CN110363891A - A kind of intelligent visitor system suitable for more scenes - Google Patents
A kind of intelligent visitor system suitable for more scenes Download PDFInfo
- Publication number
- CN110363891A CN110363891A CN201910597478.XA CN201910597478A CN110363891A CN 110363891 A CN110363891 A CN 110363891A CN 201910597478 A CN201910597478 A CN 201910597478A CN 110363891 A CN110363891 A CN 110363891A
- Authority
- CN
- China
- Prior art keywords
- user
- module
- face
- information
- database
- 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
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/22—Matching criteria, e.g. proximity measures
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F21/30—Authentication, i.e. establishing the identity or authorisation of security principals
- G06F21/31—User authentication
- G06F21/32—User authentication using biometric data, e.g. fingerprints, iris scans or voiceprints
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
-
- 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
- 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
- G07C9/38—Individual registration on entry or exit not involving the use of a pass with central registration
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Data Mining & Analysis (AREA)
- Computer Security & Cryptography (AREA)
- Human Computer Interaction (AREA)
- General Engineering & Computer Science (AREA)
- Artificial Intelligence (AREA)
- Evolutionary Computation (AREA)
- Software Systems (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Bioinformatics & Computational Biology (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Evolutionary Biology (AREA)
- Life Sciences & Earth Sciences (AREA)
- Computer Hardware Design (AREA)
- Health & Medical Sciences (AREA)
- General Health & Medical Sciences (AREA)
- Oral & Maxillofacial Surgery (AREA)
- Multimedia (AREA)
- Collating Specific Patterns (AREA)
Abstract
The invention discloses a kind of intelligent visitor system suitable for more scenes, including face detection module, video display module, database management module, face recognition module, visitor information display module, log print module and system display interface.Each module can realize corresponding software module by python language, run on server or terminal device beyond the clouds to realize, and then realize the detection, identification and information management to visiting personnel.The present invention can substantially reduce the requirement to visiting personnel authentication information, it effectively prevent subscriber identity information to be falsely used or usurped, it promotes visitor and receives the current experience of efficiency and visitor, streamlining management person is to the management of visitor information and checks process, and then promotes office efficiency.
Description
Technical field
The present invention relates to the technical fields of Pattern Recognition and Intelligent System, refer in particular to a kind of intelligence suitable for more scenes
Guest system.
Background technique
Currently, it is quasi- to improve the reception time for the ease of managing visiting personnel information for many enterprises, colleges and universities and government unit
Exactness and office efficiency all can dispose guest system in doorway, duty room or Security Department or arrange operator on duty, come for identification
Visit personnel identity and record visiting personnel information.On the one hand, operator on duty is arranged to increase the labour cost of unit, operator on duty
Cause working efficiency low using traditional papery visitor registration information, there may be what visiting personnel information was difficult to distinguish
Situation；On the other hand, at present the guest system that uses of some units be still by swiping the card, scanning cell phone two dimensional code, fingerprint, manually
The mode that input password etc. provides proof of identification information identifies visiting personnel identity, although these modes are promoted to a certain extent
Visiting personnel receives efficiency, but can still have the drawbacks of other people falsely use, user is needed to provide corresponding proof of identification information.
In face of problems, most units use guest system to substitute operator on duty, but this kind of guest system is still
Need visiting personnel provide proof of identification information, if visiting personnel forgets to carry proof of identification information can not authenticating identity,
Such identification authentication mode is not friendly enough to visiting personnel.Meanwhile quilt is easy using traditional proof of identification information authentication mode
Other people falsely use or usurp, and there are biggish security risks.In addition, such guest system is usually single scene, i.e., it be to not
Same unit, which accesses, just needs to provide different proof of identification information.For example, such as wanting fingerprint and defeated into Scientific Research in University Laboratory
Enter password, brush student card is then needed into libraries of the universities.This just proposes higher authentication demand to visiting personnel, together
When also reduce the efficiency that visiting personnel passes through.
