CN109660936A - A kind of face and mobile device identification number mapping method, system and readable storage medium storing program for executing - Google Patents
A kind of face and mobile device identification number mapping method, system and readable storage medium storing program for executing Download PDFInfo
- Publication number
- CN109660936A CN109660936A CN201811482002.3A CN201811482002A CN109660936A CN 109660936 A CN109660936 A CN 109660936A CN 201811482002 A CN201811482002 A CN 201811482002A CN 109660936 A CN109660936 A CN 109660936A
- Authority
- CN
- China
- Prior art keywords
- face
- identification number
- mobile device
- device identification
- collision
- 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
Links
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/02—Services making use of location information
-
- 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
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W64/00—Locating users or terminals or network equipment for network management purposes, e.g. mobility management
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W8/00—Network data management
- H04W8/22—Processing or transfer of terminal data, e.g. status or physical capabilities
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W8/00—Network data management
- H04W8/22—Processing or transfer of terminal data, e.g. status or physical capabilities
- H04W8/24—Transfer of terminal data
Abstract
The present invention relates to a kind of faces and mobile device identification number mapping method, system and readable storage medium storing program for executing, the present invention to combine face recognition technology and probe technique.The address equipment mac is obtained using probe and is matched with face corresponding to equipment, and high-precision signal framing technology of the high-precision probe in conjunction with face is formed.It by signal processing and analysis intensity and is analyzed, whether just nearby to judge client, realization positions client.To solve the problems, such as that Customer ID is low with equipment mac matching degree.
Description
Technical field
The present invention relates to technical field of information processing, and in particular to a kind of face and mobile device identification number mapping method,
System and readable storage medium storing program for executing.
Background technique
WIFI allows people easily to access internet, and becomes digitlization of marketing under line because it has Indoor Location Information
Important link in process.Spin-off of the probe as communication apparatus has low in cost, deployment simply, leaves client's alone
Advantage, but since scene positioning is inaccurate, the natural technical restrictions such as basic data noise is big, and client's id matching degree is low lead to not standard
Really identification, is effectively matched, precise positioning, therefore cannot achieve active set-off, the target precisely converted.
Summary of the invention
The present invention for the technical problems in the prior art, provides a kind of face and mobile device identification number mapping side
Method, system and readable storage medium storing program for executing, face recognition technology and probe technique are combined.The address equipment mac is obtained using probe
And matched with face corresponding to equipment, form high-precision signal framing skill of the high-precision probe in conjunction with face
Art.It by signal processing and analysis intensity and is analyzed, whether just nearby to judge client, realization positions client.
To solve the problems, such as that Customer ID is low with equipment mac matching degree.
The technical scheme to solve the above technical problems is that
On the one hand, the present invention provides a kind of face and mobile device identification number mapping method, comprising the following steps:
Definition: primary collision is denoted as if face and mobile device identification number obtain simultaneously；
It chooses multiple monitoring times { T1, T2 ..., Tn } (n is positive integer), the video image in photographic subjects region and extraction
The face occurred in video image obtains target area mobile device identification number using probe；
Collision table is generated according to the face of acquisition and mobile device identification number for monitoring time T1, and records collision time
Several and collision time；
The face and mobile device identification number successively obtained using monitoring time { T2 ..., Tn }, updates the collision table；
The mapping relations of face and mobile device identification number are established if collision frequency reaches threshold value.
Further, the face and mobile device identification number successively obtained using monitoring time { T2 ..., Tn }, more
The new collision table, comprising:
Judge the face that monitoring time Tj (2≤j≤n) is obtained, if successively for the people extracted in first monitoring time section
Face；
If so, successively judging the mobile device identification number and current face that monitoring time Tj is obtained according to the collision table
Whether collision was occurred, if collision occurred, collision frequency adds one, and updates collision time using monitoring time Tj, otherwise
The mobile logo number is added in the collision table；
If it is not, be then added in the collision table by the face and with the mobile device identification number of face collision, and
Record collision frequency and collision time.
Further, the face and mobile device identification number successively obtained using monitoring time { T2 ..., Tn }, more
The new collision table, further includes: to the corresponding mobile device identification number of face each in the collision table according to collision frequency into
Row sequence.
Further, this method further include:
Be arranged time threshold, extract it is described collision table in collision frequency be 1 record, if the collision time of the record with work as
The interval of preceding time is more than time threshold, then deletes the record.
Further, if monitoring time Ti (1≤i≤n), target area face quantity is 1, then obtains the face and probe
Mobile device identification number establish mapping relations.
