CN111680044A - Method for realizing mobile terminal mac address real name by combining face recognition technology - Google Patents
Method for realizing mobile terminal mac address real name by combining face recognition technology Download PDFInfo
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- CN111680044A CN111680044A CN202010532658.2A CN202010532658A CN111680044A CN 111680044 A CN111680044 A CN 111680044A CN 202010532658 A CN202010532658 A CN 202010532658A CN 111680044 A CN111680044 A CN 111680044A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/22—Indexing; Data structures therefor; Storage structures
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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
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/161—Detection; Localisation; Normalisation
- G06V40/166—Detection; Localisation; Normalisation using acquisition arrangements
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L12/00—Data switching networks
- H04L12/28—Data switching networks characterised by path configuration, e.g. LAN [Local Area Networks] or WAN [Wide Area Networks]
- H04L12/46—Interconnection of networks
- H04L12/4641—Virtual LANs, VLANs, e.g. virtual private networks [VPN]
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L2101/00—Indexing scheme associated with group H04L61/00
- H04L2101/60—Types of network addresses
- H04L2101/618—Details of network addresses
- H04L2101/622—Layer-2 addresses, e.g. medium access control [MAC] addresses
Abstract
The invention discloses a method for realizing the real name of a mac address of a mobile terminal by combining a face recognition technology, which comprises the following control steps: s10), when a person passes through a certain data acquisition point, the wireless data sniffing front end acquires a wireless terminal feature code, and simultaneously, the face snapshot camera acquires a face shot picture of the person passing through; s20), the wireless terminal feature codes and the corresponding face recognition structured data are stored in an associated mode; s30), when the person passes another data acquisition point, screening to obtain the same wireless terminal feature code; s40), the same wireless terminal feature codes obtained in the step S30) are transmitted to a wireless terminal feature code real name library for associated storage, and the mobile terminal mac address real name is completed; the invention realizes high-precision, convenient and sensitive real-name association of the mobile terminal feature codes by combining a wireless data sniffing acquisition technology with a face recognition technology and then performing mutual authentication algorithm on the associated storage data of different acquisition places.
Description
Technical Field
The invention belongs to the field of building safe cities, and relates to a method for realizing the real name of a mac address of a mobile terminal by combining a face recognition technology.
Background
With the rapid development of informatization, the adoption of wireless networks for communication becomes an indispensable important part of daily life of people, and the convenience of the daily life of people is greatly improved by the people through the wireless networks. On the other hand, the problem of network security also arises, and in order to improve the level of network security management, the public security department issues a message "notification about organization of establishment of public wireless internet access public security management system in public places" to national public security departments on day 14/3/2015, and requires each level of public security departments to actively perform the construction work of the public wireless internet access public security management system in public places within the scope of each jurisdiction, and by installing a wireless data sniffing system in a key area, the collection of the feature codes (WiFiMac, bluetooth Mac) of personnel mobile terminals in the domain is increased. The public security management and control system for wireless internet access in public places provides powerful technical support for the scientific and technological police of the public security department by taking the acquisition, collection, storage and application of the mobile equipment service data in the social plane as the basis and referring to the modes of system classification, big data analysis and equipment classification and deployment.
However, the public security management and control system for wireless internet access in public places also has many defects, which are mainly reflected in that: 1. the acquired wireless data cannot be associated by real names, so that a large amount of waste data is generated; the data can only be applied to people flow analysis and the management of the trajectory of the people already put in storage. 2. The collected suspect signatures can be applied to actual combat only through a large amount of manual investigation and evidence obtaining verification, thereby consuming a large amount of human resources and delaying the case detection time.
Therefore, the applicant hopes to research and develop a method for realizing the real name of the mac address of the mobile terminal by using the related technical scheme.
Disclosure of Invention
In view of the above, the present invention provides a method for implementing a mobile terminal mac address real name by combining a face recognition technology, which implements high-precision, convenient and sensitive mobile terminal feature code real name association by combining a wireless data sniffing acquisition technology with a face recognition technology and then performing a mutual authentication algorithm on associated storage data of different acquisition locations.
