CN107273833A - Method and its system for monitoring floating population - Google Patents
Method and its system for monitoring floating population Download PDFInfo
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- CN107273833A CN107273833A CN201710418520.8A CN201710418520A CN107273833A CN 107273833 A CN107273833 A CN 107273833A CN 201710418520 A CN201710418520 A CN 201710418520A CN 107273833 A CN107273833 A CN 107273833A
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- information
- mobile terminal
- facial image
- face
- identification code
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/50—Context or environment of the image
- G06V20/52—Surveillance or monitoring of activities, e.g. for recognising suspicious objects
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- 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
- G06V40/172—Classification, e.g. identification
Abstract
The present invention relates to the method and its system for monitoring floating population, this method includes obtaining resident population or face information, inhabitation address and the information of mobile terminal of people stayed temporarily, is used as standard information；The facial image and information of mobile terminal for the personnel for entering gateway are obtained, sample information is used as；Sample information is compared with standard information, the information of mobile terminal in judgement sample information is with the presence or absence of in the information of mobile terminal in standard information；Notified if so, then output floating population is unconverted；If it is not, then the face information in judgement sample information is with the presence or absence of in the face information in standard information；If in the presence of by the information of mobile terminal corresponding to face information in the information of mobile terminal renewal standard information corresponding to face information in sample information；If being not present, the notice that output floating population changes.The flowing of present invention monitoring floating population, and mobile personnel is distinguished, play the effect effectively managed, monitoring efficiency is high.
Description
Technical field
The present invention relates to Population surveillance method, more specifically refer to the method and its system for monitoring floating population.
Background technology
Floating population refers to leave the county of the place where his residence is registered, city or districts under city administration, lived with working, living for purpose strange land
Adult reproduction age personnel, foreign countries are commonly referred to as movement of population, and flowing to migration is two kinds of similar but distinguishing phenomenons, is flowed
Although population and migrant all carry out the displacement in space, migration is that one kind in the case where forever change residence purpose is instructed is living
It is dynamic.Population management's system can be managed to floating population, and with the fast development of social economy, flow of personnel frequently, gives people
Mouth management and social security bring great difficulty.
The method of existing collection floating population is responsible for by community people's police mostly, such as community people's police visit access really
Determine population, this mode is more lost time and manpower.
Chinese patent 200910252932.4 disclose a kind of monitoring and surveying floating population system based on locus and
Method, the system includes：Database module, is supported for providing data for each functional module of monitoring and surveying system；Monitoring
Template-setup module, for reporting list or questionnaire Photographing On-line floating population's data monitoring template according to system data；
Monitoring Data acquisition module, for after monitoring standard module startup, the monitoring standard module pair to be automatically generated according to system database
The monitoring and surveying tables of data answered；Administrative division select with coding relating module, for by the monitoring and surveying record data and row
Draw coding auto-associating in administrative division；Data analysis and visualization model, for the statistical analysis to the monitoring and surveying data, space
Analysis, time series analysis and visualization.
Above-mentioned patent is to report list or questionnaire Photographing On-line floating population's data monitoring, realization pair by data
The monitoring of population, but this mode can not be distinguished the true identity of mobile personnel, thus can not effectively manage flowing people
Mouthful.
Therefore, it is necessary to design a kind of method for monitoring floating population, realize that the flowing to floating population is supervised
Survey, and mobile personnel is distinguished, play the effect of effectively management and monitoring floating population, and monitoring efficiency is high.
The content of the invention
It is an object of the invention to the defect for overcoming prior art, there is provided for monitoring the method for floating population and its being
System.
To achieve the above object, the present invention uses following technical scheme：Method for monitoring floating population, methods described
Including：
Resident population or face information, inhabitation address and the information of mobile terminal of people stayed temporarily are obtained, is believed as standard
Breath；
The facial image and information of mobile terminal for the personnel for entering gateway are obtained, sample information is used as；
Sample information is compared with standard information, judges that the information of mobile terminal in the sample information whether there is
In information of mobile terminal in the standard information；
Notified if so, then output floating population is unconverted；
If it is not, then judging that the face information in the sample information is believed with the presence or absence of the face in the standard information
In breath；
If in the presence of by people in the information of mobile terminal renewal standard information corresponding to face information in sample information
Information of mobile terminal corresponding to face information；
If being not present, the notice that output floating population changes.
Its further technical scheme is：Obtain face information, inhabitation address and the movement of resident population or people stayed temporarily
End message, the step of as standard information, including step in detail below：
The facial image of the resident population of collection or people stayed temporarily；
Obtain resident population or the ID card information of people stayed temporarily；
Facial image is bound with ID card information, face information is obtained；
Resident population or the mobile terminal identification code of people stayed temporarily are obtained, information of mobile terminal is used as；
Inhabitation address corresponding to face information, information of mobile terminal and resident population or people stayed temporarily is tied up
It is fixed, obtain standard information.
Its further technical scheme is：Face information, information of mobile terminal and resident population or people stayed temporarily institute is right
The inhabitation address answered is bound, after the step of obtaining standard information, in addition to：
According to inhabitation address, one is each set up to each building or flat and moves in giver identification's code list, and will
The standard information is stored in list.
Its further technical scheme is：The facial image and information of mobile terminal for the personnel for entering gateway are obtained, is made
The step of for sample information, including step in detail below：
The facial image for the personnel for entering gateway is caught, and its facial image is pre-processed；
Scan and collect the mobile terminal into the personnel of gateway, and scanning result is pre-processed, obtain movement
End message；
The facial image and information of mobile terminal of the personnel of gateway are integrated into, sample information is obtained.
