CN110533568A - A kind of public security method of servicing and its system based on dual-identity authentication - Google Patents
A kind of public security method of servicing and its system based on dual-identity authentication Download PDFInfo
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- CN110533568A CN110533568A CN201910955010.3A CN201910955010A CN110533568A CN 110533568 A CN110533568 A CN 110533568A CN 201910955010 A CN201910955010 A CN 201910955010A CN 110533568 A CN110533568 A CN 110533568A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/045—Combinations of networks
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
- G06Q50/10—Services
- G06Q50/26—Government or public services
- G06Q50/265—Personal security, identity or safety
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/10—Terrestrial scenes
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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
Abstract
The invention discloses a kind of public security method of servicing and its system based on dual-identity authentication, the method of servicing is the following steps are included: S1, the first user identification unit are used to obtain the human face photo that subordinate's user terminal uses camera to acquire in real time, the first identity information of identification；S2, second user recognition unit are used to obtain subordinate's user terminal using the human face photo of the identity card of camera acquisition, identify the second identity information；S3, identity authenticating unit compare the first identity information and whether the second identity information is consistent, if unanimously, authentication success then enters step S4；If inconsistent, step S1 is reentered；User demand information that S4, subordinate's user terminal input at convenience service interface is simultaneously sent to service terminal.The present invention carries out dual comparison certification by the first user identification unit and second user recognition unit, verifies subscriber identity information, more effectively avoids deceptive information, and then avoid unnecessary trouble, improves security performance.
Description
Technical field
The invention belongs to identity validation technology fields, and in particular to a kind of public security method of servicing based on dual-identity authentication
And its system.
Background technique
The units such as current financial mechanism, telecommunications enterprise, airport, customs are handling bank card, mobile phone card, personnel's clearance, big
When the important services item such as volume enchashment, personnel identity generally is veritified by the modes such as ID card verification and dependence artificial contrast's head portrait
Authenticity.Due to inconsistent and offender the camouflage of everyone evaluation criterion, main is the subjectivity of this verification mode
Property is big, not energetic, is not easy to be grasped by staff.So as to cause events such as the false bank card of utilization, the illegal crimes of false mobile phone card
It takes place frequently, to country, enterprise, the personal loss for causing fame and property；The recognition of face carried out in the recent period, iris, fingerprint recognition
There is certain limitation.
Summary of the invention
The public security method of servicing that in order to solve the above-mentioned technical problems, the present invention provides a kind of based on dual-identity authentication and
Its system.
In order to achieve the above object, technical scheme is as follows:
The present invention provides a kind of public security method of servicing based on dual-identity authentication, comprising the following steps:
S1, the first user identification unit are used to obtain the human face photo that subordinate's user terminal uses camera to acquire in real time, and
The first identity information of identification is compared with citizenship information；
S2, second user recognition unit are used to obtain subordinate's user terminal and are shone using the face of the identity card of camera acquisition
Piece, and the second identity information of identification is compared with citizenship information；
S3, identity authenticating unit compare the first identity information and whether the second identity information is consistent, if unanimously, authentication
Success, then trigger convenience service and enter step S4；If inconsistent, step S1 is reentered；
User demand information that S4, subordinate's user terminal input at convenience service interface is simultaneously sent to service terminal.
As a preferred option, the user demand information tool that the step S4 subordinate user terminal inputs at convenience service interface
Body is the following steps are included: S41, acquisition public security advertising information；And/or S42, input warning message；And/or S43, input traffic are disobeyed
Method handles information；And/or S44, input entry and exit handle information；And/or S45, input bank handle information；And/or it is S46, defeated
Enter airport and handles information；And/or S47, input consultation information.
As a preferred option, in the step S41 public security advertising information acquisition specifically includes the following steps:
S411, action by government video is imported into server；
S412, the weather prediction region in video is identified using the identification network based on Mask-RCNN；
S413, the weather forecast content on the same day is covered in the weather prediction region that previous step identifies；
S414, the edited video file of export, are sent to subordinate's user terminal.
