KR101057882B1 - Wanted-vehicle and illegal parking crackdown system - Google Patents

Wanted-vehicle and illegal parking crackdown system Download PDF

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Publication number
KR101057882B1
KR101057882B1 KR1020110018105A KR20110018105A KR101057882B1 KR 101057882 B1 KR101057882 B1 KR 101057882B1 KR 1020110018105 A KR1020110018105 A KR 1020110018105A KR 20110018105 A KR20110018105 A KR 20110018105A KR 101057882 B1 KR101057882 B1 KR 101057882B1
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KR
South Korea
Prior art keywords
image
vehicle
license plate
unit
pda
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KR1020110018105A
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Korean (ko)
Inventor
손형진
심광호
이종훈
이주호
황인호
Original Assignee
건아정보기술 주식회사
심광호
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Priority to KR1020110018105A priority Critical patent/KR101057882B1/en
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Publication of KR101057882B1 publication Critical patent/KR101057882B1/en

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    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/10Services
    • G06Q50/26Government or public services
    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/01Detecting movement of traffic to be counted or controlled
    • G08G1/017Detecting movement of traffic to be counted or controlled identifying vehicles
    • G08G1/0175Detecting movement of traffic to be counted or controlled identifying vehicles by photographing vehicles, e.g. when violating traffic rules
    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/01Detecting movement of traffic to be counted or controlled
    • G08G1/04Detecting movement of traffic to be counted or controlled using optical or ultrasonic detectors
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K2209/00Indexing scheme relating to methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K2209/15Detection and recognition of car license plates

Abstract

The present invention relates to a portable illegal traffic violation and traffic violation enforcement system, and more specifically, by using a smartphone or a PDA, a user whose identity is authenticated photographs a license plate image of an illegally parked vehicle, and extracts a vehicle number. Obtaining the address information by referring to the position value of the vehicle and displaying the vehicle license plate image and vehicle number and address information on the screen of the smartphone or PDA, at the same time the vehicle license plate image and vehicle number and address information and the corresponding smartphone or PDA user It relates to a portable illegal traffic violation and traffic violation enforcement system that sends the ID information to the illegal parking control means to impose a fine on the vehicle owner, and provide compensation to the smartphone or PDA user who photographed it.
The inventors of the portable illegal and traffic violation enforcement system,
Taking a face image from the camera unit to confirm the identity, and when identification is completed, the license plate image is extracted from the image taken through the camera unit to extract the vehicle number from the license plate image, and the extracted vehicle number and license plate image and the surroundings. A portable terminal for transmitting a video image to illegal parking control means;
And illegal parking control means for receiving the ID information, the extracted vehicle number, the license plate image, and the surrounding image image from the portable terminal to impose a fine.
According to the present invention, a user who has an authenticated identity using a smartphone or a PDA photographs a license plate image of an illegally parked vehicle, extracts a vehicle number, and obtains address information by referring to a position value of the vehicle to obtain the vehicle license plate. Display image and vehicle number and address information on the screen of smartphone or PDA, and simultaneously transmit license plate image and vehicle number and address information and ID information of the corresponding smartphone or PDA user to illegal parking control means Charges and provide compensation to smartphone or PDA users who photographed them, thereby providing authenticity controversy and work creation.

Description

Portable illegal traffic crackdown system.

The present invention relates to a portable illegal traffic violation and traffic violation enforcement system, and more particularly, by extracting a license plate number of a vehicle parked illegally by a user whose identity is authenticated using a portable smartphone or a PDA, Obtaining address information by referring to the position value of the vehicle, and displaying the vehicle license plate image and vehicle number and address information on the screen of the smartphone or PDA, and simultaneously the license plate image and vehicle number and address information and the corresponding smartphone or PDA It relates to a portable illegal traffic and traffic violation enforcement system that sends a user's ID information to illegal parking enforcement means to impose a fine on the vehicle owner, and provide compensation to the smartphone or PDA user who photographed it.

In general, vehicles tend to park on either side of the road (or on the shoulder).

In this way, the parked vehicles can not only stop the flow of running vehicles and actually narrow the road, but also lead to traffic accidents.

However, since the police officers who enforce the crackdown cannot be placed in every parking monitoring area, they are overflowing with illegal parking vehicles even though there are no parking signs on the side of the road.

In order to overcome this situation, the traffic police are conducting patrols more quickly, but the effect is temporary, and collisions and frictions with civil complaints often occur during crackdowns.

In order to solve such a conventional problem, in some cases, the camera is installed and then the roof coil is installed under the road or the camera is controlled by photographing by setting the shooting point of the vehicle using a laser.

That is, the fixed illegal parking control system currently used in Korea does not use a sensor such as a roof coil or a laser.

