CN106297299B - The method and system of vehicle data integration - Google Patents
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Abstract
A kind of method and system of vehicle data integration the method includes capturing a plurality of vehicle datas, and transmit a plurality of vehicle datas to data filtering system；The quality of a plurality of vehicle datas of data filtering system interpretation；Plural kind of the content of different nature of a plurality of vehicle datas is read, and transmits plural kind of content of different nature to server；Server interpretation whether there is at least two contents of different nature in preset period of time；It combines plural kind of content matching of different nature at least one data, and transfer data set is bonded to caching system；Whether the frequency of occurrence of the data combination in any caching system of caching system interpretation is greater than default value；And it transmits at least one frequency of occurrence and is incorporated into database greater than the data of default value.
Description
Technical field
The present invention relates to a kind of method and system of vehicle data integration, and especially with regard to a kind of by vehicle E-tag number
The method and system integrated are carried out according to license plate data.
Background technique
Automatic number plate recognition (Automatic Number Plate Recognition；ANPR) system is a kind of common
Traffic monitoring equipment, it is main to utilize the closed-circuit monitor, traffic administration camera or the dedicated ANPR camera that are set up on road
Automobile image of passing through is captured, and reads the license plate number of vehicle in image using optical character recognition OCR technology.Automatic license plate
Identification system serve mainly to facilitate the police and related law enforcement agency grasp the traffic data of main trunk road, pass through vehicle data and
Vehicle driving record.However, system is easy be in the presence of that identification is wrong by such environmental effects.
Electronic road pricing (Electronic Toll Collection；ETC) system is also a kind of more prevalent road
Road management system utilizes radio frequency identification (the Radio Frequency Identification being set up on road；
RFID) reader and post up the electric label (E-tag) of appropriate location on vehicle, come to vehicle of passing through carry out automatic identification and
Automatic classification, and then corresponding road occupation expense or violation of fines are collected to vehicle.System is usually used in super expressway, can save
Manpower costs reduce road congestion, offer convenience for driver, at the same also provide a driving path to vehicle of passing through into
The means that row is noted down on a large scale.Since the reading of radio frequency signal is also influenced vulnerable to context factor, ETC system is same
There is also have induction insensitive or identification mistake with sample.
The efficiency for how effectively promoting the problems such as stolen vehicle, stolen car, suspect vehicle are found by law enforcement agency vehicle is always
Countries in the world universal social subject under discussion anxious to be resolved；And false license plate or shared electric label are applied to evade traffic responsibility and escape
Keep away fee payable or fine and serious long-term social concern.In recent years, the industry of law enforcement agency and vehicle management relevant industries
Person actively seeks that the management method of vehicle data can be integrated comprehensively, to increase law enforcement efficiency and reduce the waste of human cost.
However, still lack can be by most common two sets of traffic control systems -- ANPR system and ETC system-are searched for the prior art
The method that a large amount of vehicle datas of collection are integrated.
Summary of the invention
To solve the above problems, its object is to benefits the present invention provides a kind of method and system of vehicle data integration
Hardware system is collected with common vehicle data, scene is practical to collect vehicle data, and data is integrated, and then help phase
It closes law enforcement agency and more effectively manages vehicle, shorten the problems such as finding suspect vehicle, stolen vehicle, stolen car, false-trademark vehicle vehicle
It time, diminishes crime and the generation of illegal activities；Meanwhile data provided by method and system of the invention, can also to it is related
The internal data of law enforcement agency is compared, and is beneficial to timely identification problem vehicle and more new vehicle message.