As a preferred option, the identification network based on Mask-RCNN carries out the weather prediction region in video
Identification specifically includes the following steps:
S4121, feature extraction is done to image with convolutional neural networks CNN, then the advanced and low-level features of extraction is used
Input area candidate network RPN carries out candidate region suggestion after feature pyramid network FPN transformation；
S4122, binary target is done to the RPN candidate network proposed return class into candidate region, a threshold values is set
Judgement has weather prediction region or without weather prediction region；
S4123, to the weather prediction region detected, carry out coordinate refine with regression algorithm accurately to mark pixel scale
Weather prediction region frame, and generate a corresponding region Mask；
S4124, the region Mask of generation is obtained into weather prediction region by region alignment.
As a preferred option, CNN using the convolution kernel of a 3*3 does matrix dot product to picture in the step S4121,
Using multichannel capturing pictures space characteristics, CNN largely subtracts while capturing pictures provincial characteristics relative to full connected networks
Parameter is lacked.
As a preferred option, regional determination of the confidence level greater than 0.9 is to have advertisement in the step S4122.
As a preferred option, the public security service system based on dual-identity authentication that the present invention also provides a kind of, including clothes
Business device and mobile terminal, the mobile terminal include service terminal and subordinate's user terminal, and the server is for connecting service eventually
End and subordinate's user terminal include that information memory cell, the first user identification unit, second user identification are single in the server
Member, identity authenticating unit and convenience service unit,
The information memory cell is for storing citizenship information, public security advertising information and user demand information；
First user identification unit is used to obtain the human face photo that subordinate's user terminal uses camera to acquire in real time, and
The first identity information of identification is compared with citizenship information；
The second user recognition unit is used to obtain subordinate's user terminal and is shone using the face of the identity card of camera acquisition
Piece, and the second identity information of identification is compared with citizenship information；
Whether unanimously the identity authenticating unit compares the first identity information and the second identity information verifying user identity letter
Breath；
The convenience service unit is used to obtain the public security advertising information that service terminal is previously written and passes through communication connection
It is sent to subordinate's user terminal and the user demand information inputted for obtaining subordinate's user terminal at convenience service interface and leads to
It crosses communication connection and is sent to service terminal.
As a preferred option, the public security advertising information includes in action by government information, Weather information and news information
At least one.
As a preferred option, the user demand information includes warning message, traffic offence processing information, enters and leaves the border and do
Manage that information, bank handles information, information is handled on airport, at least one of consultation information.
The invention has the following advantages:
First, the present invention carries out dual comparison certification by the first user identification unit and second user recognition unit, tests
Subscriber identity information is demonstrate,proved, more effectively avoids deceptive information, and then avoid unnecessary trouble, improves security performance.
Second, the present invention is based on the feature itself and deep neural network of weather prediction region progress, use Mask-RCNN
As core network, the identification of weather prediction region is done using binary classification and transfer learning and reduces data requirements, completely
Realize accurately identifying and replacing for weather prediction region.
Detailed description of the invention
Fig. 1 is a kind of overall workflow figure of the public security method of servicing based on dual-identity authentication of the present invention.
Fig. 2 is a kind of work of the acquisition of the public security advertising information of the public security method of servicing based on dual-identity authentication of the present invention
Make flow chart.
Fig. 3 is a kind of identification net based on Mask-RCNN of the public security method of servicing based on dual-identity authentication of the present invention
The work flow diagram that network identifies the weather prediction region in video.
Fig. 4 is a kind of structural block diagram of the public security service system based on dual-identity authentication of the present invention.
Specific embodiment
The preferred embodiment that the invention will now be described in detail with reference to the accompanying drawings.
In order to reach the purpose of the present invention, as shown in Figure 1, providing a kind of base in one of embodiment of the invention
In the public security method of servicing of dual-identity authentication, comprising the following steps:
S1, the first user identification unit are used to obtain the human face photo that subordinate's user terminal uses camera to acquire in real time, and
The first identity information of identification is compared with citizenship information；
S2, second user recognition unit are used to obtain subordinate's user terminal and are shone using the face of the identity card of camera acquisition
Piece, and the second identity information of identification is compared with citizenship information；
S3, identity authenticating unit compare the first identity information and whether the second identity information is consistent, if unanimously, authentication
Success, then trigger convenience service and enter step S4；If inconsistent, step S1 is reentered；
User demand information that S4, subordinate's user terminal input at convenience service interface is simultaneously sent to service terminal.