In summary the problem of, manages visiting personnel information for enterprise, colleges and universities and government unit, needs to propose one kind
It can be applicable in the guest system with the automatic discrimination visiting personnel information of multiple scenes, which can accurately come rapid identification
It visits personnel identity and makes a response, should also reduce requirement of the system to visiting personnel proof of identification information to the greatest extent, i.e., using unified
Friendly identification authentication mode.
Summary of the invention
The purpose of the present invention is to overcome the shortcomings of the existing technology and deficiency, proposes a kind of intelligence suitable for more scenes
It is high, disagreeableness to solve the problems, such as that existing guest system requires visiting personnel authentication information, eliminates visiting for guest system
Personnel identity authentication information is easy by the security risk that other people falsely use or usurp, and solution guest system usage scenario is single, is needed
Visiting personnel provides the problem of a variety of authentication informations.The user experience of visiting personnel is improved, unit management personnel are simplified
The process of visiting personnel information is managed, visiting personnel is improved and receives efficiency.
To achieve the above object, a kind of technical solution provided by the present invention are as follows: intelligent caller system suitable for more scenes
System, comprising:
Face detection module, the people for realizing the automatic detection to face in input video stream, in output video image
Face position；
Video display module for realizing the visualization to face detection module output result, and is exported and is cut out from original image
The facial image cut；Wherein, which can at most show the testing result of four-way CCD camera, including USB camera and remote
Journey IP Camera, and the display area of any of them camera detection result all the way can be maximized；
Database management module checks behaviour for realizing registration, deletion, modification and the display to user data in database
Make；
Face recognition module, for realizing to input facial image in the database belonging to identity identification, identity letter
Breath includes: User ID and user name；The similarity and this person's visiting time of output this person and identity in the database recognized
With the identity information of this person in the database；
Visitor information display module, for realizing the identity information of display face recognition module output, similarity and visiting
The visiting time of personnel；
Log print module, for realizing the information for all visitors that record face recognition module recognizes, including identity
Information, similarity and visiting time print out after being filed by date；
System display interface, for realizing the information exchange of the guest system and user, the interface include video viewing area,
The viewing area LOGO, visitor information viewing area, user information input field and operating space.
Further, the face detection module includes camera or video flowing read module and human-face detector module,
In:
The camera or video flowing read module are responsible for producing from USB camera or telecommunication network camera or video file
Be successively read image in raw video flowing, then image data pre-processed, pre-treatment step include picture format conversion,
Pretreated image is finally sent into human-face detector module by filtering and noise reduction and histogram equalization；
The human-face detector module is responsible for carrying out Face datection to the image of input, and it is aobvious to will test result feeding video
Show module；Testing result includes: the face number detected, detects the confidence level of each face and detect each people
The location information of face；Wherein, the location information of face is to contain the parameter of the rectangle frame of this face, i.e. rectangle frame upper left corner phase
For the length and width of coordinate (x value, the y value) and rectangle frame in the original image upper left corner.
Further, the video display module includes video processing module and display adjustment module, in which:
The video processing module is responsible for carrying out the following processing original image according to the testing result of Face datection:
If face a, is not detected, original image is not processed, and is sent directly into display adjustment module；
If b, detecting one or more faces, the maximum face of fiducial probability is drawn with green rectangle frame in original image
Out, it cuts and is output to face recognition module；The face that remaining is detected is drawn with blue rectangle frame in original image；
The display adjustment module is responsible for showing video processing module to the processing result of original image, according to belonging to original image
Processing result, is shown to the corresponding position of the video viewing area of system display interface, and can be according to user by camera number
Instruction maximize or minimize the video viewing area of any camera all the way.