Its further technical scheme is：The facial image for the personnel for entering gateway is caught, and its facial image is carried out
The step of pretreatment, including step in detail below：
Catch the facial image for the personnel for entering gateway；
The unitized processing of size is carried out to facial image；
Judge that the facial image whether there is multiple faces；
If it is not, the facial image after unitized processing then to be made to the facial image in sample information；
If so, then distinguishing intercepting process per capita, face image set is generated, face image set is regard as sample information
In facial image.
Its further technical scheme is：Scan and collect the mobile terminal into the personnel of gateway, and to scanning result
Pre-processed, the step of obtaining information of mobile terminal, including step in detail below：
The AP signals of mobile terminal are scanned, the mobile terminal identification code in AP signals is obtained；
Judge whether the mobile terminal identification obtained code is independent one；
If so, then regarding the mobile terminal identification code of acquisition as information of mobile terminal；
If it is not, then judging whether the quantity of the mobile terminal identification code obtained is more than the quantity of facial image；
If the quantity of the mobile terminal identification code obtained is more than the quantity of facial image, according to the strong and weak journey of AP signals
Degree, the most weak unnecessary mobile terminal identification code that will sort is weeded out, and enters next step, if the mobile terminal identification code obtained
Quantity be not more than the quantity of facial image, then be directly entered next step；
Multiple mobile terminal identifications code generation mobile terminal identification code collection is closed, and the mobile terminal identification code collection is closed
It is used as information of mobile terminal.
Adopted present invention also offers the system for monitoring floating population, including standard information collecting unit, sample information
Collect unit, information of mobile terminal comparing unit, unchanged notification unit, face information comparing unit, updating block and change
Notification unit；
The standard information collecting unit, for obtain the face information of resident population or people stayed temporarily, inhabitation address with
And information of mobile terminal, it is used as standard information；
The sample information collecting unit, facial image and mobile terminal letter for obtaining the personnel for entering gateway
Breath, is used as sample information；
The information of mobile terminal comparing unit, for sample information to be compared with standard information, judges the sample
Information of mobile terminal in this information is with the presence or absence of in the information of mobile terminal in the standard information；
The unchanged notification unit, for if so, then exporting the unconverted notice of floating population；
The face information comparing unit, for if it is not, then judging whether the face information in the sample information deposits
It is in the face information in the standard information；
The updating block, if in the presence of by the information of mobile terminal corresponding to face information in sample information more
Information of mobile terminal in the new standard information corresponding to face information；
The change notification unit, if for being not present, the notice that output floating population changes.
Its further technical scheme is：The standard information collecting unit, which includes man face image acquiring module, identity card, to be believed
Cease acquisition module, binding module, identification code acquisition module, binding acquisition module and List Generating Module；
The man face image acquiring module, the facial image for gathering resident population or people stayed temporarily；
The ID card information acquisition module, the ID card information for obtaining resident population or people stayed temporarily；
The binding module, for facial image to be bound with ID card information, obtains face information；
The identification code acquisition module, the mobile terminal identification code for obtaining resident population or people stayed temporarily, is used as shifting
Dynamic end message；
The binding acquisition module, for by face information, information of mobile terminal and resident population or people stayed temporarily institute
Corresponding inhabitation address is bound, and obtains standard information；
The List Generating Module, for according to inhabitation address, each setting up one to each building or flat and entering
Firmly giver identification's code list, and the standard information is stored in list.
Its further technical scheme is：The sample information collecting unit includes facial pretreatment module, information processing mould
Block and integration module；
The facial pretreatment module, the facial image for catching the personnel for entering gateway, and to its facial image
Pre-processed；
Described information processing module, is tied for scanning and collecting the mobile terminal into the personnel of gateway, and to scanning
Fruit is pre-processed, and obtains information of mobile terminal；
The integration module, for the facial image and information of mobile terminal of the personnel for being integrated into gateway, is obtained
Sample information.
Its further technical scheme is：The facial pretreatment module include catch submodule, size processing submodule with
And face quantity judging submodule；
The seizure submodule, the facial image for catching the personnel for entering gateway；
The size handles submodule, for carrying out the unitized processing of size to facial image；
The face quantity judging submodule, for judging that the facial image whether there is multiple faces；If it is not, then
Facial image after unitized processing is made to the facial image in sample information；If so, intercepting process is then distinguished per capita, generation
Face image set, regard face image set as the facial image in sample information.
Compared with the prior art, the invention has the advantages that：The method for monitoring floating population of the present invention, passes through
The face information and information of mobile terminal of resident personnel or temporary staff are obtained during registration, when entering gateway, is obtained
Into the face information and/or information of mobile terminal of personnel, by the comparison of information of mobile terminal and face information, stream is obtained
The situation of change of moving mouth, associates correspondence with mobile terminal, so that in real time one by one by the face relevant with identity characteristic, identity card
Differentiate the dynamic change of floating population and effectively managed, realize that the flowing to floating population is monitored, and convection current is moving
Member is distinguished, plays the effect of effectively management and monitoring floating population, and monitoring efficiency is high.
The invention will be further described with specific embodiment below in conjunction with the accompanying drawings.