The present invention carries out dual comparison certification by the first user identification unit and second user recognition unit, verifies user
Identity information more effectively avoids deceptive information, and then avoids unnecessary trouble, improves security performance.
Wherein, the step S4 subordinate user terminal specifically includes following in the user demand information that convenience service interface inputs
Step:
S41, public security advertising information is obtained；
S42, input warning message；
S43, input traffic offence handle information；
Information is handled in S44, input entry and exit；
S45, input bank handle information；
Information is handled on S46, input airport；
S47, input consultation information.
As shown in Fig. 2, in the step S41 public security advertising information acquisition specifically includes the following steps:
S411, action by government video is imported into server；
S412, the weather prediction region in video is identified using the identification network based on Mask-RCNN；
S413, the weather forecast content on the same day is covered in the weather prediction region that previous step identifies；
S414, the edited video file of export, are sent to subordinate's user terminal.
As shown in figure 3, the identification network based on Mask-RCNN carries out identification tool to the weather prediction region in video
Body the following steps are included:
S4121, feature extraction is done to image with convolutional neural networks CNN, then the advanced and low-level features of extraction is used
Input area candidate network RPN carries out candidate region suggestion after feature pyramid network FPN transformation；
S4122, binary target is done to the RPN candidate network proposed return class into candidate region, a threshold values is set
Judgement has weather prediction region or without weather prediction region；Wherein, regional determination of the confidence level greater than 0.9 is to have advertisement；
S4123, to the weather prediction region detected, carry out coordinate refine with regression algorithm accurately to mark pixel scale
Weather prediction region frame, and generate a corresponding region Mask；
S4124, the region Mask of generation is obtained into weather prediction region by region alignment.
The present invention is based on the feature itself and deep neural network of weather prediction region progress, use Mask-RCNN as
Core network does the identification of weather prediction region using binary classification and transfer learning and reduces data requirements, complete to realize
Weather prediction region accurately identifying and replaces.
Specifically, CNN using the convolution kernel of a 3*3 does matrix dot product to picture in the step S4121, uses multi-pass
Road capturing pictures space characteristics, CNN substantially reduce ginseng while capturing pictures provincial characteristics, relative to full connected networks
Number.
As shown in figure 4, in order to further optimize implementation result of the invention, in another embodiment of the invention
In, on the basis of foregoing teachings, the public security service system based on dual-identity authentication that the present invention also provides a kind of, including service
Device and mobile terminal, the mobile terminal include service terminal and subordinate's user terminal, and the server is for connecting service terminal
With subordinate's user terminal, include in the server information memory cell, the first user identification unit, second user recognition unit,
Identity authenticating unit and convenience service unit,
The information memory cell is for storing citizenship information, public security advertising information and user demand information；
First user identification unit is used to obtain the human face photo that subordinate's user terminal uses camera to acquire in real time, and
The first identity information of identification is compared with citizenship information；
The second user recognition unit is used to obtain subordinate's user terminal and is shone using the face of the identity card of camera acquisition
Piece, and the second identity information of identification is compared with citizenship information；
Whether unanimously the identity authenticating unit compares the first identity information and the second identity information verifying user identity letter
Breath；
The convenience service unit is used to obtain the public security advertising information that service terminal is previously written and passes through communication connection
It is sent to subordinate's user terminal and the user demand information inputted for obtaining subordinate's user terminal at convenience service interface and leads to
It crosses communication connection and is sent to service terminal.
Specifically, the public security advertising information includes action by government information, Weather information and news information.
Specifically, the user demand information include warning message, traffic offence processing information, entry and exit handle information,
Bank handles information, information is handled on airport, consultation information.
What has been described above is only a preferred embodiment of the present invention, it is noted that for those of ordinary skill in the art
For, without departing from the concept of the premise of the invention, various modifications and improvements can be made, these belong to the present invention
Protection scope.
