CN109145551A - A kind of method and apparatus of quick verification residential identity - Google Patents
A kind of method and apparatus of quick verification residential identity Download PDFInfo
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- CN109145551A CN109145551A CN201810681905.8A CN201810681905A CN109145551A CN 109145551 A CN109145551 A CN 109145551A CN 201810681905 A CN201810681905 A CN 201810681905A CN 109145551 A CN109145551 A CN 109145551A
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- 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
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Abstract
The present invention provides a kind of method for quickly verifying residential identity, has the following steps are included: S1: obtaining resident identity information by connection identity information library；S2: the bi upsilonmarker information of user is acquired；S3: the information related to user on network is obtained by Internet of Things；S4: the obtained information of combining step S1, S2, S3 compares and analyzes, to judge whether user information is consistent.The present invention provides a kind of quick verification mechanism of residential identity, it may be implemented to combine with Internet of Things, big data and biological acquisition technique rapidly and efficiently to be checked resident identity information, than the prior art only with identity database and biology acquisition match compared with, gained information is more acurrate and more efficient.
Description
Technical field
The present invention relates to a kind of methods for verifying identity information, more particularly, to a kind of method for quickly verifying residential identity
And device.
Background technique
Resident identification card is unique certificate for proving holder's identity, mostly gives public affairs by various countries or district government's distribution
The people.It is by the proof tool as everyone unique citizenship.Identity card is to handle most of item institutes in life
The certificate needed is handling many regular things because identity card covers the most of personal information of a people
In, it can all consider whether the personnel for verifying pending director coincide with its held ID card information, to avoid event is acted as fraudulent substitute for a person
Generation, damage the interests of the actual persons of ID card information.It is so important just because of identity card and the consistency of its holder,
Just quick check and verifying identity information seem to be even more important.
In the prior art, generally by the mode manually verified, that is, verifying personnel pass through with the naked eye artificial contrast's identity
The appearance of photo and accredited personnel on card is verified.The shortcomings that this method is that the identical rate of verifying is not high, and imitates
Rate is also relatively low.
In nearest new technology, such as the application of Publication No. CN106503519A, subject matter are a kind of " body
The method that part is verified ".The invention in such a way that electronic data comparison combines, improves accuracy rate and verifies and imitates using manually
Rate.The method that the invention uses is as follows: acquisition subscriber identity information；Acquire user biological identification information；By it is above-mentioned with before its
The corresponding information that he acquires at the moment is compared；User's authenticity is judged according to comparison result.The shortcomings that the method, is as follows: 1) by
In being directly connected with identity information library, if identity information library updates not in time, verification result may will fail or malfunction；2) it adopts
Collection user biological identification information is also possible to malfunction or untrue.
Therefore, the present inventor proposes a kind of method that residential identity is quickly verified by research.
Summary of the invention
The technical issues of in order to solve the prior art, the present invention provide a kind of quick verification mechanism of residential identity, can be with
It realizes and is combined with Internet of Things, big data and biological acquisition technique rapidly and efficiently to be checked resident identity information.
To realize above-mentioned technological merit, the present invention adopts the following technical scheme:
A kind of method of quick verification residential identity, comprising the following steps:
S1: resident identity information is obtained by connection identity information library；
S2: the bi upsilonmarker information of user is acquired；
S3: the information related to user on network is obtained by Internet of Things；
S4: reading identity card information, wherein ID card information includes the front and back sides photo of identity card；
S5: the obtained information of combining step S1, S2, S3, S4 compares and analyzes, with judge user information whether one
It causes.
A kind of improvement as above-mentioned technical proposal, wherein step S1 further comprises:
Using the JDBC connection identity information library in Java, target identity information is searched for by way of inquiry.
A kind of improvement as above-mentioned technical proposal, wherein step S2 further comprises:
The bi upsilonmarker information of user is acquired by acquisition module, bi upsilonmarker information includes fingerprint and facial characteristics letter
Breath.
A kind of improvement as above-mentioned technical proposal, wherein step S3 further comprises: it is obtained by Internet of Things from network
Various disclosed information, the disclosed information includes consumption information and action message.
A kind of improvement as above-mentioned technical proposal, wherein step S4 further comprises: according to obtained by step S1-S3
Use of information judgment module come judge user accredited part and he or she information it is whether consistent, if unanimously, defaulting continuation
Execute other items；If inconsistent, audio alert prompt occurs.
