CN105046789A - Specific facial identity-based face identification access control system and implementation method - Google Patents
Specific facial identity-based face identification access control system and implementation method Download PDFInfo
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Abstract
The invention discloses a specific facial identity-based face identification access control system and an implementation method, belonging to the technical scope of safety management. The access control system comprises image acquisition equipment used for shooting a face picture or video of a person about to enter an access control position, an access control acquisition terminal used for inputting a facial feature code by the person about to enter the access control position, and a back-stage management end being a common PC (personal computer) or an industrial computer; the image acquisition equipment, the access control acquisition terminal and the back-stage management end realize communication by means of a transmission network or a wired transmission way. The implementation method is characterized in that personnel facial feature identities are adopted to mark face photos of managed objects, one face photo can be quickly retrieved by inputting the corresponding code and is compared with the face photo shot on site to be verified, a security and protection base front-line unit is helped to perform access control management, and the condition in the past that an unimaginable million-level huge-number photo library needs to be compared is changed into the reality that a feature identity (or code) is retrieved for one to one comparing on site.
Description
Technical field
The invention belongs to the technological innovation in a kind of Identification of Images comparison and public security prevention and control field, its application technology means solve the problem that the recognition accuracy of current face's gate control system is not high, retrieval has error, have positive realistic meaning to people's livelihood work such as the management of reinforcement community policy and the generations of prevention public order incident.
Background technology
Along with socioeconomic development, Urbanization Construction speed is accelerated, urban residential quarters security protection is more and more subject to the attention of governments at all levels, gate control system market product as community security and guard technology link is also multifarious, and all Product Validation modes have face, fingerprint, password, ID card, electric lock, warning, door magnetic and the hybrid verification patterns such as switch of coming in and going out.But these also bring inconvenience to owner while offering convenience to community security protection, and the expenditure cost of the thing industries such as ID card also increases.For existing face identification system, although have the advantages that security is good, but owing to using the alignments of photo (video) comparison film (video), not only hardware investment is large, and identify that operation time is longer, particularly when looks change (such as restyle the hair, add and wear glasses) greatly time, resolution is just lower, cause recognition system inefficiency, particularly this defect of peak period on and off duty is more obvious, often cause and block up, exacerbate employee to the dislike of this system and refusal psychology.
Summary of the invention
The object of the invention is to provide a kind of face recognition door control system based on facial specific identifier and implementation method, to improve the recognition efficiency of face identification system.
Specifically, based on the face recognition door control system of facial specific identifier, it comprises:
Human image collecting equipment, and this human image collecting equipment is for taking facial photo or the video of the people for entering gate inhibition;
Gate inhibition's acquisition terminal, and this gate inhibition's acquisition terminal is used for for inputting facial feature code for the people entering gate inhibition;
Back-stage management end, and this back-stage management end is common PC or industrial machine, embedding data storehouse in back-stage management end simultaneously, the face feature photo of all management objects of the gate control system that prestores in this database or video, and face feature photo or video have marked its facial characteristics code simultaneously, and described facial characteristics code is divided into public identities code and privately owned authentication code, public identities code is according to resident or the on-site public information establishment of employee; Privately owned authentication code is worked out by this resident or employee's private property coding, personal information or concrete post;
Described human image collecting equipment, gate inhibition's acquisition terminal and back-stage management end realize communication by transmission network or wire transmission mode.
The implementation method of the described face recognition door control system based on facial specific identifier, it realizes in accordance with the following steps:
(1), Database: the personnel's facial characteristics code needed by gate control system prepared in advance, facial characteristics code is divided into public identities code and privately owned authentication code, described facial characteristics code is divided into public identities code and privately owned authentication code, and public identities code is according to resident or the on-site public information establishment of employee; Privately owned authentication code is worked out by this resident or employee's private property coding, personal information or concrete post; Shooting needs personnel's mug shot by gate control system or video, then the facial characteristics code woven and photo or video is set up one-to-one relationship, namely can transfer photo or video by this code;
(2), the personnel that enter input privately owned authentication code in facial feature code at gate inhibition's acquisition terminal, and system retrieves facial portrait photo or the video of this discrepancy personnel from door control terminal or background data base according to code;
(3), the human image collecting equipment collection of system support enters portrait video data or the photo of personnel, and the portrait photo corresponding with the facial characteristics of the particular code that door control terminal background data base retrieves or video are compared and verified in real time;
(4), system will identify that comparison verifies result feedback to gate inhibition's acquisition terminal actuating doors access control system: during comparison success, gate inhibition's acquisition terminal is to electromagnetic lock enabling signal, and gate control system is granted these personnel and entered; During comparison failure, gate inhibition's acquisition terminal does not give electromagnetism institute enabling signal, and gate control system is forbidden these personnel to enter.