Claims (9)
1. a kind of public security method of servicing based on dual-identity authentication, which comprises the following steps:
S1, the first user identification unit are used to obtain subordinate's user terminal and use the human face photo that acquires in real time of camera, and with public affairs
The first identity information of identification is compared in people's identity information；
S2, second user recognition unit are used to obtain subordinate's user terminal using the human face photo of the identity card of camera acquisition, and
The second identity information of identification is compared with citizenship information；
S3, identity authenticating unit compare the first identity information and the second identity information it is whether consistent, if unanimously, authentication at
Function then triggers convenience service and enters step S4；If inconsistent, step S1 is reentered；
User demand information that S4, subordinate's user terminal input at convenience service interface is simultaneously sent to service terminal.
2. the public security method of servicing according to claim 1 based on dual-identity authentication, which is characterized in that the step S4
User demand information that subordinate's user terminal inputs at convenience service interface is specifically includes the following steps: S41, obtain public security advertisement letter
Breath；And/or S42, input warning message；And/or S43, input traffic offence handle information；And/or S44, input entry and exit are done
Manage information；And/or S45, input bank handle information；And/or S46, input airport handle information；And/or S47, input consulting
Information.
3. the public security method of servicing according to claim 2 based on dual-identity authentication, which is characterized in that the step
In S41 public security advertising information acquisition specifically includes the following steps:
S411, action by government video is imported into server；
S412, the weather prediction region in video is identified using the identification network based on Mask-RCNN；
S413, the weather forecast content on the same day is covered in the weather prediction region that previous step identifies；
S414, the edited video file of export, are sent to subordinate's user terminal.
4. the public security method of servicing according to claim 3 based on dual-identity authentication, which is characterized in that described to be based on
The identification network of Mask-RCNN the weather prediction region in video is identified specifically includes the following steps:
S4121, feature extraction is done to image with convolutional neural networks CNN, then to the advanced and low-level features feature of extraction
Input area candidate network RPN carries out candidate region suggestion after pyramid network FPN transformation；
S4122, binary target is done to the RPN candidate network proposed return class into candidate region, a threshold values is set to judge
There is weather prediction region or without weather prediction region；
S4123, to the weather prediction region detected, carry out coordinate refine with regression algorithm accurately to mark the day of pixel scale
Gas forecast area frame, and generate a corresponding region Mask；
S4124, the region Mask of generation is obtained into weather prediction region by region alignment.
5. the public security method of servicing according to claim 4 based on dual-identity authentication, which is characterized in that the step
CNN does matrix dot product to picture using the convolution kernel of a 3*3 in S4121, uses multichannel capturing pictures space characteristics, CNN
While capturing pictures provincial characteristics, parameter is substantially reduced relative to full connected networks.
6. the public security method of servicing according to claim 4 based on dual-identity authentication, which is characterized in that the step
Regional determination of the confidence level greater than 0.9 is to have advertisement in S4122.
7. a kind of public security service system based on dual-identity authentication, including server and mobile terminal, which is characterized in that described
Mobile terminal includes service terminal and subordinate's user terminal, and the server is described for connecting service terminal and subordinate's user terminal
In server include information memory cell, the first user identification unit, second user recognition unit, identity authenticating unit and
Convenience service unit,
The information memory cell is for storing citizenship information, public security advertising information and user demand information；
First user identification unit is used to obtain subordinate's user terminal and uses the human face photo that acquires in real time of camera, and with public affairs
The first identity information of identification is compared in people's identity information；
The second user recognition unit is used to obtain subordinate's user terminal using the human face photo of the identity card of camera acquisition, and
The second identity information of identification is compared with citizenship information；
The identity authenticating unit compares the first identity information and whether the second identity information unanimously verifies subscriber identity information；
The convenience service unit is used to obtain the public security advertising information that service terminal is previously written and is sent by communication connection
To subordinate's user terminal and the user demand information inputted for obtaining subordinate's user terminal at convenience service interface and by logical
Letter connection is sent to service terminal.
8. the public security service system according to claim 7 based on dual-identity authentication, which is characterized in that the public security is wide
Accusing information includes at least one of action by government information, Weather information and news information.
9. the public security service system according to claim 7 based on dual-identity authentication, which is characterized in that the user needs
Ask information include warning message, traffic offence processing information, information is handled in entry and exit, bank handles information, information is handled on airport,
At least one of consultation information.
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Family
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