Brief description of the drawings
The flow chart for being used to monitor the method for floating population that Fig. 1 provides for the specific embodiment of the invention；
Fig. 2 resides face information, the inhabitation address of population or people stayed temporarily for the acquisition that the specific embodiment of the invention is provided
And the particular flow sheet of information of mobile terminal；
Fig. 3 enters the facial image and mobile terminal of the personnel of gateway for the acquisition that the specific embodiment of the invention is provided
The particular flow sheet of information；
Fig. 4 enters the idiographic flow of the facial image of the personnel of gateway for the seizure that the specific embodiment of the invention is provided
Figure；
The particular flow sheet for the acquisition information of mobile terminal that Fig. 5 provides for the specific embodiment of the invention；
The structured flowchart for being used to monitor the system of floating population that Fig. 6 provides for the specific embodiment of the invention；
The structured flowchart for the standard information collecting unit that Fig. 7 provides for the specific embodiment of the invention；
The structured flowchart for the sample information collecting unit that Fig. 8 provides for the specific embodiment of the invention；
The structured flowchart for the facial pretreatment module that Fig. 9 provides for the specific embodiment of the invention；
The structured flowchart for the message processing module that Figure 10 provides for the specific embodiment of the invention；
The utilization scene graph for being used to monitor the method for floating population that Figure 11 provides for the specific embodiment of the invention.
Embodiment
In order to more fully understand the technology contents of the present invention, technical scheme is entered with reference to specific embodiment
One step introduction and explanation, but it is not limited to this.
Specific embodiment as shown in Fig. 1~11, the method for monitoring floating population that the present embodiment is provided, Ke Yiyun
Used in the area of monitoring floating population's situation of change, realize that the flowing to floating population is monitored, and mobile personnel is carried out
Distinguish, play the effect of effectively management and monitoring floating population, and monitoring efficiency is high.
As shown in figure 1, the method for monitoring floating population that the present embodiment is provided, this method includes：
S1, face information, inhabitation address and the information of mobile terminal 40 for obtaining resident population or people stayed temporarily, are used as mark
Calibration information；
S2, the facial image and the information of mobile terminal 40 for obtaining the personnel for entering gateway, are used as sample information；
S3, sample information and standard information be compared, judge that the information of mobile terminal 40 in the sample information is
In the no information of mobile terminal 40 being present in the standard information；
S4, if so, then output floating population it is unconverted notify；
S5, if it is not, then judging face information in the sample information with the presence or absence of the people in the standard information
In face information；
If S6, in the presence of standard described in the information updating of mobile terminal 40 corresponding to face information in sample information is believed
The information of mobile terminal 40 in breath corresponding to face information；
If S7, being not present, the notice that output floating population changes.
For above-mentioned S1 steps, face information, inhabitation address and the movement for obtaining resident population or people stayed temporarily are whole
40 information are held, the step of as standard information, including step in detail below：
S11, the resident population of collection or people stayed temporarily facial image；
S12, the resident population of acquisition or people stayed temporarily ID card information；
S13, facial image and ID card information bound, obtain face information；
S14, the resident population of acquisition or the people stayed temporarily identification code of mobile terminal 40, are used as the information of mobile terminal 40；
S15, the inhabitation address corresponding to face information, the information of mobile terminal 40 and resident population or people stayed temporarily entered
Row binding, obtains standard information.
The step of facial image of above-mentioned S11 steps, the resident population of collection or people stayed temporarily, be specifically in resident population
Or people stayed temporarily are when doing population registration, using face collecting device the personnel of registration obtain with the operation of facial image, people
Face collecting device can be video camera 10.
Above-mentioned S12 steps, the step of obtaining the ID card information for residing population or people stayed temporarily, specifically using Card Reader
Device reads resident population or the ID card information of people stayed temporarily.
Above-mentioned S13 steps, facial image is bound with ID card information, the step of obtaining face information, specifically
It is that in order to people is corresponding with information, ID card information has uniqueness, and facial image is bound with ID card information, rises
Correction obtains whether facial image meets with ID card information.
Above-mentioned S14 steps, obtain resident population or the identification code of mobile terminal 40 of people stayed temporarily, are used as mobile terminal 40
The step of information, the identification code of mobile terminal 40 here includes but is not limited to MAC Address, IMEI addresses etc., mobile terminal 40 1
As in the case of be mobile phone because the equipment that mobile phone is people to be carried for a long time, and each mobile phone identification code be it is unique,
Therefore, by the use of the identification code of mobile phone as one of condition of discrimination, with uniqueness, identical phenomenon is less prone to, raising is distinguished
Other success rate, certainly, in other embodiment, mobile terminal 40 can be other portable mobile electron devices such as iPad
Part, these moving electronic components need to meet the condition for possessing unique identification code.
Above-mentioned S15 steps, by corresponding to face information, the information of mobile terminal 40 and resident population or people stayed temporarily
Inhabitation address is bound, the step of obtaining standard information, by the above-mentioned information of face information and mobile terminal 40 and inhabitation
Address is bound, and is realized subregion, point building 30, the correction of point housing unit and statistics floating population's change, is effectively improved
The efficiency and accuracy of monitoring.
In addition, in above-mentioned S15 steps, by face information, the information of mobile terminal 40 and resident population or people stayed temporarily
Corresponding inhabitation address is bound, after the step of obtaining standard information, in addition to：
S16, according to inhabitation address, each building 30 or flat are each set up one move in giver identification code row
Table, and the standard information is stored in list.
Above-mentioned S16 steps, each region, each building 30, each housing unit individually set up identification code list, realize
Subregion, point building 30, the correction of point housing unit and statistics floating population's change, effectively improve the efficiency of monitoring and accurate
Property.
Further, for S2 steps, the facial image and mobile terminal 40 for obtaining the personnel for entering gateway are believed
Breath, the step of as sample information, including step in detail below：
S21, the facial image for catching the personnel for entering gateway, and its facial image is pre-processed；
S22, the mobile terminal 40 for scanning and collecting the personnel for entering gateway, and scanning result is pre-processed, obtain
Take the information of mobile terminal 40；
S23, be integrated into gateway personnel facial image and the information of mobile terminal 40, obtain sample information.