Public identities code, according to resident or the establishment of employee's on-site public information, such as carries out layout according to inhabitation area under one's jurisdiction, residential quarter or unit address, department successively; Privately owned authentication code is worked out by this resident or employee's private property coding, personal information or concrete post.
For resident, privately owned authentication code is encoded by this resident's private property and personal relations are worked out, and encodes respectively to householder and other kinsfolks with other kinsfolks and householder's relation.
Under networking real-time online comparison operational mode, for the unmatched human face photo information of verification comparison, back-stage management end in real time and cell monitoring room, public security net types of databases to network comparison, immediately comparison result feedback is supplied to on-the-spot security personnel or staff, if feedback result is suspicion personnel or a suspect, the unit that on-the-spot security personnel or staff can rush for the generation of comparison event immediately carries out on-the-spot identity secondary-confirmation, can inform that area under one's jurisdiction local police station disposes if desired.
Application technology means of the present invention solve the problem that the recognition accuracy of current all kinds of gate control system is not high, retrieval has error, innovatively propose the new face recognition door control system based on facial specific identifier investigating fully and prove on basis, and then innovate and promote community security protection face real name authentication demand, improve the efficiency of management of social management department further.The present invention proposes to utilize existing gate control system video acquisition end to capture human face photo information, and face information specific identifier (or code) that is real-time and systemic presupposition carries out comparison in real time one to one, add the accuracy identifying comparison, both the difficult problem solved community face gate control system real-name authentication inefficiency, performing practically no function, again for owner decreases life and O&M cost.The present invention has face information and portrait specific identifier automatic comparison, efficiency and accuracy high, stops after the match or reduce public place potential safety hazard and system integration installation cost in the Men Jin city that current fish eyes mixes.
Advantage and feature based on the face recognition door control system of facial specific identifier:
1, support pin hole shooting, infrared shooting, the multiple acquisition modes such as video camera crawl, not by the impact of extraneous light, no matter be under high light or also can effectively identify in the dark;
2, systemic presupposition facial characteristics mark (or code) has the features such as unique, irreplaceable
3, on-the-spot face information of capturing identify with default facial characteristics in real time and automatically retrieves comparison and confirm;
4, contrast conting similarity is one to one implemented in real time, on-the-spot feedback comparison result;
5, support multiple format picture file, as BMP, JPEG, PDF, PNG etc., between portrait photo two, be not less than 80 pixels; Photo size: 10KB-100KB;
6, on-the-spot testing (non-online) and real-time online comparison (networking) is supported.
7, senior gate function (different time sections is opened the door, and many people open the door, and machine of tearing open is reported to the police, and Men Wei shuts warning, and door is illegally opened warning, and door open button inputs, and have Line Doorbell interface, a guard reports output, coerces warning etc.) is supported.
Accompanying drawing explanation
Fig. 1 is fundamental diagram of the present invention.
Fig. 2 is the face recognition door control system workflow block diagram based on facial specific identifier.
Fig. 3 is present system pie graph.
Embodiment
The gate control system market product that the present invention is directed to community security and guard technology link is multifarious, the present situation that level is uneven, in conjunction with public security security protection Identification of Images comparison business demand, rely on the face recognition algorithms of industry-leading, adopt advanced dynamic local Signature Analysis Techique, in conjunction with network, database, the technology such as Distributed Calculation, realize the comparison one to one of face Information Monitoring in gate control system and systemic presupposition facial characteristics code fast, help one line unit (residential quarter, security protection basis, key unit, incorporated business etc.) field carries out entrance guard management, and the magnanimity photo library comparison demand of unthinkable for past millions is become and transfers the reality that signature identification (or code) carries out on-the-spot comparison one to one.The difficult problem that namely native system solves community face gate control system real-name authentication inefficiency, performs practically no function, again for owner decreases life and O&M cost.
Present system is made up of human image collecting equipment, gate inhibition's acquisition terminal, transmission network, back-stage management end and other gate inhibition's auxiliary facilities.Wherein human image collecting equipment is including but not limited to pinhole cameras, thermal camera, ball machine (whole world or hemisphere) etc.; Gate inhibition's acquisition terminal is including but not limited to password panel (key panel) etc.; Transmission network is online wire transmission; Back-stage management end can select common PC or industrial machine and other auxiliary facilities.