The technical scheme adopted by the invention is as follows:
a method for realizing the real name of a mac address of a mobile terminal by combining a face recognition technology adopts a wireless data sniffing system and a face recognition system, wherein the wireless data sniffing system comprises a wireless data sniffing front end and a wireless data platform which are in bidirectional communication connection, the face recognition system comprises a face snapshot camera and a face comparison platform which are in bidirectional communication connection, and the wireless data sniffing system and the face recognition system adopt the same time service server;
the method comprises the following steps of dividing a plurality of target people flow monitoring areas to be respectively used as data acquisition points, and respectively installing a wireless data sniffing front end and a face snapshot camera at each data acquisition point, wherein the method comprises the following control steps:
s10), when a person passes through a certain data acquisition point, the wireless data sniffing front end at the data acquisition point acquires a wireless terminal feature code and uploads the wireless terminal feature code to a wireless data platform, and meanwhile, a face snapshot camera at the data acquisition point acquires a face shot picture of the person passing through and uploads the face shot picture to a face comparison platform for recognition to obtain face recognition structured data;
s20), the wireless terminal feature codes collected in the front and back interval time periods of the face snapshot camera and the corresponding face recognition structured data are stored in an associated mode;
s30), when the person passes another data acquisition point, the associated storage data obtained in the steps S10) and S20) are compared with the associated storage data obtained in the corresponding data acquisition point in the step S20), and the same wireless terminal feature code associated with the person face recognition structured data is obtained through screening;
s40), the same wireless terminal feature code obtained in the step S30) is transmitted to a wireless terminal feature code real name library for associated storage, and the mobile terminal mac address real name is completed.
Preferably, step S50) is further included after step S40), data acquisition is performed on the same person at different data acquisition points, the related stored data of the person at all the data acquisition points are compared, the same wireless terminal feature code related to the person face recognition structured data is obtained through screening, and the wireless terminal feature code real-name library in step S40) is automatically updated in real time, so that the accuracy and the convenient sensitivity of the wireless terminal feature code real-name library are improved.
Preferably, in the step S20), the interval time of the interval time period is 0.5 to 2 seconds.
Preferably, the interval time is 1 second.
Preferably, the target people flow monitoring area comprises a building entrance and/or a city sidewalk.
Preferably, said building access comprises an access to a community and/or a mall and/or a supermarket and/or an institution and/or a school and/or a hospital and/or a station.
Preferably, the association storage is executed through an association data server and an association data storage, the association data server is simultaneously in bidirectional communication connection with the wireless data platform and the face comparison platform, and the association data server is in bidirectional data communication connection with the association data storage.
Preferably, the face comparison platform is provided with a face base library and a face comparison server which can be updated in real time, and the face comparison server compares and identifies the received face shot picture based on the face base library to obtain the face identification structured data.
Preferably, the wireless data sniffing front end and the face snapshot camera at each data acquisition point are in communication connection with the face snapshot camera and the face comparison platform through a VPN network respectively.
It should be particularly noted that the wireless data sniffing acquisition technology and the face recognition technology related to the present application both belong to the common general knowledge of technicians in the field, the wireless data sniffing acquisition technology has been widely applied to the wireless internet access public security management and control system, and the face recognition has also been widely applied to the daily life of people; the wireless data sniffing acquisition technology mainly refers to the steps of capturing and analyzing information from communication in a wireless network, and finally obtaining a mac address; the mac address of the present application is all called english: media Access Control Address, meaning: the characteristic code is used as the unique marking information of the network card in the network; the face recognition technology is a biological recognition technology for carrying out identity recognition based on face feature codes of people, and mainly comprises a series of related technologies, namely face recognition and face recognition, wherein a camera or a camera is used for collecting images or video streams containing faces, the faces are automatically detected and tracked in the images, and then the faces of the detected faces are recognized.