The method of vehicle data integration of the invention, including step (a) capture a plurality of vehicle datas, and transmit a plurality of
Vehicle data is to data filtering system；The quality of a plurality of vehicle datas of step (b) data filtering system interpretation, if readable
It takes, enters step (c) if non-readable, enter step (h)；Step (c) reads plural kind of the difference of a plurality of vehicle datas
The content of property, and plural kind of content of different nature is transmitted to server；The interpretation of step (d) server is in a preset period of time
With the presence or absence of at least two plural kind of contents of different nature, if so, (e) is entered step, if it is not, entering step (h)；Step
(e) it combines plural kind of content matching of different nature at least one data, and transmits an at least data and be incorporated into caching
System；Whether the frequency of occurrence of the data combination in any caching system of step (f) caching system interpretation is greater than a default value, if
It is to enter step (g), if it is not, entering step (a)；Step (g) transmits the data group that at least one frequency of occurrence is greater than default value
It is bonded to database；And step (h) terminates.
The system of vehicle data integration of the invention, including data filtering system, for a plurality of vehicle datas of interpretation
Quality, and read plural kind of the content of different nature of a plurality of vehicle datas；Server is connected with data filtering system, uses
It whether there is at least two plural kind of contents of different nature in preset period of time in interpretation, and plural number kind is of different nature interior
Hold matching to combine at least one data；Caching system is connected with server, for the data group in any caching system of interpretation
Whether the frequency of occurrence of conjunction is greater than default value；And database, it is connected with caching system, it is of different nature interior for storing plural number kind
Hold and at least one frequency of occurrence is combined greater than the data of default value.
Detailed description of the invention
For narration and other purposes, feature, advantage and embodiment of the invention can be clearer and more comprehensible, institute's accompanying drawings are said
It is bright as follows:
Fig. 1 show a kind of flow chart of an embodiment of the method for vehicle data integration of the invention.
Fig. 2 show the system architecture diagram of the embodiment of the system of vehicle data integration of the invention.
Fig. 3 A show a kind of vehicle data matching of the embodiment of the method and system of vehicle data integration of the invention
State sample implementation schematic diagram.
Fig. 3 B show the another kind vehicle data of the embodiment of the method and system of vehicle data integration of the invention
With state sample implementation schematic diagram.
Specific embodiment
It is of the invention to reach the technical means and efficacy that predetermined goal of the invention is taken further to illustrate, below in conjunction with
Attached drawing and preferred embodiment, to the method for vehicle data integration proposed according to the present invention its specific embodiment, structure, feature
And its effect, detailed description is as follows.
Fig. 1 and Fig. 2 are please referred to, is the flow chart and sheet of an a kind of embodiment of the method for vehicle data integration of the invention
The system architecture diagram of the embodiment of the system of the vehicle data integration of invention.As shown in Figure 1, the vehicle data of the present embodiment is integrated
Method the following steps are included:
Step S1 monitors platform 1 every the one of a distance on arterial traffic, sets up a hardware system 10, and hard
Part system 10 includes at least one RFID reader 11 and at least one ANPR camera 12.RFID reader 11 and ANPR camera 12
Quantity, can be adjusted according to the photo cover of lane demand, the read range of RFID reader 11 or ANPR camera 12；
In addition, the erection spacing distance of monitoring platform 1 can be depending on demand, and the erection of RFID reader 11 and ANPR camera 12, then
A dedicated RFID reader is equipped with every line lane and a dedicated ANPR camera is preferred, that is to say, that monitoring station
Platform 1 may be provided with a plurality of RFID readers 11 and a plurality of ANPR cameras 12, however, the present invention is not limited thereto.
Step S2, RFID reader 11 and ANPR camera 12, which capture at least one, passes through and monitors the vehicle of platform 1 at least
One E-tag signal and at least one automobile image.11 system of RFID reader is used to capture the E-tag of at least one vehicle of passing through
Signal, and 12 system of ANPR camera is used to capture the license plate image of at least one vehicle of passing through.
Step S3 transmits the E-tag signal captured and automobile image to a data filtering system 2, with interpretation data matter
Amount and reading of content.The transmission of vehicle data to data filtering system 2 can be in real time, be also possible in a preset time
Point；For example, vehicle data can be passed after the capture of hardware system 10 with searching with biography, E-tag signal and automobile image immediately
It send to data filtering system 2；Or it can be set in daily set time, such as 2:00 AM, the same day is captured from hardware system 10
All vehicle datas, and it is sent to data filtering system 2.