The present invention realizes the comparison one to one of face Information Monitoring and systemic presupposition facial characteristics code according to following four steps, and implementation step is:
(1), system pre-sets unit (residential quarter, key unit, incorporated business etc.) discrepancy unit personnel facial characteristics mark (or code), and presets other characteristic informations (personal information such as age bracket, place floor) with this relating to persons;
(2), the personnel that enter input facial signature identification (or code) at gate inhibition's acquisition terminal, and system retrieves the facial characteristics (portrait photo) of this discrepancy personnel from door control terminal or background data base according to mark (or code);
(3), the human image collecting equipment collection of system support enters the portrait video data (or photo) of personnel, and in real time and the facial characteristics (portrait photo) of specific identifier (or code) that goes out of door control terminal (or backstage) database retrieval compare and verify;
(4), system will identify that comparison verifies result feedback to gate inhibition's acquisition terminal: comparison success (one to one comparison) gate inhibition acquisition terminal is to electromagnetism institute enabling signal, and gate control system is granted these personnel and entered; Comparison failure (one to one comparison) gate inhibition acquisition terminal does not give electromagnetism institute enabling signal, and gate control system is forbidden these personnel to enter;
Core of the present invention is the human face photo (video) that employing personnel facial characteristics mark (or code) carrys out annotation management object; transfer human face photo (video) fast by input code to confirm with on-the-spot human face photo (video) comparison of absorbing; as long as therefore give human face photo (video) particular number with management object in advance; and input this numbering by gate inhibition and transfer the method that human face photo (video) and on-the-spot human face photo (video) comparison of absorbing confirm and all belong to protection scope of the present invention, be not limited to following exemplified coding method.Such as in the gate control system of unit to staff's benefits, just simple to the coding of management object, as adopted department's numbering as common characteristics, job number or position are encoded just simply too much as private facial characteristics.
For the gate control system of a certain community, certain resident is provided to the preparation method of facial characteristics code below, principle of work and the concrete implementation of class of other field are same, describe no longer one by one at this.
Suppose that owner Zhang San lives building 3 unit 12nd floors No. 02 rooms, No. 5th, * * * * community, Jintai District, Baoji, Shaanxi province city, identify (or code) according to personnel's facial characteristics of system now to work out specification and work out, owner goes to property central data, register individual face features information, property center carries out layout signature identification (or code) according to system specifications to the face information gathered, this establishment specification is divided into public identities (or code) and privately owned mark (or code), when gate inhibition verifies, owner need input individual privately owned mark (or code) and can complete Inspection, public identities (or code) as property or public security organ management public identities (or code) without the need to input, owner's layout is specific as follows in real time:
Public facial characteristics mark (or code) establishment: Zhang San lives in * * * * community, Jintai District, Baoji, Shaanxi province city
The first step: the Layout Standard that public mark (or code) coding in inhabitation area under one's jurisdiction can refer to I.D. carries out: Jintai District, Baoji, Shaanxi province city is 610302;
Second step: mark (or code) coding of residential area can by the prefabricated pattern of system (also can carry out according to the community examination & approval order of housing bureau), if the number that housing bureau gives * * * * community is 009, the mark (or code) that namely in native system, * * * * community is public is: 610302009;
Privately owned facial characteristics mark (or code) establishment: householder Zhang San lives in No. 5 building 3 unit 12nd floors No. 02 rooms
The first step: privately owned mark (or code) coding of No. 5 building 3 unit 12nd floors No. 02 rooms carries out according to system Layout Standard: 05031202;
Second step: the privately owned mark of individual facial characteristics (or code) coding of householder Zhang San is 01 according to system row specification, its total privately owned mark (or code) 0503120201;
3rd step: personal information order (or according to law order) that the privately owned mark of individual facial characteristics (or code) coding of Zhang San kinsfolk provides according to Zhang San carries out layout, Zhang San spouse is 0503120202, eldest son 0503120203, second son 0503120203, father 0503120204, and mother 0503120205, and father-in-law 0503120206, mother-in-law 0503120207,
Enforcement of the present invention is that example is described now with residential quarter, and principle of work and the concrete implementation of class of other field are same, describe no longer one by one at this.
