initial setting up only needs short a few minutes.
In the more specific region in crowd flow direction, using gun shaped video camera;If the space of monitoring area is bigger, Stream of people direction is indefinite, and this scene, which can choose, has the tracing of human eye ball machine that face automatically tracks feature ability.
The security protection background server 100 can detect automatically face by intelligent analysis process, and interception human face photo mentions It takes face characteristic value, the time of record candid photograph, place, capture the information such as direction, the panorama sketch for capturing personnel.
The door-control lock 22 generally refers to the door-control lock at cell gate, the door-control lock of each building and each people from family The door-control lock of family, can be between multiple door-control locks 22 it is associated, for example, a certain visitor passes through cell gate outside cell The verifying of door-control lock is authorized personnel, the door-control lock of each building associated therewith and other gate inhibition of each family Lock is also simultaneously by verifying, after the visitor enters cell, successively by the access control system 200 having verified that, the gate inhibition The 22 corresponding gate of control of lock is opened, and allows the visitor to pass through, by rear automatic locking.
Certainly, can be between each door-control lock 22 it is independent, for example, a certain visitor outside cell by cell it is big The verifying of the door-control lock 22 of door is authorized personnel, and corresponding gate is opened in the control of door-control lock 22 at cell gate, and the visitor is logical It crosses, by rear automatic locking, before the visitor reaches next door-control lock, the verifying matching process of recognition of face need to be repeated.
In some embodiments, the intelligent terminal 300 includes smart phone 31 and home videos talkback unit 32, works as inspection When measuring owner and being in, information can be will be prompted to and be sent to the home videos talkback unit 32, and prompt owner or with visiting The associated personnel of personnel are handled, can be with when detecting that owner or personnel associated with visitor stay out It will be prompted to information and be sent to the smart phone 31.
In some embodiments, community security system further includes cell alarm system 400, the cell alarm system 400 It is connect with the access control system 200 and the community security defence background server 100, specifically, the cell alarm system 400 is wrapped Local warning system is included, it can also be by networking with public security system, when visitor and community resident facial image and small Area resident social relationships face map mismatches, and the facial image of the visitor cannot be by the verifying of owner personnel, in real time The facial image of the visitor is sent to local warning system (security booth as illustrated in the drawing), or by the face figure of the visitor Picture and cell information are sent to public security system, when the cell information includes the visiting of cell name, place and the illegal visitor Between etc..Alternatively, when detecting that someone releases the access control system 200 by force, for example, climbing or applying on the door-control lock 22 Pressure triggers the cell alarm system 400.
Embodiment 1:
As shown in figure 3, the face identification method is applied to community security defence background server, the community security defence backstage is taken It is engaged in device connection access control system of residential community and community resident intelligent terminal, the access control system includes high definition camera device and door-control lock, The intelligent terminal includes smart phone or home videos talkback unit.
The community security defence background server can be used for: 1) Face datection, judge in video flowing with the presence or absence of face;2) it cuts Human face photo is taken, human face photo is intercepted in the video data frame for detecting face;3) face is extracted to the human face photo of interception Characteristic value;4) it generates human face photo, the panorama sketch of face object, face characteristic value, capture the information such as time, place, direction Face tag library;It realizes and is concentrated taking human as the video of object, video data concentration in 24 hours can browse all for 2 hours The human face photo (panorama sketch that practical browsing personnel occur) captured;5) it supports to search for face tag library with human face photo, search The information such as time, the place that whether human face photo occurs and occur in face tag library out;6) face is supported to compare in real time Manage function, comprising: whether initiate to compare in real time, judge whether comparison result needs to be reported to management platform, and will conform to The result data asked is reported to management platform;7) live video stream forwarding capability is supported, equipment is by the real-time view of high-definition camera Management platform client is issued in frequency circulation, realizes real-time video monitoring.
The described method includes:
S10: the real-time face image of the high definition camera device acquisition is received.
The high definition camera device shoots image, one image of every acquisition, in real time by the figure with minimum time interval As being uploaded to the community security defence background server, alternatively, the high definition camera device is continuously shot video flowing, it in real time will be described Video flowing is uploaded to the community security defence background server.
S20: the real-time face image is matched with the image data for being pre-set at background server, the figure As data include community resident facial image and community resident social relationships face map.