Whole S2 steps, can be realized by the gateway installation video camera 10 and identification code collector in building 30,
The video camera 10 obtains the facial image for the personnel for entering gateway, and identification code collector obtains the information of mobile terminal 40, shooting
The status requirement that machine 10 is installed only photographs the personnel into gateway and can not photograph the personnel of passing by；Identification code collector
Scan power is adjusted to only cover the Minimum Area of gateway scope, avoids scanning by mistake to pass by personnel as far as possible.
Before S2 steps are performed, above-mentioned giver identification's code list of moving in typically is stored in each region/Lou Dong 30/
The background data base of housing unit, the background data base is in advance by the identification code list in the flat or building 30, through network
Transmission is stored in the database of the memory cell of video camera 10 by the network communication unit of the video camera 10, so as to follow-up ratio
It is right.
Can be that the sample information of acquisition is back to above-mentioned each area when performing S2 steps in other embodiment
In the controller of the housing units of domain/Lou Dong 30/, follow-up comparison is carried out by the controller.
Above-mentioned S21 steps, catch the facial image for the personnel for entering gateway, and its facial image is pre-processed
The step of, including step in detail below：
S211, the facial image for catching the personnel for entering gateway；
S212, the unitized processing of size is carried out to facial image；
S213, judge the facial image whether there is multiple faces；
S214, if it is not, the facial image after unitized processing then to be made to the facial image in sample information；
S215, if so, then per capita distinguish intercepting process, generate face image set, regard face image set as sample
Facial image in this information.
Above-mentioned S211 steps, the step of catching the facial image for the personnel for entering gateway, specifically video camera 10 is obtained
Facial image is taken, still, the problem of facial image of acquisition has size, the facial image of some acquisitions is larger, and database
Facial image in interior list is smaller, is at this moment accomplished by carrying out facial image the regulation of size.
Above-mentioned S212, the unitized processing of every trade size is entered to facial image, is compared to meet follow-up facial image
Process, it is to avoid because bringing the error of comparison the problem of size.
Above-mentioned S213 steps, judge the step of facial image whether there is multiple faces, are mainly taken the photograph in installation
When camera 10 catches face, when many people pass through video camera 10, multiple faces occur in same facial image, for occurring
The facial images of multiple faces obtains each single facial image of face, it is necessary to carry out certain processing to it.
It is usually to be intercepted out respectively individually according to number of people number when there are multiple faces for above-mentioned S215 steps
Face as an independent facial image, all independent facial images are made into a face image set, such as solely
Vertical facial image is F, then F={ F1, F2 ... ... Fn }, and in the present embodiment, facial image or face image set are all
It is stored in the memory cell in video camera 10.
Further, for S22 steps, scan and collect the mobile terminal 40 into the personnel of gateway, and to sweeping
Retouch result to be pre-processed, the step of obtaining 40 information of mobile terminal, including step in detail below：
S221, the AP signals for scanning mobile terminal 40, obtain the identification code of mobile terminal 40 in AP signals；
S222, judge obtain the identification code of mobile terminal 40 whether be independent one；
S223, if so, then regarding the identification code of mobile terminal 40 of acquisition as the information of mobile terminal 40；
S224, if it is not, then judge obtain the identification code of mobile terminal 40 quantity whether be more than facial image quantity；
If the quantity of the identification code of mobile terminal 40 obtained is more than the quantity of facial image, S225, according to AP signals
Degree of strength, the most weak unnecessary identification code of mobile terminal 40 that will sort is weeded out, and enters S226, if the mobile terminal obtained
The quantity of 40 identification codes is not more than the quantity of facial image, then is directly entered S226；
S226, multiple identification codes of mobile terminal 40 are generated into the identification code set of mobile terminal 40, and by the mobile terminal
40 identification code set are used as the information of mobile terminal 40.
Above-mentioned S221 steps, scan the AP signals of mobile terminal 40, obtain the identification code of mobile terminal 40 in AP signals
The step of, mainly by identification code collector is by WLAN interconnection technique (such as WI-FI) automatically scanning and collects shifting
AP (Access Point) signal of dynamic terminal 40, and protect after broadcasting out from the AP signals of acquisition the identification code of mobile terminal 40
There is memory cell.
Above-mentioned S222 steps, whether be the step of independent one, with face if judging the identification code of mobile terminal 40 obtained
When the process of picture catching equally has many individuals into gateway, multiple identification codes can be captured.
Above-mentioned S223 steps, if so, then using the identification code of mobile terminal 40 of acquisition as the information of mobile terminal 40, when only
When having 40 identification code of mobile terminal, only the identification code of mobile terminal 40 of acquisition need to be treated as the information of mobile terminal 40.
Above-mentioned S224 steps, if it is not, then judging whether the quantity of the identification code of mobile terminal 40 obtained is more than face
The step of quantity of image, due to there is identification code collector when gathering signal, the mobile end of the personnel passed by can be collected
The identification code at end 40, people is passed by accordingly, it would be desirable to judge to whether there is in the identification code of mobile terminal 40 from the number of facial image
The identification code of mobile terminal 40 of member, so as to reduce the error of monitoring, improves the degree of accuracy of detection.
If the quantity of the identification code of mobile terminal 40 of above-mentioned acquisition is more than the quantity of facial image, S225, according to AP
The degree of strength of signal, the step of most weak unnecessary identification code of mobile terminal 40 that will sort is weeded out, such as mobile terminal 40
Identification code ID C quantity m is more than facial image F quantity n, then according to the degree of strength of AP signals, by most weak (m-n) that sort
The individual identification code ID C of mobile terminal 40 is weeded out, and also just eliminates the identification code of mobile terminal 40 for the personnel of passing by.