In step (1): community owner buys house, according to system owner facial characteristics mark (or code) Layout Standard, establishment mark (or code) is registered one by one to kinsfolk's face information;
In step (2): any kinsfolk of community owner goes home, oneself is done reserved facial characteristics mark (or code) arranged at residential property correctly input, system retrieves facial characteristics (portrait photo) information of this discrepancy personnel from door control terminal or background data base according to the mark (or code) of input immediately;
Such as: for owner wife Zhang San of No. 5 building 3 unit 12nd floors No. 02 rooms, * * * * community, Jintai District, Baoji, Shaanxi province city of living, wife Zhang San inputs the privately owned mark of individual facial characteristics (or code) 0503120202 in gate control system, and system retrieves the facial characteristics human face photo of wife's Zhang San registration at once.
In step (3): after step (2) starts enforcement, the integrated human image collecting equipment of gate control system gathers the portrait video data (or photo) of this owner, and in real time and the facial characteristics (portrait photo) of this owner's specific identifier (or code) retrieved in step (2) compare and verify;
In step (4): after step (3) has been implemented, system will identify that comparison verifies result feedback to gate inhibition's acquisition terminal, and comparison success gate control system is granted this owner and entered; Comparison failure does not then allow this owner to enter;
In step (5): as this community belongs to real-time online (networking) comparison operational mode, for the unmatched human face photo information of verification comparison, back-stage management end network with cell monitoring room, public security net types of databases in real time comparison, immediately comparison result feedback is supplied to scene and ensures public security or staff.If feedback result is suspicion personnel (or a suspects), the unit that on-the-spot security personnel or staff can rush for the generation of comparison event immediately carries out on-the-spot identity secondary-confirmation, can inform that area under one's jurisdiction local police station disposes if desired.
The present invention can carry out on-the-spot Identification of Images comparison confirmation needing the major fields of entrance guard management, this system according to public security industry to the business demand of human face photo comparison can collection in worksite human face photo information or directly read access public security network regulation get relevant information, carry out discrepancys personnel identity fast and differentiate and confirmation.
Under the layout of facial characteristics mark (or code) runs, the present invention supports that photo contrasts sheet, video flowing according to sheet, video flowing than various ways such as video flowings.Can be implemented on LAN (Local Area Network), the inner private network of public security, Internet and carry out photo comparison and identity validation.
This system supports field verification (non-online) operational mode, can not dock the information of carrying out comparison with public security Database Systems, has good mobility and deployable easily.Simultaneously, this system also supports the online comparison operational mode in real time with public security Database Systems, the accuracy of comparison can be improved further, and to public security organ's immediate feedback and portrait comparison can be provided for information about, strengthen Crime prevention and control system to the accuracy of personal management, and can with public security backstage types of databases (national fugitive personnel storehouse, previous conviction personnel storehouse, the whole nation, permanent resident population storehouse, the whole nation, human pilot storehouse, the whole nation, flowing people stayed temporarily storehouse, the whole nation, drug addict storehouse, the whole nation, Oversea travelers storehouse, the whole nation, wander away population storehouse in the whole nation, involving explosives personnel storehouse, the whole nation, mental disease personnel storehouse, the whole nation, wrong path personnel storehouse, the whole nation etc.) system docking, real-time and all kinds of identification system in the whole nation is compared, immediately ensure public security in the scene that fed back to by comparison result and staff disposes timely and accurately in advance.
The difficult problem that this system had both solved community face gate control system real-name authentication inefficiency, performed practically no function, again for owner decreases life and O&M cost.The present invention has face information and portrait specific identifier automatic comparison, efficiency and accuracy high, stops after the match or reduce public place potential safety hazard and system integration installation cost in the Men Jin city that current fish eyes mixes.
The present invention be also suitable for other need face authentication and portrait comparison major fields or place, such as other public places such as airport, railway station, coach station, hotel, apartment etc.
Claims (5)
1., based on the face recognition door control system of facial specific identifier, it is characterized in that comprising:
Human image collecting equipment, and this human image collecting equipment is for taking facial photo or the video of the people for entering gate inhibition;
Gate inhibition's acquisition terminal, and this gate inhibition's acquisition terminal is used for for inputting facial feature code for the people entering gate inhibition;
Back-stage management end, and this back-stage management end is common PC or industrial machine, embedding data storehouse in back-stage management end simultaneously, the face feature photo of all management objects of the gate control system that prestores in this database or video, and face feature photo or video have marked its facial characteristics code simultaneously, and described facial characteristics code is divided into public identities code and privately owned authentication code, public identities code is according to resident or the on-site public information establishment of employee; Privately owned authentication code is worked out by this resident or employee's private property coding, personal information or concrete post;
Described human image collecting equipment, gate inhibition's acquisition terminal and back-stage management end realize communication by transmission network or wire transmission mode.