The method and the device have the advantages that the wireless data sniffing acquisition technology and the face recognition technology are used as technical bases, the wireless data sniffing acquisition technology and the face recognition technology are creatively combined and applied, the same wireless terminal feature codes associated with face recognition structured data are obtained by screening through mutual authentication algorithm on associated storage data of different acquisition places, the same wireless terminal feature codes are used as storage data of a wireless terminal feature code real name library, and high-precision, convenient and sensitive mobile terminal feature code real name association can be realized; the invention also provides a method for automatically updating the data of the wireless terminal characteristic code real-name library in real time quickly, conveniently and automatically by carrying out data acquisition on the same person at different data acquisition points and comparing the associated stored data of the person at all the data acquisition points, and the system gradually improves the credibility of the wireless terminal characteristic code real-name library along with the accumulation increase of the data acquisition amount of a plurality of data acquisition points, thereby providing a big data technical guarantee for public security, security control, criminal investigation and social comprehensive treatment.
Drawings
FIG. 1 is a block diagram of the steps of a method for implementing a real name of a mac address of a mobile terminal by combining a face recognition technology according to an embodiment of the present invention;
FIG. 2 is a schematic diagram of a module connection structure of a system used in an embodiment of the present invention;
fig. 3 is a flow chart of the control logic of fig. 2.
Detailed Description
The embodiment of the invention discloses a method for realizing the real name of a mac address of a mobile terminal by combining a face recognition technology, which adopts a wireless data sniffing system and a face recognition system, wherein the wireless data sniffing system comprises a wireless data sniffing front end and a wireless data platform which are in bidirectional communication connection, the face recognition system comprises a face snapshot camera and a face comparison platform which are in bidirectional communication connection, and the wireless data sniffing system and the face recognition system adopt the same time service server;
the method comprises the following steps of dividing a plurality of target people flow monitoring areas to be respectively used as data acquisition points, and respectively installing a wireless data sniffing front end and a face snapshot camera at each data acquisition point, wherein the method comprises the following control steps:
s10), when a person passes through a certain data acquisition point, the wireless data sniffing front end at the data acquisition point acquires a wireless terminal feature code and uploads the wireless terminal feature code to a wireless data platform, and meanwhile, a face snapshot camera at the data acquisition point acquires a face shot picture of the person passing through and uploads the face shot picture to a face comparison platform for recognition to obtain face recognition structured data;
s20), the wireless terminal feature codes collected in the front and back interval time periods of the face snapshot camera and the corresponding face recognition structured data are stored in an associated mode;
s30), when the person passes another data acquisition point, the associated storage data obtained in the steps S10) and S20) are compared with the associated storage data obtained in the corresponding data acquisition point in the step S20), and the same wireless terminal feature code associated with the person face recognition structured data is obtained through screening;
s40), the same wireless terminal feature code obtained in the step S30) is transmitted to a wireless terminal feature code real name library for associated storage, and the mobile terminal mac address real name is completed.