A kind of device of the method using above-mentioned quick verification residential identity, comprising:
Identity information acquisition module, for obtaining resident identity information by connection identity information library；
Biomarker acquisition module, for acquiring the bi upsilonmarker information of user, bi upsilonmarker information includes fingerprint and face
Portion's characteristic information；
Information acquisition of Internet of things module, for by Internet of Things obtain network on information related to user, it is described with
User related information includes consumption information and action message；
Read module is used for reading identity card information, and wherein ID card information includes the front and back sides photo of identity card；
Judgment module, for identity information acquisition module, biomarker acquisition module and information acquisition of Internet of things will to be passed through
The information that module obtains.
The present invention provides a kind of computer readable storage medium, is stored thereon with computer instruction, and the instruction is by processor
It realizes when execution such as the step of above-mentioned method.
Technical effect:
The present invention provides a kind of quick verification mechanism of residential identity, may be implemented to adopt with Internet of Things, big data and biology
Collection technology combines rapidly and efficiently to be checked resident identity information, than only adopting with identity database and biology for the prior art
Collection, which matches, to be compared, and gained information is more acurrate and more efficient.
Detailed description of the invention
It will be obtained more fully from the detailed description of the embodiment below with reference to attached drawing with other advantages and features below
Understand, attached drawing must be considered in illustrative and non-limiting mode, in which:
Fig. 1 is the flow chart according to a kind of quick verification mechanism of residential identity of one embodiment of the invention；
Fig. 2 is the structure chart of the device of quick verification residential identity according to the present invention.
Specific embodiment
It is carried out below with reference to technical effect of the embodiment and attached drawing to design of the invention, specific structure and generation clear
Chu, complete description, to be completely understood by the purpose of the present invention, scheme and effect.It should be noted that the case where not conflicting
Under, the features in the embodiments and the embodiments of the present application can be combined with each other.
It should be appreciated that the embodiment of the present invention can be by computer hardware, the combination of hardware and software or by depositing
The computer instruction in non-transitory computer-readable memory is stored up to be effected or carried out.Standard volume can be used in the method
Journey technology-includes that the non-transitory computer-readable storage media configured with computer program is realized in computer program,
In configured in this way storage medium make computer operated in a manner of specific and is predefined-according to describing in a particular embodiment
Method and attached drawing.Each program can be realized with the programming language of level process or object-oriented with logical with computer system
Letter.However, if desired, the program can be realized with compilation or machine language.Under any circumstance, the language can be compiling or
The language of explanation.In addition, the program can be run on the specific integrated circuit of programming for this purpose.
Further, this method can be realized in being operably coupled to suitable any kind of computing platform, including
But it is not limited to PC, mini-computer, main frame, work station, network or distributed computing environment, individual or integrated
It computer platform or is communicated with charged particle tool or other imaging devices etc..Each aspect of the present invention can be with storage
No matter machine readable code on non-transitory storage medium or equipment is moveable or is integrated to calculate and put down to realize
Platform, such as hard disk, optically read and/or write-in storage medium, RAM, ROM, so that it can be read by programmable calculator, when depositing
Storage media or equipment can be used for configuration and operation computer to execute process described herein when being read by computer.In addition,
Machine readable code, or part thereof can be transmitted by wired or wireless network.When such media include in conjunction with microprocessor or
When other data processors realize the instruction or program of steps described above, invention as described herein includes that these and other are different
The non-transitory computer-readable storage media of type.When methods and techniques according to the present invention programming, the present invention is also
Including computer itself.
Computer program can be applied to input data to execute function as described herein, to convert input data with life
At storing to the output data of nonvolatile memory.Output information can also be applied to one or more output equipments as shown
Device.In the preferred embodiment of the invention, the data of conversion indicate physics and tangible object, including the object generated on display
Reason and the particular visual of physical objects are described.
The technical scheme is that doing some necessary explanations to new technology now based on premised on existing new technology
With explanation.
Internet of Things is passed by information such as radio frequency identification (RFID), infrared inductor, global positioning system, laser scanners
Feel equipment.Internet of Things is referred to as the third wave of world information industry after computer, internet.According to American Studies
Mechanism Forrester predicts that industrial value brought by Internet of Things will be 30 times bigger than internet, and Internet of Things will become next ten thousand
The information industry business of hundred million yuan of ranks.
Internet of Things framework can be divided into three layers: sensing layer, network layer and application layer.Sensing layer is made of various sensors, packet
Include the perception terminals such as Temperature Humidity Sensor, two-dimension code label, RFID tag and reader, camera, infrared ray, GPS.Sensing layer
It is Internet of Things identification object, the source for acquiring information.Network layer is by various networks, including internet, Broadcasting Cable Network, Network Management Department
The composition such as system and cloud computing platform, is the maincenter of entire Internet of Things, is responsible for the information transmitted and processing sensing layer obtains.Application layer
It is Internet of Things and the interface of user, it realizes the intelligent use of Internet of Things in conjunction with industry requirement.