Further, the database management module includes database operating modules, has registration, modification, deletes, shows and work as
Preceding four Xiang Gongneng of user, in which:
The database operating modules are used for the command adapted thereto of response management person, including the new user of registration, modification user's letter
Breath, deletion choose user and show current registered user data list；
The registering functional registers new user, this function needs to provide the face image of a new user, user's face
Portion's image can carry out camera acquisition at the scene, can also be uploaded by new user self-help；It also to input user and want registration
User name；Then, this facial image can be sent into the feature extractor of face recognition module by system, generate one 128 dimension
Condition code；System automatically can distribute a unique User ID for the user；Finally, by database operating modules by this user
Relevant information store into database, wherein the relevant information includes User ID, user name, condition code and user face
Image；
The modification function, i.e. modification user information, in addition to User ID, user name, condition code and user's face cannot be modified
Portion's image can be modified accordingly；
The deletion function deletes certain user data chosen；
Display active user's function, i.e., registered institute is useful in data base administration interface display current database
Family information.
Further, the face recognition module, including feature extractor, database module and visitor information generation module,
Wherein:
The feature extractor is responsible for converting the facial image of input to the condition code of 128 dimensions；
On the one hand the database module is responsible for storage user information, be on the other hand responsible for retrieval customer data base, find
The most like user data with given condition code, by calculating separately the cosine similarity of two condition codes, one is given
Condition code, the other is some condition code in database, obtains the similar journey that the two condition codes correspond to face or identity
Degree, so that it is determined that the given corresponding face of condition code or identity；If similarity degree is greater than preset threshold value, take similar
Spend it is maximum as recognition result, if the user data for not having similarity degree to be greater than threshold value in database, recognition result are
The user is unregistered；
The visitor information generation module is responsible for the subscriber identity information that will be recognized and the current time sends jointly to
Visitor information display module and log print module.
Further, the visitor information display module is responsible for for visitor information being shown to the visitor information of system display interface
Viewing area by the User ID of the user, user name, similarity, visiting time, detects if the user does not visit today
User's face image and database in user's face image be added to visitor information viewing area together；If today has arrived
It visits, does not then add.
Further, the log print module is responsible for recording the user data that each is detected and identified, including user
ID, user name, similarity and visiting time, and all users of today are visited into data-printing into a log document, most
It is placed under the file of date today name afterwards.
Further, the video viewing area is responsible for showing the content of video display module output on system interface；It is described
LOGO is responsible for viewing area showing the title of the guest system on system interface；It is responsible in system circle the visitor information viewing area
The content of visitor information display module output is shown on face；The user information input field is responsible for receiving the user of user's input
Name, and it is sent to database management module；The operating space is responsible for interacting with administrator, completes user to data base administration
The operation of module.
Compared with prior art, the present invention have the following advantages that with the utility model has the advantages that
1, pass through Face datection and know and authenticate visiting personnel identity otherwise, greatly reduce and visiting personnel identity is recognized
Demonstrate,prove the requirement of information；Using contactless identification authentication mode, the friendliness to visiting personnel is greatly improved.
2, other people can be effectively prevent to falsely use or usurp identity information as authentication basis using biological characteristic.
3, the face that oneself can be used in visiting personnel is using visitor of the present invention by all as the pass
System, can it is convenient, efficiently access plurality of application scenes, meanwhile, which can be accomplished with rapid authentication visiting personnel identity
" reach i.e. pass through " do not rest and pass through, greatly improve the reception efficiency of visiting personnel.
4, by video display module, administrator can see personnel's passage situation of multiple entrances in real time, convenient for management
Reception and management of the member to visiting personnel.
5, by database management module, administrator increases, modifies, deleting, checking information in database in which can be convenient.
6, by visitor information display module and log print module, administrator understands and checks in which can be convenient to come today
Visit personal information.
Detailed description of the invention
Fig. 1 is the relation schematic diagram of system modules.
Fig. 2 is system display interface.
Fig. 3 is system display interface schematic diagram.
Specific embodiment
The present invention is further explained in the light of specific embodiments.