Image data is previously provided in the background server, the image data that is previously provided with can be on owner The community resident facial image and community resident social relationships face map of biography, alternatively, being taken the photograph in visiting record from the high definition As selecting suitable community resident social relationships face map in device.
Further, the background server carries out image procossing to the real-time face image, described in treated Real-time face image is matched with the image data for being pre-set at background server.
S30: judge whether the real-time face image matches with community resident facial image.
S40: if so, opening gate is locked.
When the real-time face image is matched with community resident facial image, it can be determined that before the door-control lock is small Area resident has the qualification into cell.
S50: if it is not, further judge the real-time face image whether in community resident social relationships face map Facial image matching.
When the real-time face image and community resident facial image mismatch, need further to judge the door-control lock Whether preceding is the personnel for having social relationships with community resident, and the facial image of the personnel has been put on record in backstage clothes It is engaged in device, is in the same social relationships types of facial makeup in Beijing operas with the facial image of the owner.
S60: if it does, then determining the associated community resident of real-time face image, and the realtime graphic is sent out It send to the community resident intelligent terminal, it is visiting with prompt person.
When determining the associated community resident of the real-time face image, the community resident being associated, i.e., it is described in real time The visit object of the affiliated personnel of facial image does not have psychological preparation and shifts to an earlier date if the visit object does not know this time to visit in advance Preparation of receiving guests, reduce user experience.To make the community security system more intelligent, user's body is further promoted It tests, when determining the associated community resident of the real-time face image, the realtime graphic is sent to the community resident intelligence Energy terminal, it is visiting with prompt person.
A kind of face identification method provided in an embodiment of the present invention is by receiving the real-time of the high definition camera device acquisition Facial image matches the real-time face image with the image data for being pre-set at background server, described image Data include community resident facial image and community resident social relationships face map, if the real-time face image and cell Resident's facial image matching, then opening gate lock, otherwise, further judge the real-time face image whether with community resident society Facial image matching in meeting relationship face map, if it does, then determine the associated community resident of real-time face image, And the realtime graphic is sent to the community resident intelligent terminal, it is visiting with prompt person.To realize automation, intelligence The community security defence of energyization.
Embodiment 2:
As shown in figure 4, the face identification method further include:
S201: acquisition community resident image data in advance, the community resident image data include owner's facial image with And owner kinsfolk's facial image.
S202: the community resident social relationships face map, the community resident society are generated according to the visiting record of history Meeting relationship face map includes kith and kin's facial image of owner and kith and kin's facial image of owner kinsfolk, the owner family Front yard member's facial image, kith and kin's facial image of owner, owner kinsfolk kith and kin's facial image respectively with the owner people Face image association.
Embodiment 3:
As shown in figure 5, the face identification method further include:
S301: the incidence relation of community resident image data Yu small trivial wisdom of the people energy terminal, the incidence relation packet are established The associated smart phone number of owner's facial image, the associated smart phone number of owner kinsfolk's facial image are included, or Owner's facial image and the associated home videos talkback unit identification information of owner kinsfolk's facial image, the mark letter Breath includes owner's room number.
The incidence relation for establishing community resident image data and small trivial wisdom of the people energy terminal can provide remind in real time or The function of emergency verifying, recycles the incidence relation between facial image, in conjunction with community resident image data and the small trivial wisdom of the people The incidence relation of energy terminal, can establish the incidence relation of cell intelligent terminal, form communication network, improve community security defence effect.
Embodiment 4:
As shown in fig. 6, if the real-time face image and community resident facial image mismatch and with community resident society Facial image in meeting relationship face map mismatches, the face identification method further include:
S401: the figure of the identification information comprising owner's smart phone number or owner's home videos talkback unit is shown in prompt As information and the social relationships information of offer and owner.
S402: owner's smart phone number or the owner family in described image information are acquired by high-definition camera The identification information of video talkback unit, and the real-time face image is sent to owner's smart phone number or owner family Front yard video talkback unit.
S403: owner's confirmation whether is obtained.
S404: if obtaining owner's confirmation, opening gate lock, and the visiting record of history is generated, the visiting note of the history Record includes visiting personnel facial image and the social relationships information with owner.
When the real-time face image and community resident facial image mismatch and with community resident social relationships face figure Facial image in spectrum mismatches, i.e., the described visitor is neither community resident, nor community resident social relationships, if It is not allowed to pass through, it appears inflexible.