For above-mentioned S226 steps, multiple identification codes of mobile terminal 40 are generated into the identification code set of mobile terminal 40, and
The step of using the identification code set of mobile terminal 40 as 40 information of mobile terminal, such as obtaining has multiple mobile terminals 40 to mark
Know code, be then stored in memory cell after generating the identification code set IDC={ IDC1, IDC2 ... ... IDCm } of mobile terminal 40.
S23 steps, are integrated into the facial image and the information of mobile terminal 40 of the personnel of gateway, obtain sample information
The step of, it is specifically that facial image and the information of mobile terminal 40 are divided into two column datas, corresponding data in list is carried out
Compare.
Further, above-mentioned S3 steps, sample information is compared with standard information, judges the sample information
In the information of mobile terminal 40 with the presence or absence of in the information of mobile terminal 40 in the standard information；Specifically, will just obtain
The identification code ID C of mobile terminal 40 compared one by one with the identification code of mobile terminal 40 in identification code list.
S4 steps, if so, then output floating population's unconverted notice the step of, be compare successfully then be considered as population without
Change.
Above-mentioned S5 steps, if it is not, then judging that the face information in the sample information whether there is in the standard
The step in face information in information, such case is that the new identification code ID C of mobile terminal 40 occur, then is sent out by server 20
Go out alarm signal, while the facial image F captured at that time is sent to server 20, by facial image F face characteristic with
Face characteristic in database in list is compared.
For above-mentioned S6 steps, if in the presence of by the information of mobile terminal 40 corresponding to face information in sample information
The step of updating in the standard information 40 information of mobile terminal corresponding to face information, this be in the case where face alignment is consistent,
It is considered as people replacing mobile terminal 40 or the system of mobile terminal 40 resets and causes the identification code ID C of mobile terminal 40 to change, then updates
The database of server 20, the new identification code of mobile terminal 40 is updated to by the former corresponding identification code ID C of mobile terminal 40 of the people
IDC, while the identification code list Ln after renewal is sent to video camera 10 to update the database in the memory cell, to ensure
Every time during monitoring floating population, the identification code list in database is all newest, it is to avoid because the data in list are not most
It is new and cause the problem of monitoring malfunctions.
Above-mentioned S7 steps, if being not present, the step of the notice that output floating population changes, now face alignment
It is inconsistent, it is considered as 30/ region of building/housing unit and new personnel occurs, that is, meet has new mobile terminal 40 to identify simultaneously
The condition that code IDC and new facial image F occur, administrative staff are received after the notice that mobile personnel changes, can basis
Local management code is judged as that interim discrepancy personnel still newly move in personnel and do specific aim processing.
Above-mentioned S2 steps can possess enough disposal abilities and storage to S7 steps in the main control unit of video camera 10
In the case that the amount of storage of unit is sufficiently large, completed by video camera 10；Certainly, in other embodiment, it can also send to clothes
Business device 20 is realized.
The above-mentioned method for monitoring floating population, obtains the face of resident personnel or temporary staff during by registering
Information and the information of mobile terminal 40, when entering gateway, the face information and/or mobile terminal 40 obtained into personnel is believed
Breath, by the comparison of the information of mobile terminal 40 and face information, obtains the situation of change of floating population, will have with identity characteristic
Face, the identity card of pass associated one by one with mobile terminal 40 it is corresponding so that dynamic change and the progress of real time discriminating floating population
Effectively management, realizes that the flowing to floating population is monitored, and mobile personnel is distinguished, plays effectively management and monitors
The effect of floating population, and monitoring efficiency is high.
The present embodiment additionally provides a kind of equipment for monitoring mobile personnel, and the equipment includes video camera 10 and storage
In the video camera 10 and the computer program that can be run on the video camera 10, the video camera 10 performs the computer
The step in method described above is realized during program.
In addition, as shown in fig. 6, the present embodiment additionally provides the system for monitoring floating population, including standard information is adopted
Collect unit 1, sample information collecting unit 2, information of mobile terminal comparing unit 3, unchanged notification unit 4, face information to compare
Unit 5, updating block 6 and change notification unit 7.
Standard information collecting unit 1, face information, inhabitation address and shifting for obtaining resident population or people stayed temporarily
The dynamic information of terminal 40, is used as standard information.
Sample information collecting unit 2, facial image and mobile terminal 40 for obtaining the personnel for entering gateway are believed
Breath, is used as sample information.
Information of mobile terminal comparing unit 3, for sample information to be compared with standard information, judges the sample letter
The information of mobile terminal 40 in breath is with the presence or absence of in the information of mobile terminal 40 in the standard information.
Unchanged notification unit 4, for if so, then exporting the unconverted notice of floating population.
Face information comparing unit 5, for if it is not, then judge face information in the sample information whether there is in
In face information in the standard information.
Updating block 6, if in the presence of by the information updating of mobile terminal 40 corresponding to face information in sample information
The information of mobile terminal 40 in the standard information corresponding to face information.
Change notification unit 7, if for being not present, the notice that output floating population changes.
Further, include man face image acquiring module 11, identity card for above-mentioned standard information collecting unit 1 to believe
Cease acquisition module 12, binding module 13, identification code acquisition module 14, binding acquisition module 15 and List Generating Module 16.
Man face image acquiring module 11, the facial image for gathering resident population or people stayed temporarily.
ID card information acquisition module 12, the ID card information for obtaining resident population or people stayed temporarily.
Binding module 13, for facial image to be bound with ID card information, obtains face information.
Identification code acquisition module 14, the identification code of mobile terminal 40 for obtaining resident population or people stayed temporarily, is used as shifting
The dynamic information of terminal 40.