It is suitable for the intelligent visitor system of more scenes provided by the present embodiment, is using Pycharm software and Python
The guest system that (such as NVIDIAJetson TX2) is run on the server beyond the clouds or terminal device of language development, such as Fig. 1 institute
Show, system is realized by external camera and internal module to the detection of visiting personnel face and the identification of identity, to realize
To the display of visiting personnel information, record and management.It includes:
Face detection module, the main automatic detection realized to the face of video flowing in external camera, exports video figure
The confidence level of face location and face as in.Face location includes detecting the face rectangle frame upper left corner relative to original image upper left
The length and width of coordinate (x coordinate and the y-coordinate) and rectangle frame at angle；Include in the face frame of the confidence level expression system output of face
The probability of face；
Video display module, the main visualization realized to face detection module output result, and export and cut out from original image
The facial image cut；Wherein, the module can at most show four-way CCD camera (including USB camera and telecommunication network camera shooting
Head) testing result, and the display area of any of them camera detection result all the way can be maximized, convenient for administrator to complete
Check and certain of the visiting personnel information of office all the way check by camera visiting personnel information；
Database management module, main realize check behaviour to registration, deletion, modification and the display of user data in database
Make；
Face recognition module, it is main realize to input facial image in the database belonging to identity identification, identity letter
Breath includes: User ID and user name.The similarity and this person's visiting time of output this person and identity in the database recognized
With the identity information of this person in the database；
Visitor information display module, main realize show the visitor information that visitor information is shown to system display interface
Area, visitor information include the identity information of face recognition module output, similarity and visiting personnel visiting time；
Log print module, it is main to realize the information for recording all visitors that face recognition module recognizes, including identity
Information, similarity and visiting time；It is printed out after being filed by date；
System display interface mainly realizes the guest system and the information exchange of user as shown in Figures 2 and 3, the interface
Including video viewing area, the viewing area LOGO, visitor information viewing area, user information input field, operating space totally five part, specifically such as
Under:
It is responsible for showing the content of video display module output on system interface in the video viewing area；
LOGO is responsible for viewing area showing the title of the guest system on system interface；
It is responsible for showing the content of visitor information display module output on system interface in visitor information viewing area；
User information input field is responsible for receiving the user name of user's input, and is sent to database management module；
Operating space is responsible for interacting with administrator, completes operation of the user to database management module.
The face detection module includes camera or video flowing read module and human-face detector module, in which:
The camera or video flowing read module are responsible on a frame-by-frame basis reading image from the video flowing of camera, so
Each frame image data is pre-processed afterwards.Pre-treatment step are as follows: Data Format Transform is carried out to image first, is converted into referring to
Fixed data type (such as float32), Color Channel sequence (RGB)；Then gaussian filtering is carried out to image, removal wherein includes
Noise；Then histogram equalization is carried out to image, eliminates the influence of illumination factor to a certain extent.It finally will pretreatment
Image afterwards is sent into human-face detector module；
The human-face detector module is responsible for carrying out Face datection to the image of input, and it is aobvious to will test result feeding video
Show module；Use Multi-task convolutional neural network (MTCNN) as human-face detector.It is examined
Result is surveyed to include: the face number detected, detect the confidence level of each face and detect the position of each face
Information；Wherein, the location information of face is to contain the parameter of the rectangle frame of this face: i.e. the rectangle frame upper left corner is relative to original image
The length and width of coordinate (x value, the y value) and rectangle frame in the upper left corner.
The video display module includes video processing module and display adjustment module, in which:
The video processing module is responsible for carrying out the following processing original image according to the testing result of Face datection:
If face a, is not detected, original image is not processed, and is sent directly into display adjustment module；
If b, detecting one or more faces, the maximum face of fiducial probability is drawn with green rectangle frame in original image
Out, it cuts and is output to face recognition module；The face that remaining is detected is drawn with blue rectangle frame in original image.
The display adjustment module is responsible for showing video processing module to the processing result of original image.It is according to belonging to original image
Camera numbers (i.e. the source of input video stream), and processing result is shown to the correspondence of the video viewing area of system display interface
Position.When certain video viewing area all the way of user click, if the video viewing area is minimum state, which is shown
Show that area maximizes；If the video viewing area is maximized state, which is minimized.
