CN108986281A - Kinsfolk's intelligent identification system based on recognition of face - Google Patents

Kinsfolk's intelligent identification system based on recognition of face Download PDF

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Publication number
CN108986281A
CN108986281A CN201810801143.0A CN201810801143A CN108986281A CN 108986281 A CN108986281 A CN 108986281A CN 201810801143 A CN201810801143 A CN 201810801143A CN 108986281 A CN108986281 A CN 108986281A
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CN
China
Prior art keywords
face
kinsfolk
recognition
module
facial image
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN201810801143.0A
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Chinese (zh)
Inventor
王猛
孙辉
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Suzhou Automotive Research Institute of Tsinghua University
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Suzhou Automotive Research Institute of Tsinghua University
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Priority to CN201810801143.0A priority Critical patent/CN108986281A/en
Publication of CN108986281A publication Critical patent/CN108986281A/en
Pending legal-status Critical Current

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    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07CTIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C9/00Individual registration on entry or exit
    • G07C9/30Individual registration on entry or exit not involving the use of a pass
    • G07C9/32Individual registration on entry or exit not involving the use of a pass in combination with an identity check
    • G07C9/37Individual registration on entry or exit not involving the use of a pass in combination with an identity check using biometric data, e.g. fingerprints, iris scans or voice recognition
    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07CTIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C9/00Individual registration on entry or exit
    • G07C9/00174Electronically operated locks; Circuits therefor; Nonmechanical keys therefor, e.g. passive or active electrical keys or other data carriers without mechanical keys
    • G07C9/00563Electronically operated locks; Circuits therefor; Nonmechanical keys therefor, e.g. passive or active electrical keys or other data carriers without mechanical keys using personal physical data of the operator, e.g. finger prints, retinal images, voicepatterns

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  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • Human Computer Interaction (AREA)
  • Collating Specific Patterns (AREA)
  • Lock And Its Accessories (AREA)

Abstract

The invention discloses a kind of kinsfolk's intelligent identification system based on recognition of face, including image capture module, human face detection and tracing module, interactive module, communication module and door-locking system, the communication module is connect with user terminal communication, and the processing step of human face detection and tracing module includes: to carry out In vivo detection to the facial image of acquisition;It will be compared, compared successfully with the facial image prestored by the facial image of In vivo detection, control door-locking system is unlocked, and is otherwise failure to actuate;When being more than threshold value by mode opening door lock system outside recognition of face or door-locking system stress, by communication module and user terminal communication, and alarm.Safety, high efficiency, convenience and the intelligence of kinsfolk's certification can be improved; increase the protective underlayer logic that late into the night mode and physical key are unlocked; situation complicated and changeable is dealt with convenient for user, increases safety in utilization, the domestic environment safety of significant increase subscriber household.