Acquisition module 15 is bound, for by face information, the information of mobile terminal 40 and resident population or people stayed temporarily institute
Corresponding inhabitation address is bound, and obtains standard information.
List Generating Module 16, for according to inhabitation address, each setting up one to each building 30 or flat and entering
Firmly giver identification's code list, and the standard information is stored in list.
Man face image acquiring module 11, is specifically, when resident population or people stayed temporarily do population registration, to be adopted using face
Collect the operation that equipment to the personnel of registration obtain facial image, face collecting device can be video camera 10.
It is that resident population or the identity card of people stayed temporarily are read using card reader when ID card information acquisition module 12 works
Information.
Binding module 13 is specifically that ID card information has uniqueness, by facial image in order to people is corresponding with information
Bound with ID card information, play correction and obtain whether facial image meets with ID card information.
The identification code of mobile terminal 40 that identification code acquisition module 14 is obtained includes but is not limited to MAC Address, IMEI addresses etc.,
Mobile terminal 40 is generally mobile phone, because the equipment that mobile phone is people to be carried for a long time, and the identification code of each mobile phone
It is unique, therefore, the identification code by the use of mobile phone is as one of condition of discrimination, with uniqueness, is less prone to identical
Phenomenon, improve the success rate distinguished, certainly, in other embodiment, mobile terminal 40 other can be easy to carry for iPad etc.
Moving electronic components, these moving electronic components, which need to meet, possesses the condition of unique identification code.
Binding acquisition module 15 is bound the above-mentioned information of face information and mobile terminal 40 and inhabitation address, real
Existing subregion, point building 30, the correction of point housing unit and statistics floating population's change, effectively improve the efficiency of monitoring and accurate
Property.
Integrate module 23 and realize subregion, point building 30, the correction of point housing unit and statistics floating population's change, effectively
Improve the efficiency and accuracy of monitoring.
Further, facial pretreatment module 21, information processing mould are included for above-mentioned sample information collecting unit 2
Block 22 and integration module 23.
Facial pretreatment module 21, for catching the facial image for the personnel for entering gateway, and enters to its facial image
Row pretreatment.
Message processing module 22, is tied for scanning and collecting the mobile terminal 40 into the personnel of gateway, and to scanning
Fruit is pre-processed, and obtains the information of mobile terminal 40.
Module 23 is integrated, for the facial image and the information of mobile terminal 40 of the personnel that are integrated into gateway, is obtained
Sample information.
Include catching submodule 211, size processing submodule 212 and face for above-mentioned facial pretreatment module 21
Quantity judging submodule 213.
Submodule 211 is caught, the facial image for catching the personnel for entering gateway.
Size handles submodule 212, for carrying out the unitized processing of size to facial image.
Face quantity judging submodule 213, for judging that the facial image whether there is multiple faces；If it is not, then
Facial image after unitized processing is made to the facial image in sample information；If so, intercepting process is then distinguished per capita, generation
Face image set, regard face image set as the facial image in sample information.
Facial pretreatment module 21 can install video camera 10 and identification code collector in the gateway in building 30, should
Video camera 10 obtains the facial image for the personnel for entering gateway, and identification code collector obtains the information of mobile terminal 40, video camera
10 status requirements installed only photograph the personnel into gateway and can not photograph the personnel of passing by；Identification code collector is swept
The Minimum Area that power is adjusted to only cover gateway scope is retouched, avoids scanning by mistake to pass by personnel as far as possible.
It is specifically that video camera 10 obtains facial image to catch submodule 211, and still, the facial image of acquisition has size
Problem, the facial image of some acquisitions is larger, and the facial image in database in list is smaller, is at this moment accomplished by face figure
Regulation as carrying out size.
The work of size processing submodule 212 is to meet the process that follow-up facial image is compared, it is to avoid because size
The problem of and bring the error of comparison.
Face quantity judging submodule 213 is mainly when installing the seizure face of video camera 10, when many people pass through video camera
When 10, multiple faces occur in same facial image, for there is the facial image of multiple faces, it is necessary to carry out one to it
Fixed processing, obtains each single facial image of face.It is usually to be cut respectively according to number of people number when there are multiple faces
Single face is taken out as an independent facial image, all independent facial images are made into a face image set
Close, such as independent facial image is F, then F={ F1, F2 ... ... Fn }, in the present embodiment, facial image or face figure
Image set is closed and is all stored in the memory cell in video camera 10.
In addition, including signal scanning submodule 221, number judging submodule 222 for above-mentioned message processing module 22
And quantitative comparison's submodule 223.
Signal scanning submodule 221, the AP signals for scanning mobile terminal 40 obtain the mobile terminal 40 in AP signals
Identification code.
Number judging submodule 222, whether the identification code of mobile terminal 40 for judging to obtain is independent one, if so,
Then it regard the identification code of mobile terminal 40 of acquisition as the information of mobile terminal 40；
Quantitative comparison's submodule 223, for if it is not, then judging whether the quantity of the identification code of mobile terminal 40 of acquisition is more
In the quantity of facial image；If the quantity of the identification code of mobile terminal 40 obtained is more than the quantity of facial image, believed according to AP
Number degree of strength, the most weak unnecessary identification code of mobile terminal 40 that will sort is weeded out, and multiple mobile terminals 40 are identified
The code generation identification code set of mobile terminal 40, and using the identification code set of mobile terminal 40 as the information of mobile terminal 40, if
The quantity of the identification code of mobile terminal 40 of acquisition is not more than the quantity of facial image, then directly by multiple identification codes of mobile terminal 40
The identification code set of mobile terminal 40 is generated, and regard the identification code set of mobile terminal 40 as the information of mobile terminal 40.