It is compared with traditional internet, the feature that Internet of Things has it distinct.
Firstly, it is the extensive use of various cognition technologies.The multiple types sensor of magnanimity is deployed on Internet of Things, often
A sensor is all an information source, the information content that different classes of sensor is captured and information format difference.Sensor
The data of acquisition have real-time, by the acquisition environmental information of certain frequency periodicity, constantly update data.
Secondly, it is a kind of Ubiquitous Network established on the internet.The important foundation and core of technology of Internet of things are still
It is internet, by various wired and wireless networks and the Internet converged, the information of object is real-time and accurately passed.?
The information of sensor timing acquiring on Internet of Things needs, since its quantity is extremely huge, to form magnanimity by network transmission
Information, in transmission process, in order to ensure the correctness and timeliness of data, it is necessary to adapt to various heterogeneous networks and agreement.
In addition, Internet of Things not only provides only the connection of sensor, itself also has the ability of Intelligent treatment, can be right
Object implements intelligent control.Internet of Things combines sensor and Intelligent treatment, utilizes the various intelligence such as cloud computing, pattern-recognition
Technology expands its application field.Significant data are analyzed, process and handled out from the massive information that sensor obtains, with
The different demands for adapting to different user, find new application field and application model.
In addition, the Spirit Essence of Internet of Things, which is to provide, is not limited to any occasion, the application scenarios of any time and user
Freely interact, it rely on cloud service platform and interconnection embedded processing software, weaken technological color, strengthen and user
Between good interaction, more preferably user experience, more timely data collection and analysis suggestion, work and life more freely,
It is the physical support towards Intelligent life.
Internet of Things is on the basis of computer internet, and using technologies such as RFID, wireless data communication, construction one covers
" the Internet of Things " of all things in unparalleled boundary.In this network, article (commodity) can carry out " handing over each other
Stream ", the intervention without people.Its essence is radio frequency automatic identification (RFID) technologies of utilization, realize object by computer internet
The interconnection of the automatic identification and information of product (commodity) and shared.
And RFID, it can exactly allow a kind of technology of article " lifting up one's voice ".In the conception of " Internet of Things ", RFID tag
In store specification and with interoperability information, by wireless data communication network their automatic collections to central information system
System, the identification of realization article (commodity), and then information exchange is realized by open computer network and is shared, it realizes to object
" transparent " management of product.
Therefore, the technical scheme is that on the basis of Internet of Things, Internet of Things is connected to by the relevant technologies interface
On, to realize the various information for obtaining user.For example, the event that some time has dinner in somewhere, is participated in some public arena
Meeting or activity, or what athletic competition participated in, anyway as long as in open internet either by public video recording system
All help to judge that the information of the identity of user can be collected to its evaluation etc. by the event of typing or online friend
Object.
Big data (big data), refer to can not be captured within certain time with conventional software tool, manage and
The data acquisition system of processing is to need new tupe that could have stronger decision edge, see clearly discovery power and process optimization ability
Magnanimity, high growth rate and diversified information assets.
Technical solution of the present invention for convenience of description provides following several embodiments for becoming apparent from and legibly understands this hair
Bright technical solution.
As shown in FIG. 1, FIG. 1 is a kind of processes of the quick verification mechanism of residential identity of an embodiment according to the present invention
Figure.Specifically, a kind of method for quickly verifying residential identity provided by the invention, comprising the following steps:
S1: resident identity information is obtained by connection identity information library；
S2: the bi upsilonmarker information of user is acquired；
S3: the information related to user on network is obtained by Internet of Things；
S4: reading identity card information, wherein ID card information includes the front and back sides photo of identity card；
S5: the obtained information of combining step S1, S2, S3, S4 compares and analyzes, with judge user information whether one
It causes, wherein obtained information includes resident identity information, the network information related with user and bi upsilonmarker information.
In the present embodiment, technical solution of the present invention obtains resident identity information by connection identity information library, then
The bi upsilonmarker information (such as facial information, fingerprint and red film information) of user is acquired, and is obtained on network by Internet of Things
Information related to user, the consistency of the information for the certificate that finally in summary information obtained and user are held again come into
Row judge the authenticity of user, is whether the user reaches the testimony of a witness with its accredited part of institute and unify.