For example, courier and take-away personnel can often enter and leave cell, there is biggish mobility, although there is visiting note Record, but social relationships are not constituted, and it should have the right into cell.So showing using express delivery list or selling bill outside On telephone number or room number, pass through high-definition camera acquire described image information in owner's smart phone number Or the identification information of owner's home videos talkback unit, and the real-time face image is sent to owner's smart phone number Code or owner's home videos talkback unit allow to improve the flexibility of the system by door-control lock, mention after the owner's confirmation obtained Rise the adventure in daily life of user.
Embodiment 5:
As shown in fig. 7, the real-time face image includes more than two facial images, the method also includes:
S501: judge to include that owner's facial image and other facial images and cell occupy in described two above facial images Whether the facial image in people's social relationships face map matches.
S502: if including that owner's facial image and other facial images and cell occupy in described two above facial images Facial image in people's social relationships face map mismatches, then receives the society provided by owner with other facial images in image Meeting relation information, and opening gate is locked.
S503: after the owner kinsfolk enters cell, by the owner kinsfolk by the real-time face figure As being sent to owner's smart phone number, and provide the social relationships information with owner.
S504: owner's confirmation whether is obtained.
S505: if obtaining owner's confirmation, opening gate lock, or receive and provided by the owner kinsfolk and schemed The social relationships information of other facial images as in, opening gate lock.
S506: generating the visiting record of history, the visiting record of the history include visiting personnel facial image and with owner or The social relationships information of owner kinsfolk.
Such case refers to that owner leads and visits for the first time or and do not have the associated personnel of social relationships without main business Into cell, receive by the social relationships information of owner's offer and other facial images in image, and opening gate is locked, i.e. owner Cell can be first advanced into after confirming for the first time.
After the owner kinsfolk enters cell, the real-time face image is sent by the owner kinsfolk Extremely owner's smart phone number, and the social relationships information with owner is provided, i.e., the personnel that owner confirms for the first time are carried out The relationship of the facial image of high definition camera device acquisition and owner's confirmation is matched, and is added into the society of owner by registration In the meeting relationship types of facial makeup in Beijing operas, when visitor being facilitated to enter cell next time, gate inhibition can be passed through by the face identification method that embodiment 1 provides Lock.
Embodiment 6:
As shown in figure 8, the real-time face image includes more than two facial images, the method also includes:
S601: judge to include owner kinsfolk's facial image in described two above facial images, and other face figures As whether being matched with the facial image in community resident social relationships face map.
S602: if in described two above facial images including owner kinsfolk's facial image, and other face figures As mismatching with the facial image in community resident social relationships face map, then opening gate is locked, and only allows the owner family Front yard member enters cell.
In the present embodiment, it is directed to when having in more than two facial images include owner kinsfolk's face figure Picture, and the unmatched situation of facial image in other facial images and community resident social relationships face map.For example, owner Child at least one stranger is taken home, wherein there are misleading, deception or stress the case where, for guarantee community resident The security of the lives and property, opening gate lock, only allow the owner kinsfolk to enter cell.As non-owner kinsfolk personnel Cell is made a forcible entry into, or wants that the owner kinsfolk is followed to enter cell, triggering alarm system is alarmed.
Embodiment 7:
As shown in figure 9, the face identification device is applied to community security defence background server, the community security defence backstage is taken It is engaged in device connection access control system of residential community and community resident intelligent terminal, the access control system includes high definition camera device and door-control lock, The intelligent terminal includes smart phone or home videos talkback unit, described device include:
Receiving unit 510, for receiving the real-time face image of the high definition camera device acquisition.
Matching unit 520, for by the real-time face image be pre-set at the image data of background server into Row matching, described image data include community resident facial image and community resident social relationships face map, if the reality When facial image matched with community resident facial image, then opening gate lock, otherwise, further judge the real-time face image Whether matched with the facial image in community resident social relationships face map, if it does, then determining the real-time face figure It is sent to the community resident intelligent terminal as associated community resident, and by the realtime graphic, it is visiting with prompt person.
Embodiment 8:
In some embodiments, as shown in Figure 10, described device further include:
Acquisition unit 530, for acquiring community resident image data in advance, the community resident image data includes owner Facial image and owner kinsfolk's facial image.
First generation unit 540, for generating the community resident social relationships face map according to the visiting record of history, The community resident social relationships face map includes kith and kin's facial image of owner and kith and kin's face of owner kinsfolk Image, owner kinsfolk's facial image, kith and kin's facial image of owner, owner kinsfolk kith and kin's facial image point It is not associated with owner's facial image.
