CN108961520A - A kind of face identification method and device - Google Patents
A kind of face identification method and device Download PDFInfo
- 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
- Authority
- 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
Links
- 230000001815 facial Effects 0.000 claims abstract description 202
- 230000015654 memory Effects 0.000 description 14
- 230000000875 corresponding Effects 0.000 description 7
- 238000010586 diagram Methods 0.000 description 7
- 238000000034 method Methods 0.000 description 7
- 230000000694 effects Effects 0.000 description 4
- 238000004458 analytical method Methods 0.000 description 3
- 230000002401 inhibitory effect Effects 0.000 description 3
- 210000000887 Face Anatomy 0.000 description 2
- 230000003044 adaptive Effects 0.000 description 2
- 238000004891 communication Methods 0.000 description 2
- 238000001514 detection method Methods 0.000 description 2
- 238000005516 engineering process Methods 0.000 description 2
- 238000009434 installation Methods 0.000 description 2
- 210000003128 Head Anatomy 0.000 description 1
- 230000003321 amplification Effects 0.000 description 1
- 230000003542 behavioural Effects 0.000 description 1
- 230000002493 climbing Effects 0.000 description 1
- 238000004590 computer program Methods 0.000 description 1
- 238000000338 in vitro Methods 0.000 description 1
- 238000007689 inspection Methods 0.000 description 1
- 238000003199 nucleic acid amplification method Methods 0.000 description 1
- 238000000926 separation method Methods 0.000 description 1
- 239000007787 solid Substances 0.000 description 1
- 238000001228 spectrum Methods 0.000 description 1
Classifications
-
- 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
- G07C9/30—Individual registration on entry or exit not involving the use of a pass
- G07C9/32—Individual registration on entry or exit not involving the use of a pass in combination with an identity check
- G07C9/37—Individual 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
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/172—Classification, e.g. identification
- G06V40/173—Classification, e.g. identification face re-identification, e.g. recognising unknown faces across different face tracks
-
- 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
- G07C9/00174—Electronically operated locks; Circuits therefor; Nonmechanical keys therefor, e.g. passive or active electrical keys or other data carriers without mechanical keys
- G07C9/00563—Electronically 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
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.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811117748.4A CN108961520A (en) | 2018-09-21 | 2018-09-21 | A kind of face identification method and device |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811117748.4A CN108961520A (en) | 2018-09-21 | 2018-09-21 | A kind of face identification method and device |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN108961520A true CN108961520A (en) | 2018-12-07 |
Family
ID=64472303
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201811117748.4A Pending CN108961520A (en) | 2018-09-21 | 2018-09-21 | A kind of face identification method and device |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN108961520A (en) |
Cited By (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109491265A (en) * | 2018-12-25 | 2019-03-19 | 合肥高新云制造研究院 | A kind of household safe control system based on Internet of Things |
| CN109509284A (en) * | 2018-12-28 | 2019-03-22 | 公牛集团股份有限公司 | A kind of intelligent door lock based reminding method and system |
| CN109829072A (en) * | 2018-12-26 | 2019-05-31 | 深圳云天励飞技术有限公司 | Construct atlas calculation and relevant apparatus |
| CN110060391A (en) * | 2019-03-15 | 2019-07-26 | 苏州商信宝信息科技有限公司 | A kind of intelligent big data analysis method and its system for house protection |
| CN110335386A (en) * | 2019-06-25 | 2019-10-15 | 腾讯科技（深圳）有限公司 | A kind of auth method, device, terminal and storage medium |
| CN110634211A (en) * | 2019-08-05 | 2019-12-31 | 深圳市大拿科技有限公司 | Visiting reminding method and related equipment |
| CN110648443A (en) * | 2019-10-08 | 2020-01-03 | 中国建设银行股份有限公司 | Access control verification method, device, equipment and medium |
| CN110992529A (en) * | 2019-11-21 | 2020-04-10 | 泰康保险集团股份有限公司 | Intelligent door lock system |
| CN111209884A (en) * | 2020-01-13 | 2020-05-29 | 天地伟业技术有限公司 | Face recognition method based on infrared sensor and interested area |
| CN111583485A (en) * | 2020-04-16 | 2020-08-25 | 北京澎思科技有限公司 | Community access control system, access control method and device, access control unit and medium |
| CN111833506A (en) * | 2020-07-24 | 2020-10-27 | 上海茂声智能科技有限公司 | Access control system based on indoor and outdoor intelligent terminals and interaction method thereof |
| CN112700579A (en) * | 2020-12-21 | 2021-04-23 | 城云科技（中国）有限公司 | Internet of things-based networking service management platform and method for key community personnel |
| WO2021174991A1 (en) * | 2020-03-06 | 2021-09-10 | 阜阳万瑞斯电子锁业有限公司 | 5g technology-based facial recognition smart lock control system |
Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104484929A (en) * | 2014-12-22 | 2015-04-01 | 唐玉勇 | Novel community safety application system and implementing method |
| CN105704584A (en) * | 2016-04-18 | 2016-06-22 | 广州合立正通信息科技有限公司 | Dialing call method for access control visual intercommunication service system |
| CN105741392A (en) * | 2016-01-29 | 2016-07-06 | 成都比善科技开发有限公司 | Visitor recording system and method of community access control management system |
| CN106780908A (en) * | 2016-12-30 | 2017-05-31 | 广州卡趴网络科技有限公司 | A kind of gate inhibition's generation objective reservation system |