Step S4, the quality of at least one E-tag signal of 2 interpretation of data filtering system whether be can be read, if so, into
Step S5, if it is not, entering step S14.
Step S5, whether the quality of at least one automobile image of interpretation is that can be read, if so, enter step S6, if it is not, into
Enter step S14.Wherein, the sequence of step S4 and step S5 can exchange, that is to say, that E-tag signal and automobile image
Quality interpretation sequence be that can be adjusted correspondingly according to actual demand.
Step S6, at least one the E-tag data for reading at least one E-tag signal and at least one automobile image are extremely
Few license plate data.Wherein, E-tag data and license plate are not limited to from the content that E-tag signal and automobile image are read out
Data also may include data capture time, reading data number, the conduct record of vehicle, car owner's data, vehicle color, license plate
The vehicle datas such as color, vehicle brand, vehicle style；And the conduct record of vehicle, it can be used for further analyzing vehicle or driving
The habit driving path of people.
Step S7 transmits at least one E-tag data and at least one license plate data to a server 3.Meanwhile it can also pass
Give at least one automobile image to a database 5.
Step S8, the pull-in time point of the every E-tag data of 3 interpretation of server one before in preset period of time with the presence or absence of extremely
Few license plate data, if so, S10 is entered step, if it is not, entering step S9.The preferred values of preceding preset period of time are 3 seconds, but not
It is limited to this, can be set according to actual demand.
Step S9, the latter preset period of time of the pull-in time point of interpretation E-tag data is interior to whether there is at least one license plate
Data, if so, S10 is entered step, if it is not, entering step S14.The preferred values of preset period of time are 3 seconds afterwards, but not limited to this, it can
It is set according to actual demand.
Wherein, the sequence of step S8 and step S9 can exchange, that is to say, that the interpretation of preset period of time sequence is can be according to
It is adjusted according to actual demand.In addition, interpretation existing for data is also possible to be subject to the pull-in time point of license plate data；Also
To say, server 3 can also each license plate data of interpretation pull-in time point front and back 3 seconds in whether there is at least one E-tag
Data.Furthermore one of step S8 or step S9 steps are also optionally carried out, or two steps are merged into one
A step, i.e. totally 6 seconds ranges before and after interpretation simultaneously.
Step S10 is the combination of at least one data by E-tag data and to license plate material matches.In the present embodiment, one
A data combination is made of an E-tag data and a license plate data；For example, Fig. 3 A and Fig. 3 B are please referred to, is
Two kinds of data composite set schematic diagrames of the embodiment of the method and system of vehicle data integration of the invention.As shown in Figure 3A,
A certain RFID reader is in time point t1The E-tag data E1 captured, and E-tag data are learnt through 3 interpretation of server
The pull-in time point t of E11First 3 seconds in there are a license plate data L1, and time point t1Latter 3 seconds in be not present any license plate
Data then match E-tag data E1 and license plate data L1, form a data combination (E1, L1)；Also, such as Fig. 3 B institute
Show, in time point t2With time point t3Two E-tag data E1, E2 are captured respectively, wherein 3 interpretation of server is learnt in E-
The pull-in time point t of tag data E12First 3 seconds in there are two license plates data L1 and L2, pull-in time point t2Rear 3 seconds memories
In three license plates data L3, L4 and L5, and in the pull-in time point t of E-tag data E23First 3 seconds in there are two license plate numbers
According to L2 and L3, and pull-in time point t3Latter 3 seconds in there are a license plate data L6, then by E-tag data E1, E2 with it is corresponding
Six license plate data L1 to L6 are matched respectively, formed 8 data combination (E1, L1), (E1, L2), (E1, L3), (E1,
L4), (E1, L5), (E2, L2), (E2, L3) and (E2, L6)；And so on.In addition, E-tag data E1, E2 can be and be captured from
Same or different monitoring platform 1, however, the E-tag data and license plate data for composition data combination must be come from
In the same monitoring platform 1, and the combination of identical data can be from different vehicle data pull-in time points.Citing comes
It says, the E-tag data E1 and license plate data L1 in Fig. 3 A may be captured from when Monday monitors platform A, and the E- in Fig. 3 B
Tag data E1 and license plate data L1-L5 is that monitoring platform B is captured when Tuesday, E-tag data E2 and license plate data L2, L3,
L6 is that monitoring platform B is captured in Wednesday；Wherein, identical data combination (E1, L1) is respectively by the prison from Monday
Two groups of vehicle datas depending on platform A and the monitoring platform B on Tuesday match.