Scanning the shoulder of the area where the camera is installed with the camera and attempting to recognize the number, and after installing the background camera and the recognition camera, detect the vehicle parked on the nearby road using the image detector method on the background camera image. Afterwards, two types of interception methods were used, namely, scanning and image detection, using a recognition camera in the detected area.

However, this was also often done manually by the police officers at the central control station, and due to the limitation of the camera performance, it was not possible to accurately capture the crackdown vehicle.

In addition, there was a limit to crackdown and surveillance because cameras could not be installed on every road.

Recently, the burden of cracking down and monitoring various types of vehicles, such as tax delinquent vehicles, stolen vehicles, and vehicles parked in violation of the residents' first parking area, is increasing.

In addition, in order to query a vehicle with a portable terminal, a user directly inputs a vehicle number and receives data through a wireless communication network to perform an inquiry, thereby providing inconvenience in use. Recently, a vehicle parked illegally through a portable terminal If you take a photo and send it to the control center of Gyeongchang Office, we provide compensation according to this. However, only a specific person who can do it is allowed to do so. There have been cases of lending money to others or lending them to others.

SUMMARY OF THE INVENTION Accordingly, the present invention has been made keeping in mind the above problems occurring in the prior art,

An object of the present invention is to extract the vehicle number by photographing the license plate image of an illegally parked vehicle by a user whose identity has been authenticated using a smartphone or a PDA, and obtains address information by referring to the position value of the vehicle and the vehicle The license plate image and vehicle number and address information are displayed on the screen of the smartphone or PDA, and at the same time, the license plate image and vehicle number and address information and the ID information of the user of the smartphone or PDA are transmitted to illegal parking control means. It imposes penalties and provides compensation to smartphone or PDA users who photographed them.

Another object of the present invention is to send a smartphone or PDA when the matched vehicle number or the stolen vehicle number to take action such as arrest or foreclosure of the vehicle in the field, it is possible to perform a quick response.

In order to achieve the problem to be solved by the present invention,

Portable illegal enforcement and traffic violation enforcement system according to an embodiment of the present invention,

In the portable illegal and traffic violation enforcement system,

Taking a face image from the camera unit to confirm the identity, and when identification is completed, the license plate image is extracted from the image taken through the camera unit to extract the vehicle number from the license plate image, and the extracted vehicle number and license plate image and the surroundings. A portable terminal for transmitting a video image to illegal parking control means;

It is configured to include an illegal parking control means for imposing a fine by receiving the ID information and the extracted vehicle number and vehicle license plate image and the surrounding image image from the portable terminal to solve the problem of the present invention.

As described above, the portable illegal control and traffic violation enforcement system of the present invention,

Using a smart phone or PDA, a user whose identity is authenticated photographs the license plate image of an illegally parked vehicle, extracts the vehicle number, and obtains the address information by referring to the position value of the vehicle, thereby obtaining the vehicle license plate image and the vehicle number. And display the address information on the screen of the smartphone or PDA, and at the same time send the license plate image, vehicle number and address information and the ID information of the user of the smartphone or PDA to the illegal parking control means to impose a fine on the vehicle owner, By providing compensation to smartphone or PDA users who photographed it, it is possible to provide authenticity controversy and work creation.

In addition, when matched with the wanted vehicle number or the stolen vehicle number, it can be sent to a smartphone or PDA to take an action such as arrest or foreclosure of the vehicle in the field, thereby providing an effect of performing a quick response.

1 is an overall configuration diagram of a portable illegal control and traffic violation enforcement system according to an embodiment of the present invention.
Figure 2 is a block diagram of a portable terminal of a portable illegal control and traffic violation enforcement system according to an embodiment of the present invention.
Figure 3 is an exemplary view showing an example that is output on the screen of the smart phone or PDA which is a portable terminal of the illegal traffic and traffic violation enforcement system according to an embodiment of the present invention.

Portable illegal control and traffic violation enforcement system of the present invention for achieving the above object,

In the portable illegal and traffic violation enforcement system,

Taking a face image from the camera unit to confirm the identity, and when identification is completed, the license plate image is extracted from the image taken through the camera unit to extract the vehicle number from the license plate image, and the extracted vehicle number and license plate image and the surroundings. A portable terminal for transmitting a video image to illegal parking control means;

And illegal parking control means for receiving the ID information, the extracted vehicle number, the license plate image, and the surrounding image image from the portable terminal to impose a fine.