Associative cell 550, it is described for establishing the incidence relation of community resident image data Yu small trivial wisdom of the people energy terminal Incidence relation includes the associated smart phone number of owner's facial image, the associated smart phone of owner kinsfolk's facial image Number or the associated home videos talkback unit identification information of owner's facial image and owner kinsfolk's facial image, The identification information includes owner's room number.
First opening unit 560, if mismatched for the real-time face image and community resident facial image and with Facial image in community resident social relationships face map mismatches, then prompt is shown comprising owner's smart phone number or industry The image information of the identification information of main home videos talkback unit and the social relationships information of offer and owner, are taken the photograph by high definition The identification information of the owner's smart phone number or owner's home videos talkback unit in described image information is acquired as head, And the real-time face image is sent to owner's smart phone number or owner's home videos talkback unit, if obtained Owner's confirmation, then opening gate is locked, and generates the visiting record of history, and the visiting record of the history includes visiting personnel facial image And the social relationships information with owner.
Second opening unit 570, if in described two above facial images including owner's facial image and other Facial image in facial image and community resident social relationships face map mismatches, then receives by owner's offer and image The social relationships information of other facial images, and opening gate is locked, alternatively, if in described two above facial images including industry Main kinsfolk's facial image, and the facial image in other facial images and community resident social relationships face map is not Match, then opening gate is locked, and the owner kinsfolk is only allowed to enter cell.
Third opening unit 580, for being incited somebody to action by the owner kinsfolk after owner kinsfolk enters cell The real-time face image is sent to owner's smart phone number, and provides the social relationships information with owner, if obtained Owner's confirmation is obtained, then opening gate is locked, or is received by other facial images in owner kinsfolk offer and image Social relationships information, opening gate lock.
Second generation unit 590, for generating the visiting record of history, the visiting record of the history includes visiting personnel face Image and social relationships information with owner or owner kinsfolk.
Since Installation practice and above-mentioned each embodiment are based on same design, in the not mutual conflicting premise of content Under, the content of Installation practice can quote the content of above-mentioned each embodiment, and this will not be repeated here.
Embodiment 9:
Figure 11 is a kind of structural schematic diagram of community security defence background server provided in an embodiment of the present invention, the community security defence Background server 100 includes:
One or more processors 110 and memory 120, in Figure 11 by taking a processor 110 as an example.
Processor 110 can be connected with memory 120 by bus or other modes, to be connected by bus in Figure 11 For.
Memory 120 is used as a kind of non-volatile computer readable storage medium storing program for executing, can be used for storing non-volatile software journey Sequence, non-volatile computer executable program and module, such as the community security defence background server processing in the embodiment of the present invention Corresponding program instruction/the module of the method for data.Processor 110 is stored in non-volatile soft in memory 120 by operation Part program, instruction and module realize above-mentioned side thereby executing the various function application and data processing of the user terminal The method of the community security defence background server processing data of method embodiment.
Memory 120 may include storing program area and storage data area, wherein storing program area can store operation system Application program required for system, at least one function;Storage data area can store the use according to community security defence background server The data etc. created.In addition, memory 120 may include high-speed random access memory, it can also include non-volatile deposit Reservoir, for example, at least a disk memory, flush memory device or other non-volatile solid state memory parts.In some implementations In example, optional memory 120 includes the memory remotely located relative to processor 110, these remote memories can pass through It is connected to the network to community security defence background server.The example of above-mentioned network includes but is not limited to internet, intranet, local Net, mobile radio communication and combinations thereof.
One or more of modules are stored in the memory 120, when by one or more of processors When 110 execution, the method for executing the community security defence background server processing data in above-mentioned any means embodiment, for example, holding Method and step S10 to step S60 in row Fig. 3 described above, realizes the function of the unit 510-520 in Fig. 9.
Method provided by the embodiment of the present invention can be performed in the said goods, has the corresponding functional module of execution method and has Beneficial effect.The not technical detail of detailed description in the present embodiment, reference can be made to method provided by the embodiment of the present invention.
The embodiment of the invention also provides a kind of non-volatile computer readable storage medium storing program for executing, the computer-readable storage Media storage has computer executable instructions, which is executed by one or more processors, such as Figure 11 In a processor 110, may make said one or multiple processors that the cell in above-mentioned any means embodiment can be performed The method that security protection background server handles data, for example, the method and step S10 to step S60 in Fig. 3 described above is executed, Realize the function of the unit 510-520 in Fig. 9.