In order to make those skilled in the art better understand the technical solution of the present invention, the technical solution in the embodiment of the present invention will be clearly and completely described below with reference to the drawings in the embodiment of the present invention, and it is obvious that the described embodiment is only a part of the embodiment of the present invention, and not all embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Referring to fig. 1, 2 and 3, a method for realizing a mac address real name of a mobile terminal by combining a face recognition technology adopts a wireless data sniffing system and a face recognition system, the wireless data sniffing system comprises a wireless data sniffing front end and a wireless data platform which are in bidirectional communication connection, the face recognition system comprises a face snapshot camera and a face comparison platform which are in bidirectional communication connection, and the wireless data sniffing system and the face recognition system adopt the same time service server;
preferably, in this embodiment, the face comparison platform is provided with a face base library and a face comparison server that can be updated in real time, and the face comparison server performs comparison and identification on a received face shot picture based on the face base library to obtain face identification structured data;
preferably, in the present embodiment, the target people flow monitoring area includes a building entrance and a city sidewalk, where the building entrance includes an entrance of a community, a mall, a supermarket, a department, a school, a hospital, and a station;
the method comprises the following steps that a wireless data sniffing front end and a face snapshot camera are respectively installed at each data acquisition point, and preferably, the wireless data sniffing front end and the face snapshot camera at each data acquisition point are respectively in communication connection with the face snapshot camera and a face comparison platform through a VPN network; when in operation, the method comprises the following control steps:
s10), when a person passes through the data acquisition point A, the wireless data sniffing front end at the data acquisition point A acquires a wireless terminal feature code and uploads the wireless terminal feature code to a wireless data platform, and meanwhile, the face snapshot camera at the data acquisition point A acquires a face shot picture of the person passing through and uploads the face shot picture to a face comparison platform for recognition to obtain face recognition structured data;
s20), the wireless terminal feature codes collected in the front and back interval time periods of the face snapshot camera and the corresponding face recognition structured data are stored in an associated mode; preferably, in the present step S20), the interval time of the interval period is 0.5 to 2 seconds; particularly preferably, in the present step S20), the interval time is set to 1 second; preferably, in this step S20), the association storage is performed by an association data server and an association data storage, the association data server is connected with the wireless data platform and the face comparison platform in bidirectional communication, and the association data server is connected with the association data storage in bidirectional data communication;
s30), when the person passes through the data acquisition point B, the associated storage data obtained in the steps S10) and S20) are compared with the associated storage data obtained in the data acquisition point A in the step S20), and the same wireless terminal feature code associated with the person face recognition structured data is obtained through screening;
s40), the same wireless terminal feature codes obtained in the step S30) are transmitted to a wireless terminal feature code real name library for associated storage, and the mobile terminal mac address real name is completed;
step S50), data acquisition is carried out on the same person at different data acquisition points, the related stored data of the person at all the data acquisition points are compared, the same wireless terminal feature codes related to the person face recognition structured data are obtained through screening, the wireless terminal feature codes are used for automatically updating the wireless terminal feature code real-name library in the step S40) in real time, and the accuracy and the convenient sensitivity of the wireless terminal feature code real-name library are improved.
In the embodiment, a wireless data sniffing acquisition technology and a face recognition technology are used as technical bases, the wireless data sniffing acquisition technology and the face recognition technology are creatively combined and applied, the same wireless terminal feature codes associated with face recognition structured data are obtained by screening through mutual authentication algorithm on associated storage data of different acquisition places, and the same wireless terminal feature codes are used as storage data of a wireless terminal feature code real name library, so that high-precision, convenient and sensitive mobile terminal feature code real name association can be realized; the embodiment also provides that data acquisition is carried out on different data acquisition points by the same personnel, and the correlation storage data of the personnel at all the data acquisition points is compared, so that the data of the wireless terminal characteristic code real-name library can be automatically updated in real time rapidly and conveniently, and along with the accumulation increase of the data acquisition quantity of a plurality of data acquisition points, the reliability of the wireless terminal characteristic code real-name library is gradually improved by the system, and a big data technical guarantee is provided for public security, security control, criminal investigation and social comprehensive treatment.
It will be evident to those skilled in the art that the invention is not limited to the details of the foregoing illustrative embodiments, and that the present invention may be embodied in other specific forms without departing from the spirit or essential attributes thereof. The present embodiments are therefore to be considered in all respects as illustrative and not restrictive, the scope of the invention being indicated by the appended claims rather than by the foregoing description, and all changes which come within the meaning and range of equivalency of the claims are therefore intended to be embraced therein. Any reference sign in a claim should not be construed as limiting the claim concerned.
Furthermore, it should be understood that although the present description refers to embodiments, not every embodiment may contain only a single embodiment, and such description is for clarity only, and those skilled in the art should integrate the description, and the embodiments may be combined as appropriate to form other embodiments understood by those skilled in the art.