Further, the mobile device identification number include international mobile equipment identification number, bluetooth Mac, WiFi Mac or
Phone number etc..
On the other hand, the present invention also provides a kind of faces and mobile device identification number mapped system, comprising:
Face acquisition device, the face occurred for photographic subjects region；
Probe unit, for obtaining the mobile device identification number occurred in target area using probe technique；
Mapping relations generating means, for generating collision according to the face of shooting and the mobile device identification number of acquisition
Table records collision frequency, and the mapping relations of face and mobile device identification number are established according to collision frequency.
The third aspect, the present invention also provides a kind of readable storage medium storing program for executing, comprising: meter is stored in the readable storage medium storing program for executing
Calculation machine program, the computer program is for realizing above-mentioned method.
The beneficial effects of the present invention are: face recognition technology and probe technique combine.With obtaining equipment mac using probe
Location is simultaneously matched with face corresponding to equipment.Realize high-precision signal framing skill of the high-precision probe in conjunction with face
Art.It by signal processing and analysis intensity and is analyzed, to judge that whether just nearby client, determines client to realize
Position.To solve the problems, such as that Customer ID is low with equipment mac matching degree.
Detailed description of the invention
Fig. 1 is the method for the present invention flow chart；
Fig. 2 is present system structure chart.
Specific embodiment
The principle and features of the present invention will be described below with reference to the accompanying drawings, and the given examples are served only to explain the present invention, and
It is non-to be used to limit the scope of the invention.
As shown in Figure 1, the present invention provides a kind of face and mobile device identification number mapping method, comprising the following steps:
It defines face and mobile device identification number obtains simultaneously, be denoted as primary collision；
It chooses multiple monitoring times { T1, T2 ..., Tn } (n is positive integer), the video image in photographic subjects region and extraction
The face occurred in video image obtains target area mobile device identification number, including international mobile device identification using probe
Code (IMEI), bluetooth Mac, WiFi Mac or phone number etc..
Collision table is generated according to the face of acquisition and mobile device identification number for monitoring time T1, and records collision time
Several and collision time.
The face and mobile device identification number successively obtained using monitoring time { T2 ..., Tn }, updates the collision table.
It specifically includes,
Judge the face that monitoring time Tj (2≤j≤n) is obtained, if successively first to extract in first monitoring time section
Face；
If so, successively judging the mobile device identification number and current face that monitoring time Tj is obtained according to the collision table
Whether collision was occurred, if collision occurred, collision frequency adds one, and updates collision time using monitoring time Tj, otherwise
The mobile logo number is added in the collision table；
If it is not, be then added in the collision table by the face and with the mobile device identification number of face collision, and
Record collision frequency and collision time.
Then, the corresponding mobile device identification number of face each in the collision table is ranked up according to collision frequency.
The mapping relations of face and mobile device identification number are established if collision frequency reaches threshold value.
Further, if monitoring time Ti (1≤i≤n), target area face quantity is 1, then obtains the face and probe
Mobile device identification number establish mapping relations.
Further, this method further include:
Be arranged time threshold, extract it is described collision table in collision frequency be 1 record, if the collision time of the record with work as
The interval of preceding time is more than time threshold, then deletes the record.
Embodiment:
1. creating database
Establish name are as follows: " data collision " database.Table is established under the database: " bluetoothmac ",
" faceid ", " imei ", " phonenumber ", " wifimac ".Using face snap technology, will go out in certain region
Faceid, bluetoothmac, imei, phonenumber, wifimac be stored in table, and set Faceid, Imei,
Bluetoothmac, phonenumber and WiFimac form attributes.
2. establishing view:
Same collision time establishes view in 2.1 pairs of all tables.
Using the method for settling time view, to all faceid and its attributive analysis management occurred in the same time.
The faceid occurred in 2.2 pairs of all tests establishes view.
Using the method for establishing faceid view, all Faceid, Imei that feceid was collided, Bluetoothmac,
The analysis of phonenumber and WiFimac attribute selection.
3. dimensionality reduction
3.1 dimensionality reductions
Specific faceid that some once occurred is chosen as research object, analyze its Faceid, Imei,
Bluetoothmac, phonenumber and WiFimac attribute.
3.2 2 dimensionality reductions
Chosen on the basis of a dimensionality reduction the corresponding Faceid, Imei of the faceid, Bluetoothmac,
A certain attribute in phonenumber and WiFimac attribute analyzes collision time and collision frequency.
4. many experiments, continuous updating:
By the crash tests of a large amount of different scenes, the data obtained every time are stored in above-mentioned database.Not timing is deleted
Except the holding time is remote, collision frequency be 1 data.