For above-mentioned signal scanning submodule 221, skill is mainly connected by WLAN by identification code collector
Art (such as WI-FI) automatically scanning and AP (Access Point) signal for collecting mobile terminal 40, and from the AP signals of acquisition
In broadcast out the identification code of mobile terminal 40 after be stored in memory cell.
And enter discrepancy because the acquisition identification code of mobile terminal 40 has many individuals as the process that facial image is caught
During mouth, multiple identification codes can be captured, accordingly, it would be desirable to which number judging submodule 222 is judged, when only one of which mobile terminal 40
During identification code, only the identification code of mobile terminal 40 of acquisition need to be treated as the information of mobile terminal 40.
Due to there is identification code collector when gathering signal, the mark of the mobile terminal 40 of the personnel passed by can be collected
Code, accordingly, it would be desirable to which quantitative comparison's submodule 223 judges to whether there is in the identification code of mobile terminal 40 from the number of facial image
The identification code of mobile terminal 40 of personnel is passed by, so as to reduce the error of monitoring, the degree of accuracy of detection is improved.If the mobile end obtained
The quantity of 40 identification codes is held to be more than the quantity of facial image, then according to the degree of strength of AP signals, it is most weak unnecessary to sort
The identification code of mobile terminal 40 is weeded out, such as the identification code ID C of mobile terminal 40 quantity m is more than facial image F quantity n, then
According to the degree of strength of AP signals, most weak (m-n) the individual identification code ID C of mobile terminal 40 that will sort is weeded out, and is also just eliminated
Pass by the identification code of mobile terminal 40 of personnel.Multiple identification codes of mobile terminal 40 are generated into the identification code set of mobile terminal 40, and
Using the identification code set of mobile terminal 40 as the information of mobile terminal 40, such as obtaining has multiple identification codes of mobile terminal 40,
Then memory cell is stored in after generation mobile terminal 40 identification code set IDC={ IDC1, IDC2 ... IDCm }.
Information of mobile terminal comparing unit 3 be the identification code ID C of mobile terminal 40 that will just obtain with identification code list
The identification code of mobile terminal 40 is compared one by one.
Face information comparing unit 5 is that the new identification code ID C of mobile terminal 40 occurring, then sending alarm by server 20
Signal, while the facial image F captured at that time is sent to server 20, by facial image F face characteristic and database
Face characteristic in middle list is compared.
In the case where face alignment is consistent, it is considered as people replacing mobile terminal 40 or the system of mobile terminal 40 resets and causes mobile whole
Hold 40 identification code ID C to change, then updating block 6 updates the database of server 20, the former corresponding mobile terminal 40 of the people is marked
Know code IDC and be updated to the new identification code ID C of mobile terminal 40, while the identification code list Ln after renewal is sent to video camera 10
To update the database in the memory cell, during ensuring to monitor floating population every time, the identification code list in database is all
Newest, it is to avoid because the data in list are not newest and cause the problem of monitoring malfunctions.
Face alignment is inconsistent, is considered as 30/ region of building/housing unit and new personnel occurs, that is, meeting simultaneously has new
The identification code ID C of mobile terminal 40 and the condition that occurs of new facial image F, administrative staff receive the institute of change notification unit 7
After the notice that the mobile personnel sent changes, it can be judged as that interim discrepancy personnel still newly move according to local management code
Personnel simultaneously do specific aim processing.
It is above-mentioned except standard information collecting unit 1 is completed in server 20, other can set master in video camera 10
Chip and the supporting completion of memory, identification code collector are controlled, also can be by information of mobile terminal comparing unit 3, unchanged notice
Unit 4, face information comparing unit 5, updating block 6 and change notification unit 7 can be completed in server 20.
The above-mentioned system for monitoring floating population, obtains the face of resident personnel or temporary staff during by registering
Information and the information of mobile terminal 40, when entering gateway, the face information and/or mobile terminal 40 obtained into personnel is believed
Breath, by the comparison of the information of mobile terminal 40 and face information, obtains the situation of change of floating population, will have with identity characteristic
Face, the identity card of pass associated one by one with mobile terminal 40 it is corresponding so that dynamic change and the progress of real time discriminating floating population
Effectively management, realizes that the flowing to floating population is monitored, and mobile personnel is distinguished, plays effectively management and monitors
The effect of floating population, and monitoring efficiency is high.
The above-mentioned technology contents that the present invention is only further illustrated with embodiment, in order to which reader is easier to understand, but not
Represent embodiments of the present invention and be only limitted to this, any technology done according to the present invention extends or recreated, by the present invention's
Protection.Protection scope of the present invention is defined by claims.
Claims (10)
1. the method for monitoring floating population, it is characterised in that methods described includes：
Resident population or face information, inhabitation address and the information of mobile terminal of people stayed temporarily are obtained, standard information is used as；
The facial image and information of mobile terminal for the personnel for entering gateway are obtained, sample information is used as；
Sample information is compared with standard information, judges that the information of mobile terminal in the sample information whether there is in institute
State in the information of mobile terminal in standard information；
Notified if so, then output floating population is unconverted；
If it is not, then judging that the face information in the sample information whether there is the face information in the standard information
In；
If in the presence of by face letter in the information of mobile terminal renewal standard information corresponding to face information in sample information
The corresponding information of mobile terminal of breath；
If being not present, the notice that output floating population changes.
2. the method according to claim 1 for monitoring floating population, it is characterised in that obtain resident population or stay temporarily
Face information, inhabitation address and the information of mobile terminal of population, the step of as standard information, including step in detail below：
The facial image of the resident population of collection or people stayed temporarily；
Obtain resident population or the ID card information of people stayed temporarily；
Facial image is bound with ID card information, face information is obtained；
Resident population or the mobile terminal identification code of people stayed temporarily are obtained, information of mobile terminal is used as；
Inhabitation address corresponding to face information, information of mobile terminal and resident population or people stayed temporarily is bound, obtained
Take standard information.