Description

Kinsfolk's intelligent identification system based on recognition of face
Technical field
The present invention relates to security industries and field of artificial intelligence, more particularly to a kind of family based on recognition of face Member's intelligent identification system.
Background technique
Kinsfolk's certification always safety-security area pays close attention to task.Traditional kinsfolk's authentication method is to pass through The matched method of physical key-door lock makes to be certified the permission that people's acquisition enters household internal space;The shortcomings that this method is Kinsfolk needs to carry physical key, and physical key is not only inconvenient to carry, but also is easy to forget or lose, and gives family Member causes adverse effect in a short time;Utilization is even stolen by criminal, family's personal safety and safety of property is caused to lose;With The development of information technology, had already appeared the trend for abandoning this kinsfolk's authentication mode.Family based on recognition of face Member's intelligent identification system carries out safety certification using living body feature, and conventional entity key-door lock can be overcome to lack completely It falls into, kinsfolk is made to obtain, intelligence more convenient into the process of family's permission.
The existing intelligent door lock system based on recognition of face mostly only has recognition of face unlocking function, and practicability is poor, It is unable to cope with situation complicated and changeable.
Summary of the invention
In order to solve above-mentioned technical problem, kinsfolk's intelligence based on recognition of face that the present invention provides a kind of Verification System improves safety, high efficiency, convenience and the intelligence of kinsfolk's certification, increases late into the night mode and entity key The protective underlayer logic that spoon is unlocked deals with situation complicated and changeable convenient for user, increases safety in utilization, significant increase subscriber household Domestic environment safety.
The technical scheme is that
A kind of kinsfolk's intelligent identification system based on recognition of face, including image capture module, human face detection and tracing mould Block, interactive module, communication module and door-locking system, the communication module are connect with user terminal communication, human face detection and tracing The processing step of module includes: to carry out In vivo detection to the facial image of acquisition;It will be by the facial image of In vivo detection and in advance The facial image deposited is compared, and compares successfully, and control door-locking system is unlocked, and is otherwise failure to actuate;
When being more than threshold value by mode opening door lock system outside recognition of face or door-locking system stress, pass through communication module With user terminal communication, and alarm.
In preferred technical solution, the judgement of operating mode is carried out before In vivo detection, when being in late into the night operating mode, Compare successfully or compare unsuccessfully is more than when setting number, to pass through communication module and user terminal communication;Unsuccessfully it is more than when comparing When setting number, alarm.
In preferred technical solution, if current time is in the late night hours section of setting, late into the night operating mode is opened.
In preferred technical solution, the role of different kinsfolks is arranged different permissions, including operating right or Person's communication authority.
In preferred technical solution, the user terminal is equipped with management APP, for receiving information and sending instruction, pipe Reason and access user authentication log.
Kinsfolk's intelligent authentication method based on recognition of face that the invention also discloses a kind of, comprising the following steps:
Different operating modes is set according to current time;
When being in normal mode of operation, facial image is acquired, In vivo detection is carried out to the facial image of acquisition;Living body will be passed through The facial image of detection is compared with the facial image prestored, compares successfully, and control door-locking system is unlocked, and is otherwise failure to actuate;
When being in late into the night operating mode, comparing successfully or compare unsuccessfully is more than by communication module and to use when setting number The communication of family terminal;When comparing unsuccessfully is more than to set number, alarm;
When being more than threshold value by mode opening door lock system outside recognition of face or door-locking system stress, pass through communication module With user terminal communication, and alarm.
In preferred technical solution, the role of different kinsfolks is arranged different permissions, including operating right or Person's communication authority.
Compared with prior art, the invention has the advantages that
1, the trouble that family's program carries physical key is eliminated on the whole, due to being authenticated using biological characteristic, is eliminated Key loss, it is stolen the problems such as bring negative hidden danger, safe and efficient, convenient and intelligent experience is brought to user.
2, very big to increase system safety in utilization using In vivo detection module, it prevents non-using photo or video Method obtains access entitlements.
3, using infrared supplementary lighting module, the system work feasibility under subdued light conditions (corridor or night) is effectively increased, The intelligence system is set to be in 24 hours working conditions;
4, using High Precision Automatic zoom fish-eye camera, field range is big, solves the figure for being certified personnel of different heights As acquisition problems, and there is autonomous selectivity in the case where there is more people certification in acquisition zone.
5, increase the protective underlayer logic that late into the night mode and physical key are unlocked, deal with situation complicated and changeable convenient for user, Increase safety in utilization, the domestic environment safety of significant increase subscriber household.
6, increase communication module and user mobile phone terminal APP, receive abnormal conditions data, real time inspection man convenient for user Front yard door safety state and related personnel register one's residence situation.
Detailed description of the invention
The invention will be further described with reference to the accompanying drawings and embodiments:
Fig. 1 is that the present invention is based on the module of software and hardware of kinsfolk's intelligent identification system of recognition of face compositions to scheme;
Fig. 2 is that the present invention is based on the user's registration flow charts of kinsfolk's intelligent identification system of recognition of face;
Fig. 3 is that the present invention is based on the users of kinsfolk's intelligent identification system of recognition of face to use work flow diagram.
Specific embodiment