The database management module includes database operating modules, has registration, modification, deletes, display active user
Four Xiang Gongneng, in which:
The database operating modules are used for the command adapted thereto of response management person, including the new user of registration, modification user's letter
Breath, deletion choose user and show current registered user data list；
The registering functional adds new user in the database, this function needs to provide the face of a new user
Image, user's face image can carry out camera acquisition at the scene, can also be uploaded by new user self-help；Also to input use
Want the user name of registration in family；Then, this facial image can be sent into the feature extractor of face recognition module by system, be generated
The condition code of one 128 dimension；System automatically can distribute a unique User ID for the user；Finally, by database manipulation
Module stores the relevant information (including User ID, user name, condition code, user's face image) of this user into database；
The modification function, i.e. modification user information, in addition to User ID cannot be modified, user name, condition code and user's face
Portion's image can be carried out modifying accordingly；
The deletion function deletes certain user data chosen；
Display active user's function, i.e., registered institute is useful in data base administration interface display current database
Family information, registered users information include the user's face image saved when User ID, user name and registration.
The face recognition module, including feature extractor, database module and visitor information generation module, in which:
The feature extractor is responsible for converting the facial image of input to the condition code of 128 dimensions, uses FaceNet:A
Unified Embedding for Face Recognition and Clustering (FaceNet) is used as feature extractor；
The database module uses mySQL as database model, and function is on the one hand to be responsible for storage user's letter
On the other hand breath is responsible for retrieval customer data base, finds the user data most like with given condition code.By calculating separately two
The cosine similarity of a condition code (one is given condition code, the other is some condition code in database), obtains
The two condition codes correspond to the similarity degree of face or identity, so that it is determined that the given corresponding face of condition code or identity；If
Similarity degree is greater than preset threshold value (such as 0.85), then takes similarity maximum as recognition result.If in database
There is no similarity degree to be greater than the user data of threshold value, then recognition result is that the user is unregistered；
The visitor information generation module is responsible for the subscriber identity information that will be recognized and the current time sends jointly to
Visitor information display module and log print module.
The visitor information display module is responsible for for visitor information being shown to the visitor information viewing area of system display interface.
If the user does not visit today, by the User ID of the user, user name, similarity, visiting time, the user's face detected
User's face image in portion's image and database is added to visitor information viewing area together；If today has visited, do not add
Add.
The log print module is responsible for the user data that record each is detected and identified, including User ID, user
Name, similarity, visiting time, and all users of today are visited into data-printing into a log document, finally it is placed on the present
Under the file of date day name.
Embodiment described above is only the preferred embodiments of the invention, and but not intended to limit the scope of the present invention, therefore
All shapes according to the present invention change made by principle, should all be included within the scope of protection of the present invention.
Claims (8)
1. a kind of intelligent visitor system suitable for more scenes characterized by comprising
Face detection module, the face position for realizing the automatic detection to face in input video stream, in output video image
It sets；
Video display module for realizing the visualization to face detection module output result, and is exported and is cut out from original image
Facial image；Wherein, which can at most show the testing result of four-way CCD camera, including USB camera and telenet
Network camera, and the display area of any of them camera detection result all the way can be maximized；
Database management module checks operation for realizing registration, deletion, modification and the display to user data in database；
Face recognition module, for realizing to input facial image in the database belonging to identity identification, identity information packet
It includes: User ID and user name；Output this person and the similarity and this person's visiting time of identity in the database recognized and this
The identity information of people in the database；
Visitor information display module, for realizing the identity information of display face recognition module output, similarity and visiting personnel
Visiting time；
Log print module, for realizing the information of all visitors that record face recognition module recognizes, including identity information,
Similarity and visiting time print out after being filed by date；
System display interface, for realizing the information exchange of the guest system and user, which includes video viewing area, LOGO
Viewing area, visitor information viewing area, user information input field and operating space.