Method provided by the embodiment of the present invention can be performed in the said goods, has the corresponding functional module of execution method and has Beneficial effect.The not technical detail of detailed description in the present embodiment, reference can be made to method provided by the embodiment of the present invention.
The apparatus embodiments described above are merely exemplary, wherein described, unit can as illustrated by the separation member It is physically separated with being or may not be, component shown as a unit may or may not be physics list Member, it can it is in one place, or may be distributed over multiple network units.It can be selected according to the actual needs In some or all of the modules achieve the purpose of the solution of this embodiment.
Through the above description of the embodiments, those of ordinary skill in the art can be understood that each embodiment The mode of general hardware platform can be added to realize by software, naturally it is also possible to pass through hardware.Those of ordinary skill in the art can With understand all or part of the process realized in above-described embodiment method be can be instructed by computer program it is relevant hard Part is completed, and the program can be stored in a computer-readable storage medium, the program is when being executed, it may include as above State the process of the embodiment of each method.Wherein, the storage medium can be magnetic disk, CD, read-only memory (Read- Only Memory, ROM) or random access memory (Random Access Memory, RAM) etc..
Finally, it should be noted that the above embodiments are merely illustrative of the technical solutions of the present invention, rather than its limitations;At this It under the thinking of invention, can also be combined between the technical characteristic in above embodiments or different embodiment, step can be with It is realized with random order, and there are many other variations of different aspect present invention as described above, for simplicity, they do not have Have and is provided in details;Although the present invention is described in detail referring to the foregoing embodiments, the ordinary skill people of this field Member is it is understood that it is still possible to modify the technical solutions described in the foregoing embodiments, or to part of skill Art feature is equivalently replaced;And these are modified or replaceed, each reality of the present invention that it does not separate the essence of the corresponding technical solution Apply the range of a technical solution.

Claims (10)

1. a kind of face identification method, is applied to community security defence background server, the community security defence background server connection is small Area's access control system and community resident intelligent terminal, the access control system include high definition camera device and door-control lock, and the intelligence is eventually End includes smart phone or home videos talkback unit, which is characterized in that the described method includes:
The real-time face image of the high definition camera device acquisition is received,
The real-time face image is matched with the image data for being pre-set at background server, described image data packet Community resident facial image and community resident social relationships face map are included,
If the real-time face image is matched with community resident facial image, otherwise opening gate lock, further judges institute State whether real-time face image matches with the facial image in community resident social relationships face map, if it does, then determining The associated community resident of real-time face image, and the realtime graphic is sent to the community resident intelligent terminal, with Prompt person is visiting.
2. the method according to claim 1, wherein the method also includes:
Acquisition community resident image data in advance, the community resident image data includes owner's facial image and owner family Member's facial image,
The community resident social relationships face map, the community resident social relationships face are generated according to the visiting record of history Map includes kith and kin's facial image of owner and kith and kin's facial image of owner kinsfolk, owner kinsfolk's face Image, kith and kin's facial image of owner, owner kinsfolk kith and kin's facial image be associated with respectively with owner's facial image.
3. according to the method described in claim 2, it is characterized in that, the method also includes:
The incidence relation of community resident image data Yu small trivial wisdom of the people energy terminal is established, the incidence relation includes owner's face The associated smart phone number of image, the associated smart phone number of owner kinsfolk's facial image or owner's face figure Picture and the associated home videos talkback unit identification information of owner kinsfolk's facial image, the identification information includes owner Room number.
4. according to the method described in claim 3, it is characterized in that, the method also includes:
If the real-time face image and community resident facial image mismatch and with community resident social relationships face map In facial image mismatch, then prompt show the mark comprising owner's smart phone number or owner's home videos talkback unit The image information of information and the social relationships information of offer and owner, are acquired in described image information by high-definition camera The identification information of owner's smart phone number or owner's home videos talkback unit, and the real-time face image is sent To owner's smart phone number or owner's home videos talkback unit, if obtaining owner's confirmation, opening gate is locked, and The visiting record of history is generated, the visiting record of the history includes visiting personnel facial image and the social relationships information with owner.