By the above method, face recognition technology and probe technique are combined.The address equipment mac is obtained simultaneously using probe
It is matched with face corresponding to equipment.Realize high-precision signal framing technology of the high-precision probe in conjunction with face.
It by signal processing and analysis intensity and is analyzed, to judge that whether just nearby client, positions client to realize.
To solve the problems, such as that Customer ID is low with equipment mac matching degree.
The present invention also provides a kind of faces and mobile device identification number mapped system, as shown in Figure 2, comprising:
Face acquisition device, the face occurred for photographic subjects region；
Probe unit, for obtaining the mobile device identification number occurred in target area using probe technique；
Mapping relations generating means, for generating collision according to the face of shooting and the mobile device identification number of acquisition
Table records collision frequency, and the mapping relations of face and mobile device identification number are established according to collision frequency in monitoring time section.
The foregoing is merely presently preferred embodiments of the present invention, is not intended to limit the invention, it is all in spirit of the invention and
Within principle, any modification, equivalent replacement, improvement and so on be should all be included in the protection scope of the present invention.
Claims (8)
1. a kind of face and mobile device identification number mapping method, which comprises the following steps:
Definition: primary collision is denoted as if face and mobile device identification number obtain simultaneously；
Multiple monitoring times { T1, T2 ..., Tn } (n is positive integer) is chosen, the video image in photographic subjects region simultaneously extracts video
The face occurred in image obtains target area mobile device identification number using probe；
For monitoring time T1, according to the face of acquisition and mobile device identification number, generate collision table, and record collision frequency and
Collision time；
The face and mobile device identification number successively obtained using monitoring time { T2 ..., Tn }, updates the collision table；
The mapping relations of face and mobile device identification number are established if collision frequency reaches threshold value.
2. a kind of face and mobile device identification number mapping method according to claim 1, which is characterized in that it is described successively
The face and mobile device identification number obtained using monitoring time { T2 ..., Tn }, updates the collision table, comprising:
Judge the face that monitoring time Tj (2≤j≤n) is obtained, if successively for the face extracted in first monitoring time section；
If so, according to the collision table successively judge monitoring time Tj obtain mobile device identification number and current face whether
Collision occurred, if collision occurred, collision frequency adds one, and updates collision time using monitoring time Tj, otherwise should
Mobile logo number is added in the collision table；
If it is not, being then added in the collision table by the face and with the mobile device identification number of face collision, and record
Collision frequency and collision time.
3. a kind of face and mobile device identification number mapping method according to claim 2, which is characterized in that it is described successively
The face and mobile device identification number obtained using monitoring time { T2 ..., Tn }, updates the collision table, further includes: to described
The corresponding mobile device identification number of each face is ranked up according to collision frequency in collision table.
4. a kind of face and mobile device identification number mapping method according to claim 1, which is characterized in that this method is also wrapped
It includes:
Be arranged time threshold, extract it is described collision table in collision frequency be 1 record, if the collision time of the record and it is current when
Between interval be more than time threshold, then delete the record.
5. a kind of face and mobile device identification number mapping method according to claim 1, which is characterized in that if monitoring time
Ti (1≤i≤n), target area face quantity are 1, then establish the mobile device identification number that the face and probe obtain and map
Relationship.
6. a kind of any one of -5 faces and mobile device identification number mapping method according to claim 1, which is characterized in that institute
Stating mobile device identification number includes international mobile equipment identification number, bluetooth Mac, WiFi Mac or phone number.
7. a kind of face and mobile device identification number mapped system characterized by comprising
Face acquisition device for photographic subjects area video image and extracts the face occurred in video image；
Probe unit, for obtaining the mobile device identification number occurred in target area using probe technique；
Mapping relations generating means, for generating collision table, note according to the face of shooting and the mobile device identification number of acquisition
Collision frequency is recorded, and establishes the mapping relations of face and mobile device identification number according to collision frequency.