At this time, the portable terminal,

A camera unit for photographing a face image and a video of a vehicle;

A face image analyzer for extracting feature values by analyzing a face image obtained from the camera unit;

A face image feature value storage unit for storing feature values of a face image for identification;

An identity authentication unit for performing identity authentication by comparing the feature values analyzed by the face image analyzer with reference to the feature values stored in the face image feature value storage unit;

A photographing signal transmitter for transmitting a photographing signal to the camera unit when the identification is completed;

An image correction unit for acquiring a photographed vehicle image and performing backlight correction, tilt correction, and noise removal;

A finding unit for obtaining only a license plate area by setting coordinates by finding a group of character strings from an image corrected through the image correction unit;

Recognize each letter and number individually in the license plate area obtained through the Finding unit, remove noise and group the features of the binned image through labeling to remove the group of conditions that cannot be a member of the letter. License plate recognition unit for obtaining only numbers,

Image information storage unit for storing the image and license plate image and text information and the surrounding image taken by the camera unit,

A position value extracting unit for extracting a position value of the vehicle;

An address information acquisition unit for obtaining address information corresponding to the location value extracted by the location value extraction unit;

A screen display unit for displaying a vehicle number consisting of license plate images and text stored in the image information storage unit and address information obtained by the address information acquisition unit on a display screen;

A wireless communication unit for transmitting the extracted vehicle number, license plate image, surrounding image image, and address information to an illegal parking control means;

It characterized in that it comprises a central control unit for controlling the signal flow between the respective units.

In this case, the finding part,

It is characterized in that the recognition area is minimized by using the coordinate values.

At this time, the illegal parking control means,

An illegal parking vehicle information storage unit for storing the authenticated ID information, the extracted vehicle number, license plate image, surrounding image image, and address information for each authenticated ID;

A fine calculation unit for calculating a fine of the vehicle number;

A vehicle information storage unit for storing and managing wanted vehicle information, stolen vehicle information, and licensed vehicle information of a designated parking space;

A vehicle number contrast determining unit for comparing the vehicle number stored in the vehicle information storage unit with the vehicle number transmitted from the portable terminal;

And a determination information sending unit for transmitting the determination information determined by the vehicle number contrast determining unit to the portable terminal.

At this time, the portable terminal,

A smartphone or PDA, featuring Android or Windows 7 mobile.

Hereinafter, with reference to the accompanying drawings will be described in detail a preferred embodiment of the present invention portable illegal control and traffic violation enforcement system.

1 is an overall configuration diagram of a portable illegal control and traffic violation enforcement system according to an embodiment of the present invention.

As shown in Figure 1, the present inventors portable illegal control and traffic violation enforcement system is embedded in the illegal police parking enforcement means 200, wireless communication (CDMA, WCDMA, Wifi, VoIP, etc.) is built in the corresponding location information Smartphone or PDA (100) that can collect the, is composed of a wireless network.

That is, the system of the present invention,

Taking a face image from the camera unit to confirm the identity, and when identification is completed, the license plate image is extracted from the image taken through the camera unit to extract the vehicle number from the license plate image, and the extracted vehicle number and license plate image and the surroundings. A portable terminal 100 for transmitting the image image to the illegal parking control means;

And illegal parking control means (200) for imposing a fine by receiving the authenticated ID information, the extracted vehicle number, the license plate image, and the surrounding image image from the smart phone.

In order to control the illegal parking vehicle through the smartphone, a separate application must be mounted on the smartphone or PDA.

The application is provided with the approval from the public agency provided by the police or manage illegal parking.

The image and the vehicle number acquired through the smart phone or PDA are transmitted to the illegal parking control means in real time through a wireless network.

Meanwhile, in the present invention, face recognition technology is used for identity verification, but voice recognition technology or resident registration number recognition technology and fingerprint recognition may be used as necessary.

Figure 2 is a block diagram of a portable terminal of a portable illegal control and traffic violation enforcement system according to an embodiment of the present invention.

As shown in Figure 2, the portable terminal 100,

A camera unit 105 for capturing a face image and a video of a vehicle,

A face image analyzer 110 for extracting feature values by analyzing a face image obtained from the camera unit;

A face image feature value storage unit 115 for storing feature values of the face image for identification;

An identity authentication unit 120 performing identity authentication by comparing the feature values analyzed by the face image analysis unit with reference to the feature values stored in the face image feature value storage unit;

A photographing signal sending unit 125 which sends a photographing signal to the camera unit when the identification is completed;

An image corrector 130 for acquiring a photographed vehicle image and performing backlight correction, tilt correction, and noise removal;

A finding unit 135 for obtaining only a license plate area by setting a coordinate by pinning a group of character strings from an image corrected through the image correction unit;

Recognize each letter and number individually in the license plate area obtained through the Finding unit, remove noise and group the features of the binned image through labeling to remove the group of conditions that cannot be a member of the letter. License plate recognition unit 140 for obtaining only numbers,

An image information storage unit 145 for storing images and license plate images and text information and surrounding image images photographed through a camera unit;

A position value extractor 150 for extracting a position value of the vehicle;

An address information acquisition unit 155 for obtaining address information corresponding to the location value extracted by the location value extraction unit;

A screen display unit 160 for displaying a vehicle number consisting of license plate images and text stored in the image information storage unit and address information obtained by the address information acquisition unit on a display screen;

A wireless communication unit 165 for transmitting the extracted vehicle number, license plate image, surrounding image image, and address information to an illegal parking control means;

It comprises a central control unit 170 for controlling the signal flow between the respective units.