2. a kind of intelligent visitor system suitable for more scenes according to claim 1, it is characterised in that: the face inspection
Surveying module includes camera or video flowing read module and human-face detector module, in which:
What the camera or video flowing read module were responsible for generating from USB camera or telecommunication network camera or video file
It is successively read image in video flowing, then image data is pre-processed, pre-treatment step includes picture format conversion, filtering
Pretreated image is finally sent into human-face detector module by denoising and histogram equalization；
The human-face detector module is responsible for carrying out Face datection to the image of input, and will test result and be sent into video display mould
Block；Testing result includes: the face number detected, detects the confidence level of each face and detect each face
Location information；Wherein, the location information of face is to contain the parameter of the rectangle frame of this face, i.e., the rectangle frame upper left corner relative to
The length and width of coordinate (x value, the y value) and rectangle frame in the original image upper left corner.
3. a kind of intelligent visitor system suitable for more scenes according to claim 1, it is characterised in that: the video is aobvious
Show that module includes video processing module and display adjustment module, in which:
The video processing module is responsible for carrying out the following processing original image according to the testing result of Face datection:
If face a, is not detected, original image is not processed, and is sent directly into display adjustment module；
If b, detecting one or more faces, the maximum face of fiducial probability is drawn with green rectangle frame in original image,
It cuts and is output to face recognition module；The face that remaining is detected is drawn with blue rectangle frame in original image；
The display adjustment module is responsible for showing processing result of the video processing module to original image, the camera shooting according to belonging to original image
Processing result, is shown to the corresponding position of the video viewing area of system display interface, and can be according to the finger of user by head number
Enable the video viewing area for maximizing or minimizing any camera all the way.
4. a kind of intelligent visitor system suitable for more scenes according to claim 1, it is characterised in that: the database
Management module includes database operating modules, has registration, modification, deletes, display four Xiang Gongneng of active user, in which:
The database operating modules are used for the command adapted thereto of response management person, including register new user, modification user information, delete
Except the user data list for choosing user current registered with display；
The registering functional registers new user, this function needs to provide the face image of a new user, user face figure
As camera acquisition can be carried out at the scene, can also be uploaded by new user self-help；Also to input the user that user wants registration
Name；Then, this facial image can be sent into the feature extractor of face recognition module by system, generate the feature of one 128 dimension
Code；System automatically can distribute a unique User ID for the user；Finally, by database operating modules by the phase of this user
Information storage is closed into database, wherein the relevant information includes User ID, user name, condition code and user's face image；
The modification function, i.e. modification user information, in addition to User ID, user name, condition code and user face figure cannot be modified
As that can be modified accordingly；
The deletion function deletes certain user data chosen；
Display active user's function, i.e., registered all user's letters in data base administration interface display current database
Breath.
5. a kind of intelligent visitor system suitable for more scenes according to claim 1, it is characterised in that: the face is known
Other module, including feature extractor, database module and visitor information generation module, in which:
The feature extractor is responsible for converting the facial image of input to the condition code of 128 dimensions；
On the one hand the database module is responsible for storage user information, be on the other hand responsible for retrieval customer data base, find and to
Determine the most like user data of condition code, by calculating separately the cosine similarity of two condition codes, one is given feature
Code, the other is some condition code in database, obtains the similarity degree that the two condition codes correspond to face or identity, from
And determine the given corresponding face of condition code or identity；If similarity degree is greater than preset threshold value, similarity is taken most
Big is used as recognition result, if the user data for not having similarity degree to be greater than threshold value in database, recognition result is the use
Family is unregistered；
The visitor information generation module is responsible for the subscriber identity information that will be recognized and the current time sends jointly to visitor
Information display module and log print module.
6. a kind of intelligent visitor system suitable for more scenes according to claim 1, it is characterised in that: visitor's letter
Breath display module is responsible for for visitor information being shown to the visitor information viewing area of system display interface, if the user does not arrive today
It visits, then it will be in the User ID of the user, user name, similarity, visiting time, the user's face image and database that detect
User's face image is added to visitor information viewing area together；If today has visited, do not add.
7. a kind of intelligent visitor system suitable for more scenes according to claim 1, it is characterised in that: the log is beaten
Impression block is responsible for recording the user data that each is detected and identified, including when User ID, user name, similarity and visiting
Between, and all users of today are visited into data-printing into a log document, finally it is placed on the file of date today name
Under folder.