2. the implementation method of the face recognition door control system based on facial specific identifier according to claim 1, is characterized in that realizing in accordance with the following steps:
(1), Database: the personnel's facial characteristics code needed by gate control system prepared in advance, facial characteristics code is divided into public identities code and privately owned authentication code, described facial characteristics code is divided into public identities code and privately owned authentication code, and public identities code is according to resident or the on-site public information establishment of employee; Privately owned authentication code is worked out by this resident or employee's private property coding, personal information or concrete post; Shooting needs personnel's mug shot by gate control system or video, then the facial characteristics code woven and photo or video is set up one-to-one relationship, namely can transfer photo or video by this code;
(2), the personnel that enter input privately owned authentication code in facial feature code at gate inhibition's acquisition terminal, and system retrieves facial portrait photo or the video of this discrepancy personnel from door control terminal or background data base according to code;
(3), the human image collecting equipment collection of system support enters portrait video data or the photo of personnel, and the portrait photo corresponding with the facial characteristics of the particular code that door control terminal background data base retrieves or video are compared and verified in real time;
(4), system will identify that comparison verifies result feedback to gate inhibition's acquisition terminal actuating doors access control system: during comparison success, gate inhibition's acquisition terminal is to electromagnetic lock enabling signal, and gate control system is granted these personnel and entered; During comparison failure, gate inhibition's acquisition terminal does not give electromagnetism institute enabling signal, and gate control system is forbidden these personnel to enter.
3. method according to claim 2, is characterized in that public identities code is according to resident or the establishment of employee's on-site public information, such as carries out layout according to inhabitation area under one's jurisdiction, residential quarter or unit address, department successively; Privately owned authentication code is worked out by this resident or employee's private property coding, personal information or concrete post.
4. method according to claim 3, is characterized in that privately owned authentication code is encoded by this resident's private property and personal relations are worked out, and encodes respectively to householder and other kinsfolks with other kinsfolks and householder's relation.
5. method according to claim 2, it is characterized in that under networking real-time online comparison operational mode, for the unmatched human face photo information of verification comparison, back-stage management end in real time and cell monitoring room, public security net types of databases to network comparison, immediately comparison result feedback is supplied to on-the-spot security personnel or staff, if feedback result is suspicion personnel or a suspect, the unit that on-the-spot security personnel or staff can rush for the generation of comparison event immediately carries out on-the-spot identity secondary-confirmation, can inform that area under one's jurisdiction local police station disposes if desired.
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| CN105956731A (en) * | 2016-04-18 | 2016-09-21 | 佛山市高明区高科中小企业技术服务中心 | Enterprise personnel supervision method and enterprise personnel supervision system |
| CN106228658A (en) * | 2016-08-08 | 2016-12-14 | 合肥泰好乐电子科技有限公司 | A kind of intelligent caller gate control system |
| CN106339676A (en) * | 2016-08-22 | 2017-01-18 | 湖南联信科技有限公司 | Face authentication and face recognition method |
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| CN108307150A (en) * | 2017-12-29 | 2018-07-20 | 安徽博诺思信息科技有限公司 | A kind of visualized presence monitoring system and method having personnel's management and control function |
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| CN107256520A (en) * | 2017-05-22 | 2017-10-17 | 河南机电高等专科学校 | A kind of intelligent hotel management device |
| CN108307150A (en) * | 2017-12-29 | 2018-07-20 | 安徽博诺思信息科技有限公司 | A kind of visualized presence monitoring system and method having personnel's management and control function |
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| CN109410401A (en) * | 2018-11-08 | 2019-03-01 | 重庆惠家通信息技术有限公司 | Recognition of face access control system suitable for wisdom cell |
| CN110136311A (en) * | 2019-05-21 | 2019-08-16 | 渭南师范学院 | A kind of face identification monitoring device |
| CN112800886A (en) * | 2021-01-16 | 2021-05-14 | 江苏霆善科技有限公司 | Face recognition system and method based on machine vision |
| CN112800886B (en) * | 2021-01-16 | 2021-09-10 | 江苏霆善科技有限公司 | Face recognition system and method based on machine vision |
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