5. according to the method described in claim 4, it is characterized in that, the real-time face image includes more than two face figures Picture, the method also includes:
If including that owner's facial image and other facial images and community resident society close in described two above facial images It is the facial image mismatch in face map, then receives to be provided by owner and believe with the social relationships of other facial images in image Breath, and opening gate is locked, alternatively,
If in described two above facial images including owner kinsfolk's facial image, and other facial images and cell occupy Facial image in people's social relationships face map mismatches, then opening gate is locked, and the owner kinsfolk is only allowed to enter Cell,
After the owner kinsfolk enters cell, the real-time face image is sent to institute by the owner kinsfolk Owner's smart phone number is stated, and the social relationships information with owner is provided, if obtaining owner's confirmation, opening gate lock, Or receive by the social relationships information of owner kinsfolk offer and other facial images in image, opening gate lock,
Generate the visiting record of history, the visiting record of the history include visiting personnel facial image and with owner or owner family at The social relationships information of member.
6. a kind of face identification device, is applied to community security defence background server, the community security defence background server connection is small Area's access control system and community resident intelligent terminal, the access control system include high definition camera device and door-control lock, and the intelligence is eventually End includes smart phone or home videos talkback unit, which is characterized in that described device includes:
Receiving unit, for receiving the real-time face image of the high definition camera device acquisition,
Matching unit, for the real-time face image to be matched with the image data for being pre-set at background server, Described image data include community resident facial image and community resident social relationships face map, if the real-time face figure As match with community resident facial image, then opening gate lock, otherwise, further judge the real-time face image whether with it is small Facial image matching in area resident social relationships face map, if it does, then determining that the real-time face image is associated Community resident, and the realtime graphic is sent to the community resident intelligent terminal, it is visiting with prompt person.
7. device according to claim 6, which is characterized in that described device further include:
Acquisition unit, for acquiring community resident image data in advance, the community resident image data includes owner's face figure Picture and owner kinsfolk's facial image,
First generation unit is described small for generating the community resident social relationships face map according to the visiting record of history Area resident social relationships face map includes kith and kin's facial image of owner and kith and kin's facial image of owner kinsfolk, institute State owner kinsfolk's facial image, kith and kin's facial image of owner, owner kinsfolk kith and kin's facial image respectively with institute State the association of owner's facial image.
8. device according to claim 6, which is characterized in that described device further include:
Associative cell, for establishing the incidence relation of community resident image data Yu small trivial wisdom of the people energy terminal, the association is closed System includes the associated smart phone number of owner's facial image, the associated smart phone number of owner kinsfolk's facial image, Or owner's facial image and the associated home videos talkback unit identification information of owner kinsfolk's facial image, the mark Knowing information includes owner's room number.
9. device according to claim 6, which is characterized in that described device further include:
First opening unit, if for the real-time face image and community resident facial image mismatch and and community resident Facial image in social relationships face map mismatches, then prompt is shown comprising owner's smart phone number or owner family view The image information of the identification information of frequency talkback unit and the social relationships information of offer and owner, are acquired by high-definition camera The identification information of owner's smart phone number or owner's home videos talkback unit in described image information, and will be described Real-time face image is sent to owner's smart phone number or owner's home videos talkback unit, if it is true to obtain owner Recognize, then opening gate is locked, and generates the visiting record of history, and the visiting record of the history includes visiting personnel facial image and and industry Main social relationships information.
10. device according to claim 6, which is characterized in that the real-time face image includes more than two face figures Picture, described device further include:
Second opening unit, if for including owner's facial image and other facial images in described two above facial images It is mismatched with the facial image in community resident social relationships face map, then receives and provided and other faces in image by owner The social relationships information of image, and opening gate is locked, alternatively,
If in described two above facial images including owner kinsfolk's facial image, and other facial images and cell occupy Facial image in people's social relationships face map mismatches, then opening gate is locked, and the owner kinsfolk is only allowed to enter Cell,
Third opening unit, for after the owner kinsfolk enters cell, by the owner kinsfolk by the reality When facial image be sent to owner's smart phone number, and the social relationships information with owner is provided, if obtaining owner Confirmation, then opening gate is locked, or is received to be provided by the owner kinsfolk and be closed with the society of other facial images in image It is information, opening gate is locked,
Second generation unit, for generating the visiting record of history, the visiting record of the history include visiting personnel facial image and With the social relationships information of owner or owner kinsfolk.
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Application publication date: 20181207