In order to make the objectives, technical solutions and advantages of the present invention clearer, With reference to embodiment and join According to attached drawing, the present invention is described in more detail.It should be understood that these descriptions are merely illustrative, and it is not intended to limit this hair Bright range.In addition, in the following description, descriptions of well-known structures and technologies are omitted, to avoid this is unnecessarily obscured The concept of invention.
Embodiment:
With reference to the accompanying drawing, presently preferred embodiments of the present invention is described further.
As shown in Figure 1, a kind of kinsfolk's intelligent identification system based on recognition of face, hardware configuration include high-precision from Dynamic zoom fish-eye camera, infrared light compensating apparatus, the mechanism for installing camera, user interaction device (including are shown inside and outside family Screen, voice broadcast equipment, finger-impu system etc. inside and outside family), power supply mechanism, storage equipment, matched special door lock and Trigger the torquer, late into the night suggestion device, outdoor warning device of door-lock opening.
Software function module includes image capture module, the supplementary lighting module of subdued light conditions, In vivo detection module, Face datection With identification module, be certified personnel's face and name display module, communication module, alarm control module and user terminal (hand Machine, IPAD etc.) using APP etc..
Using high-precision face recognition algorithms and the 1:N alignment schemes based on sample bottom library.As shown in Fig. 2, legal family In the front yard member registration stage, the facial image of all kinsfolks is input to system bottom library and stored by user, as registered , with enter family's permission legal kinsfolk, everyone input facial image number can for multiple, angle can also Think different pitch angle or side face;Can different personnel (kinsfolk) be arranged with different permissions if necessary (as less Year, children were set as low rights, and householder or adult are set as high permission;Or certain members be arranged to have can mobile phone end End receives the permission of message).
Claim to input as shown in figure 3, each competent person can carry out certification name by input keyboard, it, can if authenticating successfully Personnel are broadcasted;When the system works, it is placed in the state outdoors of monitoring in just outdoors camera 24 hours, when there are personnel to come It visits, prompt person enters Image Acquisition state, and acquisition obtains visiting personnel face image data.
In the recognition of face stage, In vivo detection function is first turned on, detecting the identified personnel read by camera is just Normal living body personnel and non-photograph or video;Face identification functions are then turned on, the facial image that will acquire and have been stored in bottom Personnel's image in library with lawful authority compares, while real-time display indoors, outdoor is certified personnel's head portrait, sentences Whether disconnected visiting personnel is competent person, finally decides whether the main entrance for turning on into family;Legal person in this way, then at family Interior, outdoor to be broadcasted by voice announcer, the starting of system moment of resistance device function acts on door lock, opens door lock, personnel It normally enters;Such as it is judged as illegal member, then torquer does not generate effect, makes prompt to the personnel of being certified, next to carry out Walk work.
The comprehensive blink used in In vivo detection is shaken the head, infrared temperature sense light many index, judges that open air is certified Personnel belong to living body personnel and non-photograph or video, substantially increase the safety that the system uses.
Under the conditions of low light condition (in corridor or moment at night), using infrared light according to the acquisition for increasing the personnel that are verified Light intensity effectively solves the adaptability problem of system under low light condition, the intelligence system is made to be in 24 hours working conditions.
High-precision camera increases the accuracy and reliability of system work, and autozoom camera can in real time, accurately Face to be identified is captured, and helps to improve the autonomous choosing of the intelligent identification system in the case where image acquisition areas there are multiple faces Selecting property;Fish-eye camera can be realized shooting in a wide range of without dead angle, both enormously simplify the complexity of camera installing mechanism Property, but can kinsfolk (between such as adult and children) to different heights there is very strong adaptability.
The present invention increases the protective underlayer logic that late into the night mode and physical key are unlocked: late into the night mode needs user to open, And define late night hours section (such as 22:00 point to morning 06:00), when late into the night mode works, when being certified personnel in late night hours Section authenticates successfully, and kinsfolk can receive prompting by late into the night suggestion device, to judge the personnel's that will enter household internal Situation;When the personnel that are certified are in the multiple authentification failure of late night hours section, kinsfolk can receive prompting by late into the night suggestion device, Outdoor warning device can sound an alarm simultaneously.To cope with situation complicated and changeable, system increases user to be made in legal situation With the function of underlying physical key unlocking, and using the relay protective scheme with high security, when the personnel that are certified are without legal hand Section closes face identification functions and directly enters family using physical key and even enter family by violent means destruction door lock When, user mobile phone terminal APP will receive alert message, while outdoor warning device can issue strong alarm.
Mobile phone terminal with corresponding authority is bound, when intelligence system judgement be abnormal situation, will be in real time to hand Machine terminal APP sends message, to notify to have the user of corresponding authority;Mobile phone terminal APP can consult system success simultaneously Personnel diary of registering one's residence brings safe and efficient, convenient and intelligent experience to user convenient for user management and update.
It should be understood that above-mentioned specific embodiment of the invention is used only for exemplary illustration or explains of the invention Principle, but not to limit the present invention.Therefore, that is done without departing from the spirit and scope of the present invention is any Modification, equivalent replacement, improvement etc., should all be included in the protection scope of the present invention.In addition, appended claims purport of the present invention Covering the whole variations fallen into attached claim scope and boundary or this range and the equivalent form on boundary and is repairing Change example.