Step S11, a transmission at least data are incorporated into a caching system 4.
Whether the frequency of occurrence of step S12, the data combination in any caching system of 4 interpretation of caching system are greater than a default
Value, if so, S13 is entered step, if it is not, entering step S2.The preferred values of default value are 3, but not limited to this, and it is greater than 3 or super
It crosses 3 and contains 3 in itself；In addition, default value is bigger, the accuracy of vehicle data integration is higher.For example, if caching system 4
There is only Fig. 3 A to combine with data shown in Fig. 3 B, then judges that the frequency of occurrence of data combination (E1, L1) is 2 times, other 7
Data combine the frequency of occurrence of (E1, L2), (E1, L3), (E1, L4), (E1, L5), (E2, L2), (E2, L3) and (E2, L6) then
It is 1 time.
Step S13, the data for transmitting at least one frequency of occurrence greater than default value are incorporated into database 5.
Step S14 terminates.
Via above-mentioned steps, it can be learnt that the corresponding license plate data of the E-tag data of driving vehicle on road；Citing
For, if default value in step S12 is 2, appearance as shown in Figure 3A and Figure 3B 2 times data combinations (E1, L1) are just
It can be transferred into database 5, it can be learnt that E-tag data E1 and license plate data L1 correspond to same trolley.In addition, removing
Other than data system administrative staff, database 5, which can also be provided, gives related law enfrocement official inquiry, to promote law enforcement efficiency.
Referring to figure 2., the system architecture diagram of the embodiment of the system of Fig. 2 system vehicle data integration of the invention.Such as Fig. 2 institute
Show, vehicle data integration system includes a plurality of monitoring platforms 1, a data filtering system 2, a server 3, a caching system 4
An and database 5；Wherein, each a plurality of monitoring platforms 1 include a hardware system 10.
Each hardware system 10 further includes at least one RFID reader 11 and at least one ANPR camera 12, is use
In a plurality of vehicle datas of capture；Wherein, 11 system of RFID reader for capture pass through monitor the vehicle of platform 1 at least one
E-tag signal, 12 system of ANPR camera monitor at least one automobile image of the vehicle of platform 1 for capturing to pass through.
Data filtering system 2 is connected with a plurality of hardware systems 10, for the quality of interpretation vehicle data, and reads vehicle
The content of data.The content of vehicle data may include a plurality of E-tag signals E-tag data and a plurality of automobile images
License plate data, but not limited to this, it also may include data capture time, reading data number, the conduct record of vehicle, car owner's number
According to, vehicle datas such as vehicle color, license plate color, vehicle brand, vehicle style；And the conduct record of vehicle, it can be used for into one
Step analysis vehicle or the habit driving path of driver.
Server 3 is connected with data filtering system 2, whether there is at least two in a preset period of time for interpretation not
Connatural content, and combine content matching of different nature at least one data.In the present embodiment, a data group
Conjunction is made of an E-tag data and a license plate data；Fig. 3 A, Fig. 3 B and abovementioned steps S10 are please referred to, with into one
Step understands the data matching method of the present embodiment, just repeats no more herein.