3. the method according to claim 2 for monitoring floating population, it is characterised in that by face information, movement eventually
Inhabitation address corresponding to client information and resident population or people stayed temporarily is bound, after the step of obtaining standard information,
Also include：
According to inhabitation address, one is each set up to each building or flat and moves in giver identification's code list, and will be described
Standard information is stored in list.
4. the method according to claim 1 for monitoring floating population, it is characterised in that obtain the people for entering gateway
The facial image and information of mobile terminal of member, the step of as sample information, including step in detail below：
The facial image for the personnel for entering gateway is caught, and its facial image is pre-processed；
Scan and collect the mobile terminal into the personnel of gateway, and scanning result is pre-processed, obtain mobile terminal
Information；
The facial image and information of mobile terminal of the personnel of gateway are integrated into, sample information is obtained.
5. the method according to claim 4 for monitoring floating population, it is characterised in that catch the people for entering gateway
The facial image of member, and the step of pre-processed to its facial image, including step in detail below：
Catch the facial image for the personnel for entering gateway；
The unitized processing of size is carried out to facial image；
Judge that the facial image whether there is multiple faces；
If it is not, the facial image after unitized processing then to be made to the facial image in sample information；
If so, then distinguishing intercepting process per capita, face image set is generated, using face image set as in sample information
Facial image.
6. the method according to claim 5 for monitoring floating population, it is characterised in that scan and collect into discrepancy
The mobile terminal of the personnel of mouth, and scanning result is pre-processed, the step of obtaining information of mobile terminal, including in detail below
Step：
The AP signals of mobile terminal are scanned, the mobile terminal identification code in AP signals is obtained；
Judge whether the mobile terminal identification obtained code is independent one；
If so, then regarding the mobile terminal identification code of acquisition as information of mobile terminal；
If it is not, then judging whether the quantity of the mobile terminal identification code obtained is more than the quantity of facial image；
If the quantity of the mobile terminal identification code obtained is more than the quantity of facial image, according to the degree of strength of AP signals, will
The most weak unnecessary mobile terminal identification code that sorts is weeded out, and enters next step, if the number of the mobile terminal identification code obtained
Amount is not more than the quantity of facial image, then is directly entered next step；
Multiple mobile terminal identifications code generation mobile terminal identification code collection is closed, and is by the mobile terminal identification code collection cooperation
Information of mobile terminal.
7. the system for monitoring floating population, it is characterised in that single including standard information collecting unit, sample information collection
Member, information of mobile terminal comparing unit, unchanged notification unit, face information comparing unit, updating block and change notification
Unit；
The standard information collecting unit, face information, inhabitation address and shifting for obtaining resident population or people stayed temporarily
Dynamic end message, is used as standard information；
The sample information collecting unit, facial image and information of mobile terminal for obtaining the personnel for entering gateway,
It is used as sample information；
The information of mobile terminal comparing unit, for sample information to be compared with standard information, judges the sample letter
Information of mobile terminal in breath is with the presence or absence of in the information of mobile terminal in the standard information；
The unchanged notification unit, for if so, then exporting the unconverted notice of floating population；
The face information comparing unit, for if it is not, then judge face information in the sample information whether there is in
In face information in the standard information；
The updating block, if in the presence of by the information of mobile terminal renewal institute corresponding to face information in sample information
State the information of mobile terminal corresponding to face information in standard information；
The change notification unit, if for being not present, the notice that output floating population changes.
8. the system according to claim 7 for monitoring floating population, it is characterised in that the standard information collection is single
Member includes man face image acquiring module, ID card information acquisition module, binding module, identification code acquisition module, binding acquisition mould
Block and List Generating Module；
The man face image acquiring module, the facial image for gathering resident population or people stayed temporarily；
The ID card information acquisition module, the ID card information for obtaining resident population or people stayed temporarily；
The binding module, for facial image to be bound with ID card information, obtains face information；
The identification code acquisition module, the mobile terminal identification code for obtaining resident population or people stayed temporarily, as mobile whole
Client information；
The binding acquisition module, for by corresponding to face information, information of mobile terminal and resident population or people stayed temporarily
Inhabitation address bound, obtain standard information；
The List Generating Module, for according to inhabitation address, each setting up one to each building or flat and moving in people
Member's identification code list, and the standard information is stored in list.
9. the system according to claim 8 for monitoring floating population, it is characterised in that the sample information collection is single
Member includes facial pretreatment module, message processing module and integrates module；
The facial pretreatment module, the facial image for catching the personnel for entering gateway, and its facial image is carried out
Pretreatment；
Described information processing module, for scanning and collecting the mobile terminal into the personnel of gateway, and enters to scanning result
Row pretreatment, obtains information of mobile terminal；
The integration module, for the facial image and information of mobile terminal of the personnel for being integrated into gateway, obtains sample
Information.
10. the system according to claim 9 for monitoring floating population, it is characterised in that the facial pretreatment mould
Block includes catching submodule, size processing submodule and face quantity judging submodule；
The seizure submodule, the facial image for catching the personnel for entering gateway；
The size handles submodule, for carrying out the unitized processing of size to facial image；
The face quantity judging submodule, for judging that the facial image whether there is multiple faces；If it is not, then will system
Facial image after one change processing makees the facial image in sample information；If so, then distinguishing intercepting process per capita, face is generated
Image collection, regard face image set as the facial image in sample information.
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