8. a kind of intelligent visitor system suitable for more scenes according to claim 1, it is characterised in that: the video is aobvious
Show that area is responsible for showing the content of video display module output on system interface；It is responsible on system interface the viewing area LOGO
Show the title of the guest system；It is responsible for showing that visitor information display module is defeated on system interface in the visitor information viewing area
Content out；The user information input field is responsible for receiving the user name of user's input, and is sent to database management module；Institute
It states operating space to be responsible for interacting with administrator, completes operation of the user to database management module.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910597478.XA CN110363891A (en) | 2019-07-04 | 2019-07-04 | A kind of intelligent visitor system suitable for more scenes |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910597478.XA CN110363891A (en) | 2019-07-04 | 2019-07-04 | A kind of intelligent visitor system suitable for more scenes |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN110363891A true CN110363891A (en) | 2019-10-22 |
Family
ID=68218013
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201910597478.XA Pending CN110363891A (en) | 2019-07-04 | 2019-07-04 | A kind of intelligent visitor system suitable for more scenes |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN110363891A (en) |
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111476183A (en) * | 2020-04-13 | 2020-07-31 | 腾讯科技（深圳）有限公司 | Passenger flow information processing method and device |
| CN113190700A (en) * | 2021-07-02 | 2021-07-30 | 成都旺小宝科技有限公司 | Face snapshot, screening and storage method and system for real estate transaction |
| CN114291141A (en) * | 2022-01-18 | 2022-04-08 | 中国铁道科学研究院集团有限公司通信信号研究所 | Operation behavior management and control and statistics system of CTC system |
Citations (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2001037169A1 (en) * | 1999-11-15 | 2001-05-25 | Eye Ticket Corporation | System and method for managing reservations and boarding for plural transportation carriers |
| US20020039447A1 (en) * | 2000-08-29 | 2002-04-04 | Imageid Ltd | Indexing, storage and retrieval of digital images |
| CN103080951A (en) * | 2010-08-23 | 2013-05-01 | 诺基亚公司 | Method and apparatus for recognizing objects in media content |
| CN104765998A (en) * | 2015-04-16 | 2015-07-08 | 国家电网公司 | User identity reliably-verifying system based on face identification and using method thereof |
| CN205451095U (en) * | 2015-12-02 | 2016-08-10 | 深圳市商汤科技有限公司 | A face -identifying device |
| WO2016137169A1 (en) * | 2015-02-27 | 2016-09-01 | 권병수 | Hospital management system and method using face recognition |
| CN108133533A (en) * | 2018-02-23 | 2018-06-08 | 王志强 | A kind of synthesis door meets management system |
| CN108171840A (en) * | 2017-12-28 | 2018-06-15 | 广东傲智创新科技有限公司 | A kind of building control system based on recognition of face |
| CN207517087U (en) * | 2017-11-29 | 2018-06-19 | 华南理工大学 | A kind of intelligent access control system |
| CN109359548A (en) * | 2018-09-19 | 2019-02-19 | 深圳市商汤科技有限公司 | Plurality of human faces identifies monitoring method and device, electronic equipment and storage medium |
| CN109389723A (en) * | 2018-10-11 | 2019-02-26 | 平安科技（深圳）有限公司 | Utilize the caller management method, device, computer equipment of recognition of face |
-
2019
- 2019-07-04 CN CN201910597478.XA patent/CN110363891A/en active Pending
Patent Citations (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2001037169A1 (en) * | 1999-11-15 | 2001-05-25 | Eye Ticket Corporation | System and method for managing reservations and boarding for plural transportation carriers |
| US20020039447A1 (en) * | 2000-08-29 | 2002-04-04 | Imageid Ltd | Indexing, storage and retrieval of digital images |
| CN103080951A (en) * | 2010-08-23 | 2013-05-01 | 诺基亚公司 | Method and apparatus for recognizing objects in media content |