Claims (7)

1. a kind of kinsfolk's intelligent identification system based on recognition of face, including image capture module, human face detection and tracing Module, interactive module, communication module and door-locking system, which is characterized in that the communication module is connect with user terminal communication, people The processing step of face detection and identification module includes: to carry out In vivo detection to the facial image of acquisition;In vivo detection will be passed through Facial image is compared with the facial image prestored, compares successfully, and control door-locking system is unlocked, and is otherwise failure to actuate;
When being more than threshold value by mode opening door lock system outside recognition of face or door-locking system stress, pass through communication module With user terminal communication, and alarm.
2. kinsfolk's intelligent identification system according to claim 1 based on recognition of face, which is characterized in that in living body The judgement that operating mode is carried out before detection, when being in late into the night operating mode, comparing successfully or comparing unsuccessfully is more than setting time When number, pass through communication module and user terminal communication;When comparing unsuccessfully is more than to set number, alarm.
3. kinsfolk's intelligent identification system according to claim 2 based on recognition of face, which is characterized in that if current When time is in the late night hours section of setting, late into the night operating mode is opened.
4. kinsfolk's intelligent identification system according to claim 1 based on recognition of face, which is characterized in that difference The role of kinsfolk different permissions, including operating right or communication authority are set.
5. kinsfolk's intelligent identification system according to claim 1 based on recognition of face, which is characterized in that the use Family terminal is equipped with management APP, for receiving information and sending instruction, manages and consult user authentication log.
6. a kind of kinsfolk's intelligent authentication method based on recognition of face, which comprises the following steps:
Different operating modes is set according to current time;
When being in normal mode of operation, facial image is acquired, In vivo detection is carried out to the facial image of acquisition;Living body will be passed through The facial image of detection is compared with the facial image prestored, compares successfully, and control door-locking system is unlocked, and is otherwise failure to actuate;
When being in late into the night operating mode, comparing successfully or compare unsuccessfully is more than by communication module and to use when setting number The communication of family terminal;When comparing unsuccessfully is more than to set number, alarm;
When being more than threshold value by mode opening door lock system outside recognition of face or door-locking system stress, pass through communication module With user terminal communication, and alarm.
7. kinsfolk's intelligent authentication method according to claim 6 based on recognition of face, which is characterized in that difference The role of kinsfolk different permissions, including operating right or communication authority are set.
CN201810801143.0A 2018-07-20 2018-07-20 Kinsfolk's intelligent identification system based on recognition of face Pending CN108986281A (en)

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Cited By (6)

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Publication number Priority date Publication date Assignee Title
CN110245480A (en) * 2019-05-06 2019-09-17 特斯联(北京)科技有限公司 A kind of wired home personnel management methods and system based on recognition of face
CN110412885A (en) * 2019-08-30 2019-11-05 北京青岳科技有限公司 A kind of household intelligent control system based on computer vision
CN110929557A (en) * 2019-09-25 2020-03-27 四川大学锦城学院 Intelligent security method, system and processing device based on in-vivo detection
CN111466929A (en) * 2020-04-09 2020-07-31 西南政法大学 Violent mental disorder patient prevention system based on risk level judgment
CN114360183A (en) * 2021-12-29 2022-04-15 慧之安信息技术股份有限公司 Automatic alarm method and device based on deep learning
CN116311714A (en) * 2023-04-24 2023-06-23 深圳市锦锐科技股份有限公司 Method and system for preventing false alarm of intelligent door lock

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Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110245480A (en) * 2019-05-06 2019-09-17 特斯联(北京)科技有限公司 A kind of wired home personnel management methods and system based on recognition of face
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CN116311714A (en) * 2023-04-24 2023-06-23 深圳市锦锐科技股份有限公司 Method and system for preventing false alarm of intelligent door lock

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