Caching system 4 is connected with server 3, and the frequency of occurrence for the data combination in any caching system of interpretation is
It is no to be greater than a default value.Wherein, default value is bigger, and the accuracy of vehicle data integration is also higher.
Database 5 is connected with caching system 4, for storing content and frequency of occurrence of different nature greater than default value
Data combination.In the present embodiment, the content of different nature stored by database 5 includes automobile image, E-tag data and vehicle
Data, but not limited to this.
The method and system of vehicle data integration provided in an embodiment of the present invention collect hardware using common vehicle data
System, scene is practical to collect vehicle data, and data are integrated, and for correlation, law enforcement agency provides more effective vehicle pipe
Reason means；In addition, the method can assist the problems such as finding suspect vehicle, stolen vehicle, stolen car, false-trademark vehicle vehicle；Meanwhile this hair
Data provided by bright method and system can also be compared with the internal data of related law enforcement agency, be beneficial in real time
Identification problem vehicle and more new vehicle message.
Although the present invention is disclosed above with embodiment above-mentioned, however, it is not to limit the invention, any to be familiar with this skill
Skill person, without departing from the spirit and scope of the present invention, when can make some changes and embellishment, therefore patent protection of the invention
Range must regard subject to the institute of claim appended by this specification defender.
Claims (15)
1. a kind of method of vehicle data integration, which comprises the following steps:
A) a plurality of vehicle datas are captured, and transmit a plurality of vehicle datas to a data filtering system；
B) quality of a plurality of vehicle datas described in the data filtering system interpretation, if can be read, enter step c), if
It is non-readable, it enters step h)；
C) plural kind of the content of different nature of a plurality of vehicle datas is read, and it is of different nature to transmit the plural number kind
Content is to a server；
D) the server interpretation whether there is at least two plural kind of the contents of different nature in a preset period of time, if
It is to enter step e), if it is not, entering step h)；
E) it combines plural kind of the content matching of different nature at least one data, and transmits at least one described data
It is incorporated into a caching system；
F) whether the frequency of occurrence of the data combination in any caching system of the caching system interpretation is greater than a default value,
If so, entering step g), if it is not, entering step a)；
G) data for transmitting at least one frequency of occurrence greater than the default value are incorporated into a database；And
H) terminate.
2. the method for vehicle data integration as described in claim 1, which is characterized in that further include following step before step a)
It is rapid:
Z) platform is monitored every the one of a distance on arterial traffic, set up a hardware system.
3. the method for vehicle data integration as claimed in claim 2, which is characterized in that the hardware system includes at least one
RFID reader and at least one ANPR camera.
4. the method for vehicle data integration as described in claim 1, which is characterized in that step a) further includes following steps:
A1) at least one RFID reader and the vehicle of at least one an ANPR cameras capture at least one monitoring platform of passing through
At least one E-tag signal and at least one automobile image；And
A1 at least one described E-tag signal and at least one described automobile image) are transmitted to the data filtering system.
5. the method for vehicle data integration as described in claim 1, which is characterized in that step b) further includes following steps:
B1) whether the quality of at least one E-tag signal of data filtering system interpretation is that can be read, if so, entering step
B2), if it is not, entering step h)；And
B2) whether the quality of at least one automobile image of interpretation is that can be read, if so, entering step c), if it is not, entering step
h)。
6. the method for vehicle data integration as described in claim 1, which is characterized in that step b) further includes following steps:
B1 ') whether the quality of the data filtering system interpretation at least one automobile image be that can be read, if so, entering step
B2 '), if it is not, entering step h)；And
B2 ') whether the quality of interpretation at least one E-tag signal be that can be read, if so, entering step c), if it is not, entering step
h)。
7. the method for vehicle data integration as described in claim 1, which is characterized in that step c) further includes following steps:
C1 at least one E-tag data of at least one E-tag signal and at least one vehicle of at least one automobile image) are read
Board data；And
C1 at least one described E-tag data and at least one described license plate data) are transmitted to the server.