Claims (9)
1. A method for realizing the real name of a mac address of a mobile terminal by combining a face recognition technology is characterized in that a wireless data sniffing system and a face recognition system are adopted, the wireless data sniffing system comprises a wireless data sniffing front end and a wireless data platform which are in bidirectional communication connection, the face recognition system comprises a face snapshot camera and a face comparison platform which are in bidirectional communication connection, and the wireless data sniffing system and the face recognition system adopt the same time service server;
the method comprises the following steps of dividing a plurality of target people flow monitoring areas to be respectively used as data acquisition points, and respectively installing a wireless data sniffing front end and a face snapshot camera at each data acquisition point, wherein the method comprises the following control steps:
s10), when a person passes through a certain data acquisition point, the wireless data sniffing front end at the data acquisition point acquires a wireless terminal feature code and uploads the wireless terminal feature code to a wireless data platform, and meanwhile, a face snapshot camera at the data acquisition point acquires a face shot picture of the person passing through and uploads the face shot picture to a face comparison platform for recognition to obtain face recognition structured data;
s20), the wireless terminal feature codes collected in the front and back interval time periods of the face snapshot camera and the corresponding face recognition structured data are stored in an associated mode;
s30), when the person passes another data acquisition point, the associated storage data obtained in the steps S10) and S20) are compared with the associated storage data obtained in the corresponding data acquisition point in the step S20), and the same wireless terminal feature code associated with the person face recognition structured data is obtained through screening;
s40), the same wireless terminal feature code obtained in the step S30) is transmitted to a wireless terminal feature code real name library for associated storage, and the mobile terminal mac address real name is completed.
2. The method for realizing the real name of the mac address of the mobile terminal by combining the face recognition technology of claim 1, wherein the method further comprises a step S50) after the step S40), collecting data of the same person at different data collection points, comparing the data stored in association with all the data collection points, and screening the same wireless terminal feature code associated with the face recognition structured data of the person to automatically update the real name database of the wireless terminal feature code in the step S40) in real time, so as to improve the accuracy and the convenience sensitivity of the real name database of the wireless terminal feature code.
3. The method for realizing the real name of the mac address of the mobile terminal by combining the face recognition technology of claim 1 or 2, wherein in the step S20), the interval time of the interval time period is 0.5-2 seconds.
4. The method for realizing the real name of the mac address of the mobile terminal in combination with the face recognition technology as claimed in claim 3, wherein the interval time is 1 second.
5. The method for realizing the real name of the mac address of the mobile terminal by combining the face recognition technology as claimed in claim 1 or 2, wherein the target people flow monitoring area comprises a building entrance and/or a city sidewalk.
6. The method for realizing the real name of the mac address of the mobile terminal by combining the face recognition technology as claimed in claim 5, wherein the building entrance comprises an entrance of a cell and/or a mall and/or a supermarket and/or an institution and/or a school and/or a hospital and/or a station.
7. The method for realizing the real name of the mac address of the mobile terminal by combining the face recognition technology as claimed in claim 1 or 2, wherein the association storage is executed by an association data server and an association data storage, the association data server is simultaneously connected with a wireless data platform and a face comparison platform in a bidirectional communication manner, and the association data server is connected with the association data storage in a bidirectional data communication manner.
8. The method for realizing the real name of the mac address of the mobile terminal by combining the face recognition technology according to claim 1 or 2, wherein the face comparison platform is provided with a face basic library and a face comparison server which can be updated in real time, and the face comparison server performs comparison recognition on a received face shot picture based on the face basic library to obtain the face recognition structured data.
9. The method for realizing the mac address real name of the mobile terminal by combining the face recognition technology according to claim 1 or 2, wherein the wireless data sniffing front end and the face snapshot camera at each data acquisition point are respectively in communication connection with the face snapshot camera and the face comparison platform through a VPN network.
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Patent Citations (3)
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| CN104992075A (en) * | 2015-07-30 | 2015-10-21 | 浙江宇视科技有限公司 | Multi-source information correlation method based on big data |
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