| CN106846577A (en) * | 2017-01-19 | 2017-06-13 | 泰康保险集团股份有限公司 | Personnel's discrepancy authority control method and device based on recognition of face |
| CN107909692A (en) * | 2017-11-27 | 2018-04-13 | 合肥亚慕信息科技有限公司 | One kind is perceived based on the exploitation of class brain and catches analysis system |
| CN107945315A (en) * | 2016-10-13 | 2018-04-20 | 深圳市康悦合科技开发有限公司 | Entrance guard controlling method and system |
-
2018
- 2018-09-21 CN CN201811117748.4A patent/CN108961520A/en active Pending
Patent Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104484929A (en) * | 2014-12-22 | 2015-04-01 | 唐玉勇 | Novel community safety application system and implementing method |
| CN105741392A (en) * | 2016-01-29 | 2016-07-06 | 成都比善科技开发有限公司 | Visitor recording system and method of community access control management system |
| CN105704584A (en) * | 2016-04-18 | 2016-06-22 | 广州合立正通信息科技有限公司 | Dialing call method for access control visual intercommunication service system |
| CN107945315A (en) * | 2016-10-13 | 2018-04-20 | 深圳市康悦合科技开发有限公司 | Entrance guard controlling method and system |
| CN106780908A (en) * | 2016-12-30 | 2017-05-31 | 广州卡趴网络科技有限公司 | A kind of gate inhibition's generation objective reservation system |
| CN106846577A (en) * | 2017-01-19 | 2017-06-13 | 泰康保险集团股份有限公司 | Personnel's discrepancy authority control method and device based on recognition of face |
| CN107909692A (en) * | 2017-11-27 | 2018-04-13 | 合肥亚慕信息科技有限公司 | One kind is perceived based on the exploitation of class brain and catches analysis system |
Cited By (14)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109491265A (en) * | 2018-12-25 | 2019-03-19 | 合肥高新云制造研究院 | A kind of household safe control system based on Internet of Things |
| CN109829072A (en) * | 2018-12-26 | 2019-05-31 | 深圳云天励飞技术有限公司 | Construct atlas calculation and relevant apparatus |
| CN109509284A (en) * | 2018-12-28 | 2019-03-22 | 公牛集团股份有限公司 | A kind of intelligent door lock based reminding method and system |
| CN110060391A (en) * | 2019-03-15 | 2019-07-26 | 苏州商信宝信息科技有限公司 | A kind of intelligent big data analysis method and its system for house protection |
| CN110335386B (en) * | 2019-06-25 | 2021-08-03 | 腾讯科技（深圳）有限公司 | Identity authentication method, device, terminal and storage medium |
| CN110335386A (en) * | 2019-06-25 | 2019-10-15 | 腾讯科技（深圳）有限公司 | A kind of auth method, device, terminal and storage medium |
| CN110634211A (en) * | 2019-08-05 | 2019-12-31 | 深圳市大拿科技有限公司 | Visiting reminding method and related equipment |
| CN110648443A (en) * | 2019-10-08 | 2020-01-03 | 中国建设银行股份有限公司 | Access control verification method, device, equipment and medium |
| CN110992529A (en) * | 2019-11-21 | 2020-04-10 | 泰康保险集团股份有限公司 | Intelligent door lock system |
| CN111209884A (en) * | 2020-01-13 | 2020-05-29 | 天地伟业技术有限公司 | Face recognition method based on infrared sensor and interested area |
| WO2021174991A1 (en) * | 2020-03-06 | 2021-09-10 | 阜阳万瑞斯电子锁业有限公司 | 5g technology-based facial recognition smart lock control system |
| CN111583485A (en) * | 2020-04-16 | 2020-08-25 | 北京澎思科技有限公司 | Community access control system, access control method and device, access control unit and medium |
| CN111833506A (en) * | 2020-07-24 | 2020-10-27 | 上海茂声智能科技有限公司 | Access control system based on indoor and outdoor intelligent terminals and interaction method thereof |
| CN112700579A (en) * | 2020-12-21 | 2021-04-23 | 城云科技（中国）有限公司 | Internet of things-based networking service management platform and method for key community personnel |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN108961520A (en) | A kind of face identification method and device | |
| CN106204815B (en) | A kind of access control system based on human face detection and recognition | |
| CN206515931U (en) | A kind of face identification system | |
| CN107590212A (en) | The Input System and method of a kind of face picture | |
| CN106951846A (en) | A kind of face 3D models typing and recognition methods and device | |
| US6744462B2 (en) | Apparatus and methods for resolution of entry/exit conflicts for security monitoring systems | |
| CN106127865B (en) | Ticket checking method and channel management equipment | |
| CN108492431A (en) | A kind of intelligent access control system | |
| CN103258191A (en) | Community access control system based on face recognition | |
| CN107195036A (en) | A kind of method and its system of the improper unlocking of identification intelligent door lock | |
| CN103678979A (en) | Method and device for intelligently hiding privacy data | |
| CN109658554B (en) | Intelligent residential district security protection system based on big data | |
| CN109241933A (en) | Video linkage monitoring method, monitoring server, video linkage monitoring system | |
| CN108600700A (en) | A kind of cell video monitoring system | |
| CN106791683A (en) | Intelligent image pickup method and device | |
| CN111064928A (en) | Video monitoring system with face recognition function | |
| CN109377628A (en) | A kind of intelligent access control system and method | |
| CN106060470A (en) | Video monitoring method and system | |
| CN206272770U (en) | A kind of vehicle and face bayonet system | |
| CN209373685U (en) | A kind of non-formula entrance guard device based on recognition of face | |
| CN110956768A (en) | Automatic anti-theft device of intelligence house | |
| CN206696918U (en) | Intelligent entrance guard video interlink equipment | |
| CN106296902A (en) | A kind of gate control system | |
| CN108304772A (en) | A kind of recognition of face monitoring method and system | |
| CN109993084A (en) | A kind of method of intelligent entrance guard multichannel recognition of face |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| RJ01 | Rejection of invention patent application after publication | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20181207 |