8. the method for vehicle data integration as described in claim 1, which is characterized in that step d) further includes following steps:
D1) whether deposited in preset period of time before the one of the pull-in time point of at least one each E-tag data of the server interpretation
In at least one license plate data, if so, entering step e), if it is not, entering step d2)；And
D2) it whether there is at least one in preset period of time after the one of the pull-in time point of at least one E-tag data described in interpretation
License plate data, if so, entering step e), if it is not, entering step h).
9. the method for vehicle data integration as described in claim 1, which is characterized in that step d) further includes following steps:
D1 ') at least one each E-tag data of server interpretation pull-in time point one after whether deposit in preset period of time
In the license plate data of at least one automobile image, if so, entering step e), if it is not, entering step d2 ')；And
D2 ') at least one E-tag data described in interpretation pull-in time point one before whether there is at least one in preset period of time
License plate data, if so, entering step e), if it is not, entering step h).
10. the method for vehicle data integration as described in claim 1, which is characterized in that step e) further includes following steps:
E1 it) combines at least one E-tag data and at least one license plate material matches at least one data；And
E2 at least one described data) are transmitted and are incorporated into the caching system.
11. a kind of system of vehicle data integration characterized by comprising
One data filtering system for the quality of a plurality of vehicle datas of interpretation, and reads answering for a plurality of vehicle datas
Several contents of different nature；
One server is connected with the data filtering system, whether there is at least two institutes in a preset period of time for interpretation
Plural kind of content of different nature is stated, and combines plural kind of the content matching of different nature at least one data；
One caching system, is connected to the server, and goes out occurrence for the data combination in any caching system of interpretation
Whether number is greater than a default value；And
One database is connected with the caching system, goes out for storing plural kind of the content of different nature at least one
The data that occurrence number is greater than the default value combine, wherein the system of the vehicle data integration is operated according to following steps:
A) a plurality of vehicle datas are captured, and transmit a plurality of vehicle datas to the data filtering system；
B) quality of a plurality of vehicle datas described in the data filtering system interpretation, if can be read, enter step c), if
It is non-readable, it enters step h)；
C) plural kind of the content of different nature of a plurality of vehicle datas is read, and it is of different nature to transmit the plural number kind
Content is to a server；
D) the server interpretation whether there is at least two plural kind of the contents of different nature in a preset period of time, if
It is to enter step e), if it is not, entering step h)；
E) it combines plural kind of the content matching of different nature at least one data, and transmits at least one described data
It is incorporated into the caching system；
F) whether the frequency of occurrence of the data combination in any caching system of the caching system interpretation is greater than a default value,
If so, entering step g), if it is not, entering step a)；
G) data for transmitting at least one frequency of occurrence greater than the default value are incorporated into the database；And
H) terminate.
12. the system of vehicle data integration as claimed in claim 11, which is characterized in that further include: a plurality of hardware systems,
Each described a plurality of hardware system system is set up in monitoring on platform on arterial traffic every the one of a distance, wherein
Several hardware systems are connected with the data filtering system, for capturing a plurality of vehicle datas.
13. the system of vehicle data integration as claimed in claim 12, which is characterized in that each described a plurality of hardware system
System also includes at least:
One RFID reader, at least one E-tag signal of the vehicle for capturing at least one monitoring platform of passing through；
And
One ANPR camera, at least one vehicle shadow of the vehicle for capturing the described at least one monitoring platform of passing through
Picture.
14. the system of vehicle data integration as claimed in claim 11, which is characterized in that a plurality of vehicle datas also wrap
It includes:
At least one E-tag signal；And
At least one automobile image.
15. the system of vehicle data integration as claimed in claim 14, which is characterized in that at least one described E-tag signal
Further include:
At least one E-tag data；And
At least one described automobile image further include: at least one license plate data.
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| CN102622783A (en) * | 2012-03-29 | 2012-08-01 | 北京速通科技有限公司 | Multilane free-flow electronic toll collection method based on accurate position match |
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