In this embodiment, it is preferred that wherein step S1 further comprises: utilizing the JDBC connection identity information in Java
Target identity information is searched for by way of inquiry in library.The JDBC in a connection identity information library is write using Java language
Interface is connected through to identity information library, by input user one or more identification informations of accredited part inquire use
The information at family.The accredited part information of institute includes name, address, gender, date of birth, nationality, licence issuing authority etc..For example, can lead to
It crosses input name and carrys out query-related information, if there is the event of multiple identical names to occur, then may require that and input in addition
One or more information further screen inquiry.
In this embodiment, it is preferred that, wherein step S2 further comprises: the biology of user is acquired by acquisition module
Mark information, bi upsilonmarker information include the information such as fingerprint, iris and facial characteristics.For example, user places a finger on acquisition mould
The setting position of block, finger print are collected and send to memory and stored.If it is the iris of acquisition user, then only need
It wants user to open eyes and is directed at acquisition module, the eyes by scanning user obtain the iris data of user.And collection surface
The method of portion's characteristic information and the Method type of acquisition iris, herein no longer more narrations.In this embodiment, it is preferred that, wherein
Step S3 further comprises: obtaining various disclosed information from network by Internet of Things, the disclosed information includes consumption letter
Breath and action message.Present Internet of Things envelope everything, if can in by network identified object, interconnection can be connected into
Net.Just because of this reason, various all information related to user can be obtained by Internet of Things, such as public
The information such as the article of daily life information, job information, learning information, exchange or the outdoor activities information or even user opened.
In this embodiment, it is preferred that, wherein step S4 further comprises: according to the obtained information benefit of step S1-S3
Judged with judgment module user accredited part and he or she information it is whether consistent, if unanimously, default continues to execute other
Item；If inconsistent, warning note, wherein warning note may include audio alert, music alarm or it is other have it is ear-piercing
Audible alarm etc..The obtained user information of combining step S1-S3, by judgment module come with user accredited part information phase
It compares, to determine whether user matches or consistent with an institute accredited part, to judge that user is that the legitimate holder of certificate uses
Family or illegal user.If consistent, then prove user be accredited part lawful owner, it is on the contrary then prove that user is institute
The illegal owner of accredited part.
As shown in Fig. 2, Fig. 2 is the device of quick verification residential identity according to the present invention.The present invention, which also provides one kind, to be made
With the device of the method for above-mentioned quick verification residential identity, specifically include:
Identity information acquisition module, for obtaining resident identity information by connection identity information library；
Biomarker acquisition module, for acquiring the bi upsilonmarker information of user, bi upsilonmarker information includes fingerprint and face
Portion's characteristic information；
Information acquisition of Internet of things module, for by Internet of Things obtain network on information related to user, it is described with
User related information includes consumption information and action message；
Read module is used for reading identity card information, and wherein ID card information includes the front and back sides photo of identity card；
Judgment module, for identity information acquisition module, biomarker acquisition module and information acquisition of Internet of things will to be passed through
The information that module obtains.
In this embodiment, it is preferred that wherein identity information acquisition module includes first memory, the first output end of information
With information first input end.
In this embodiment, it is preferred that wherein biomarker acquisition module includes second memory, information second output terminal
With the second input terminal of information.
In this embodiment, it is preferred that wherein information acquisition of Internet of things module includes third memory, the output of information third
End and information third input terminal.
In the present embodiment,
Technical solution of the present invention also includes a kind of computer readable storage medium, is stored thereon with computer instruction, should
It realizes when instruction is executed by processor such as the step of above-mentioned method.
It should be appreciated that embodiments herein can be by computer hardware, the combination of hardware and software or by depositing
The computer instruction in non-transitory computer-readable memory is stored up to be effected or carried out.Standard volume can be used in the method
Journey technology-includes that the non-transitory computer-readable storage media configured with computer program is realized in computer program,
In configured in this way storage medium computer is operated in a manner of specific and is predefined --- according in a particular embodiment
The method and attached drawing of description.Each program can with the programming language of level process or object-oriented come realize with department of computer science
System communication.However, if desired, the program can be realized with compilation or machine language.Under any circumstance, which can be volume
The language translated or explained.In addition, the program can be run on the specific integrated circuit of programming for this purpose.
Although the description of the present application is quite detailed and especially several embodiments are described, it is not
Any of these details or embodiment or any specific embodiments are intended to be limited to, but should be considered as is by reference to appended
A possibility that claim provides broad sense in view of the prior art for these claims explanation, to effectively cover the application
Preset range.In addition, the application is described with inventor's foreseeable embodiment above, its purpose is to be provided with
Description, and those equivalent modifications that the application can be still represented to the unsubstantiality change of the application still unforeseen at present.