8. a kind of readable storage medium storing program for executing characterized by comprising be stored with computer program, institute in the readable storage medium storing program for executing
Computer program is stated for realizing method as claimed in any one of claims 1 to 6.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811482002.3A CN109660936A (en) | 2018-12-05 | 2018-12-05 | A kind of face and mobile device identification number mapping method, system and readable storage medium storing program for executing |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811482002.3A CN109660936A (en) | 2018-12-05 | 2018-12-05 | A kind of face and mobile device identification number mapping method, system and readable storage medium storing program for executing |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN109660936A true CN109660936A (en) | 2019-04-19 |
Family
ID=66112543
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201811482002.3A Pending CN109660936A (en) | 2018-12-05 | 2018-12-05 | A kind of face and mobile device identification number mapping method, system and readable storage medium storing program for executing |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN109660936A (en) |
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111615062A (en) * | 2020-05-12 | 2020-09-01 | 博康云信科技有限公司 | Target person positioning method and system based on collision algorithm |
| CN112308001A (en) * | 2020-11-06 | 2021-02-02 | 江西高创保安服务技术有限公司 | Data analysis method and personnel tracking method and system for smart community |
| CN112995766A (en) * | 2019-12-12 | 2021-06-18 | 天翼智慧家庭科技有限公司 | Method and apparatus for identifying multiple video streams of IPTV |
| WO2022012106A1 (en) * | 2020-07-17 | 2022-01-20 | 深圳云天励飞技术股份有限公司 | Interference detection system and apparatus |
Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106548164A (en) * | 2016-11-28 | 2017-03-29 | 中通服公众信息产业股份有限公司 | The relevance recognition methods of facial image and mobile device |
| CN106874347A (en) * | 2016-12-26 | 2017-06-20 | 深圳市深网视界科技有限公司 | A kind of method and system for matching characteristics of human body and MAC Address |
-
2018
- 2018-12-05 CN CN201811482002.3A patent/CN109660936A/en active Pending
Patent Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106548164A (en) * | 2016-11-28 | 2017-03-29 | 中通服公众信息产业股份有限公司 | The relevance recognition methods of facial image and mobile device |
| CN106874347A (en) * | 2016-12-26 | 2017-06-20 | 深圳市深网视界科技有限公司 | A kind of method and system for matching characteristics of human body and MAC Address |
Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112995766A (en) * | 2019-12-12 | 2021-06-18 | 天翼智慧家庭科技有限公司 | Method and apparatus for identifying multiple video streams of IPTV |
| CN112995766B (en) * | 2019-12-12 | 2023-10-10 | 天翼数字生活科技有限公司 | Method and device for identifying IPTV multi-channel video stream |
| CN111615062A (en) * | 2020-05-12 | 2020-09-01 | 博康云信科技有限公司 | Target person positioning method and system based on collision algorithm |
| WO2022012106A1 (en) * | 2020-07-17 | 2022-01-20 | 深圳云天励飞技术股份有限公司 | Interference detection system and apparatus |
| CN112308001A (en) * | 2020-11-06 | 2021-02-02 | 江西高创保安服务技术有限公司 | Data analysis method and personnel tracking method and system for smart community |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN109660936A (en) | A kind of face and mobile device identification number mapping method, system and readable storage medium storing program for executing | |
| CN110645986B (en) | Positioning method and device, terminal and storage medium | |
| CN106790468B (en) | Distributed implementation method for analyzing WiFi (Wireless Fidelity) activity track rule of user | |
| CN107948255B (en) | The method for pushing and computer readable storage medium of APP | |
| CN107194006A (en) | A kind of video features structural management method | |
| CN109858354B (en) | Face identity library, track table establishment method and face track query method and system | |
| CN115409434B (en) | Regional demographic method, system and storage medium based on signaling big data | |
| CN110458091A (en) | Recognition of face 1 based on position screening is than N algorithm optimization method | |
| CN111294728A (en) | Method and device for analyzing same lines | |
| CN104486722B (en) | The appraisal procedure and device of positioning result | |
| CN109559336B (en) | Object tracking method, device and storage medium | |
| CN107872713A (en) | Short processing system for video, method and device | |
| CN109168137A (en) | The recognition methods of abnormal pull-off network and device | |
| CN111225340A (en) | Scenic spot object searching method and device and storage medium | |
| CN106790548B (en) | The method and apparatus for determining the relationship between point of interest | |
| CN105743952B (en) | A kind of method for processing business, server and ERP client | |
| CN116091023A (en) | Attendance generation method and system based on artificial intelligence | |
| CN114781517A (en) | Risk identification method and device and terminal equipment | |
| CN111949699A (en) | Trajectory collision method and system based on multiple verifications | |
| CN106713588B (en) | A kind of method and device that communication address book stored is synchronous | |
| CN107040603A (en) | For determining the method and apparatus that application program App enlivens scene | |
| CN110868472B (en) | Project integration system based on Internet of things PaaS cloud platform and integration method thereof | |
| CN109947803B (en) | Data processing method, system and storage medium | |
| CN108235359B (en) | Method and equipment for determining attribute information related to wireless connection | |
| CN108024197A (en) | Localization method and device |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| RJ01 | Rejection of invention patent application after publication | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20190419 |