| WO2016137169A1 (en) * | 2015-02-27 | 2016-09-01 | 권병수 | Hospital management system and method using face recognition |
| CN104765998A (en) * | 2015-04-16 | 2015-07-08 | 国家电网公司 | User identity reliably-verifying system based on face identification and using method thereof |
| CN205451095U (en) * | 2015-12-02 | 2016-08-10 | 深圳市商汤科技有限公司 | A face -identifying device |
| CN207517087U (en) * | 2017-11-29 | 2018-06-19 | 华南理工大学 | A kind of intelligent access control system |
| CN108171840A (en) * | 2017-12-28 | 2018-06-15 | 广东傲智创新科技有限公司 | A kind of building control system based on recognition of face |
| CN108133533A (en) * | 2018-02-23 | 2018-06-08 | 王志强 | A kind of synthesis door meets management system |
| CN109359548A (en) * | 2018-09-19 | 2019-02-19 | 深圳市商汤科技有限公司 | Plurality of human faces identifies monitoring method and device, electronic equipment and storage medium |
| CN109389723A (en) * | 2018-10-11 | 2019-02-26 | 平安科技（深圳）有限公司 | Utilize the caller management method, device, computer equipment of recognition of face |
Non-Patent Citations (3)
| Title |
|---|
| GAOPENG GOU: "Video face recognition through multi-scale and optimization of margin distributions", 《PROCEDIA COMPUTER SCIENCE 》 * |
| 刘一玮，杨韬，刘瑾: "基于余弦相似度的人脸识别***的实现", 《电子技术与软件工程》 * |
| 顾吉涛: "智能访客 *** 中的人脸检测及方 向判别算法", 《计算机应用与软件》 * |
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111476183A (en) * | 2020-04-13 | 2020-07-31 | 腾讯科技（深圳）有限公司 | Passenger flow information processing method and device |
| CN113190700A (en) * | 2021-07-02 | 2021-07-30 | 成都旺小宝科技有限公司 | Face snapshot, screening and storage method and system for real estate transaction |
| CN114291141A (en) * | 2022-01-18 | 2022-04-08 | 中国铁道科学研究院集团有限公司通信信号研究所 | Operation behavior management and control and statistics system of CTC system |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN205827465U (en) | A kind of guest system | |
| US10679443B2 (en) | System and method for controlling access to a building with facial recognition | |
| CN110363891A (en) | A kind of intelligent visitor system suitable for more scenes | |
| CN204680077U (en) | A kind of Meeting Signature management system | |
| CN102156853B (en) | Certificate reading system and certificate reading method | |
| US20210196169A1 (en) | Methods and System for Monitoring and Assessing Employee Moods | |
| CN108197565A (en) | Target based on recognition of face seeks track method and system | |
| CN201413537Y (en) | System for managing visitors of important units | |
| CN106204948A (en) | Locker management method and locker managing device | |
| CN108877012A (en) | Intelligent caller method and system | |
| CN203480567U (en) | Rental housing management system | |
| CN101826151A (en) | Method and system for human face comparison identity identification | |
| CN202404609U (en) | Intelligent key management system | |
| CN101377860A (en) | Intelligent caller management method | |
| CN211878614U (en) | Self-service certificate receiving terminal | |
| CN107464316A (en) | Intelligent caller machine and its operating system | |
| CN202815870U (en) | Certificate photograph and face automatic identification system | |
| CN108388672A (en) | Lookup method, device and the computer readable storage medium of video | |
| CN205644823U (en) | Social security self -service terminal device | |
| CN202887214U (en) | Human identity recognizing device based on face recognition | |
| CN207198946U (en) | A kind of intelligent robot is come to visit calling mechanism | |
| CN203480569U (en) | Safe visitor self-service terminal | |
| CN110443740A (en) | A kind of identity identifying method and system | |
| CN104217504A (en) | Identity recognition self-service terminal and corresponding certificate of house property printing terminal | |
| CN201698433U (en) | Terminal for hotel visitor information management |
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 |
Application publication date: 20191022 |
|
| RJ01 | Rejection of invention patent application after publication |