Claims (7)
1. a kind of method for quickly verifying residential identity, which comprises the following steps:
S1: resident identity information is obtained by connection identity information library；
S2: acquiring the bi upsilonmarker information of user, and wherein bi upsilonmarker information includes fingerprint and face feature information；
S3: the information related to user on network is obtained by Internet of Things, described and user related information includes consumption information
And action message；
S4: reading identity card information, wherein ID card information includes the front and back sides photo of identity card；
S5: the obtained information of combining step S1, S2, S3, S4 compares and analyzes, to judge whether user information is consistent.
2. the method for quick verification residential identity according to claim 1, which is characterized in that step S1 further comprises:
Using the JDBC connection identity information library in Java, target identity information is searched for by way of inquiry.
3. the method for quick verification residential identity according to claim 1, which is characterized in that step S2 further comprises:
The bi upsilonmarker information of user is acquired by acquisition equipment, the bi upsilonmarker information includes that fingerprint, red film and face are special
At least one of reference breath.
4. the method for quick verification residential identity according to claim 1, which is characterized in that step S3 further comprises:
Various disclosed information are obtained by Internet of Things, the disclosed information includes consumption information and action message.
5. the method for quick verification residential identity according to claim 1, which is characterized in that step S4 further comprises:
Judged according to the obtained use of information judgment module of step S1-S4 user accredited part and he or she information whether one
It causes, if unanimously, default continues to execute other items；If inconsistent, audio alert prompt occurs.
6. a kind of device for quickly verifying residential identity characterized by comprising
Identity information acquisition module, for obtaining resident identity information by connection identity information library；
Biomarker acquisition module, for acquiring the bi upsilonmarker information of user, wherein bi upsilonmarker information includes fingerprint and face
Portion's characteristic information；
Information acquisition of Internet of things module, for obtaining the information related to user on network, described and user by Internet of Things
Relevant information includes consumption information and action message；
Read module is used for reading identity card information, and wherein ID card information includes the front and back sides photo of identity card；
Judgment module, for identity information acquisition module, biomarker acquisition module and information acquisition of Internet of things module will to be passed through
The information of acquisition.
7. a kind of computer readable storage medium, is stored thereon with computer instruction, it is characterised in that the instruction is held by processor
The step of method according to any one of claims 1 to 5 is realized when row.
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| Application Number | Priority Date | Filing Date | Title |
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| CN201810681905.8A CN109145551A (en) | 2018-06-27 | 2018-06-27 | A kind of method and apparatus of quick verification residential identity |
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| Application Number | Priority Date | Filing Date | Title |
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| CN201810681905.8A CN109145551A (en) | 2018-06-27 | 2018-06-27 | A kind of method and apparatus of quick verification residential identity |
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| CN201810681905.8A Pending CN109145551A (en) | 2018-06-27 | 2018-06-27 | A kind of method and apparatus of quick verification residential identity |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111651743A (en) * | 2020-06-08 | 2020-09-11 | 皖西学院 | Identity recognition and positioning system based on Internet of things |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1460962A (en) * | 2002-05-20 | 2003-12-10 | 美国光撷科技有限公司 | Systm and method of checking biological identity |
| CN102722696A (en) * | 2012-05-16 | 2012-10-10 | 西安电子科技大学 | Identity authentication method of identity card and holder based on multi-biological characteristics |
| CN103226703A (en) * | 2013-05-11 | 2013-07-31 | 青岛科技大学 | Identity authentication and management system based on biological feature identification technology |
| CN106027470A (en) * | 2016-01-21 | 2016-10-12 | 李明 | Identity card reading terminal and cloud authentication platform authentication method and system |
-
2018
- 2018-06-27 CN CN201810681905.8A patent/CN109145551A/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1460962A (en) * | 2002-05-20 | 2003-12-10 | 美国光撷科技有限公司 | Systm and method of checking biological identity |
| CN102722696A (en) * | 2012-05-16 | 2012-10-10 | 西安电子科技大学 | Identity authentication method of identity card and holder based on multi-biological characteristics |
| CN103226703A (en) * | 2013-05-11 | 2013-07-31 | 青岛科技大学 | Identity authentication and management system based on biological feature identification technology |
| CN106027470A (en) * | 2016-01-21 | 2016-10-12 | 李明 | Identity card reading terminal and cloud authentication platform authentication method and system |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111651743A (en) * | 2020-06-08 | 2020-09-11 | 皖西学院 | Identity recognition and positioning system based on Internet of things |
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