That is, the face image and the vehicle image are photographed through the camera unit 105, and when the application mounted on the smartphone or the PDA is executed, the face image is obtained first.

That is, the face image analysis unit 110 receives the face image obtained from the camera unit and extracts the feature value. Since the technique of extracting the feature value from the face image is well known to those skilled in the art, a detailed description thereof will be omitted. .

The identity authentication unit 120 performs identity verification by comparing the feature values analyzed by the face image analyzer with reference to the feature values stored in the face image feature value storage unit.

In the related art, anyone who owns a terminal capable of cracking down illegal parking without an identity authentication procedure can transmit a vehicle image.

Therefore, even if a person elected as a specific person who can impose a fine from the National Police Agency or a public agency lends his terminal to another person, the fine was imposed.

In order to prevent such closure, illegal parking stops are allowed only for the user through the identity authentication process by extracting feature values of the face image.

After the identification is completed, the photographing signal transmitting unit 125 transmits the photographing signal to the camera unit under the control of the central controller.

Subsequently, the vehicle image photographed from the camera unit is acquired to perform backlight correction, tilt correction, and noise removal by the image correction unit 130.

The pinning unit 135 pinpoints a group of character strings from an image corrected through image correction to set coordinates to obtain only a license plate area.

Subsequently, the license plate recognition unit 140 recognizes each of the letters and numbers individually in the license plate area obtained through the fining unit, removes noise, and groups the features of the license plate image through labeling to be a member of the character. By removing groups of conditions, you get only license plate letters and numbers.

That is, in order to individually recognize each letter and number through the license plate recognition unit, only a part corresponding to each letter is required. This process is called segmentation.

In other words, it binarizes the license plate, removes non-character noise components including the license plate border, processes the binarized image after noise removal, and, by labeling each feature of the binned license plate image Only license plate characters can be obtained by grouping and removing groups of conditions that cannot be members of characters through correlations of height, width, position, etc. of each group.

In the step of setting the block for each character by using the noise-free binarized image, first, the features are projected in the horizontal direction based on the right edge of the binarized image so that the boundary of the upper string and the lower string is set at the smallest point. By calculating and projecting vertically upward and downward based on this boundary line, you can define the area of each character to see the result of division of each character.

As described above, the license plate recognition technology has been described. Since the technology is already known to those skilled in the art, the above-described degree may sufficiently understand the process of recognizing the license plate.

The image information storage unit 145 stores the image photographed through the camera unit, license plate image and text information, and the surrounding image image.

That is, it can be stored in the smartphone or PDA itself, and configured to transmit to the remote in real time.

The location value extraction unit 150 is for extracting a location value where the illegally parked vehicle is located and is for extracting a location of a smartphone or a PDA in real time.

In addition, the address information acquisition unit 155 acquires address information corresponding to the location value extracted by the location value extraction unit.

That is, address information corresponding to a location value is obtained through a wireless network.

The screen display unit 160 performs a function of displaying a vehicle number consisting of license plate images and text stored in the image information storage unit and address information obtained by the address information acquisition unit on a display screen.

As shown in FIG. 3, the area displayed on the display screen of the smartphone or PDA includes a vehicle license plate image area 300, a vehicle number display area 310 expressing only the acquired vehicle number, and an address area 320 expressing only an address. ), And the screen display unit obtains each piece of information and sends it to the corresponding area.

Afterwards, when the user of the smartphone or PDA directly checks the image and the vehicle number and address, and touches the transmission button 330 at the bottom of the information, the ID information and the extracted vehicle number and license plate of the smartphone or PDA are authenticated. The image and the surrounding video image are transmitted to the illegal parking control means by the wireless communication unit.

In addition, the smart phone or PDA can be used to identify the number of vehicles parked in the alley or wanted to identify the stolen vehicle, and because the stickers can not be attached to one by one to send out illegal parking control means in real time to determine the contrast information After acquisition, it is possible to determine whether to issue a sticker.

In addition, the smartphone or PDA may adopt Android-based or Windows 7 mobile-based, and apply any type of smartphone or PDA such as Apple's iPhone series, Samsung's Galaxy series, LG Electronics' Optimus series, etc. This is possible.

If the received vehicle number matches the wanted vehicle or stolen vehicle number, the information is transmitted to the smartphone or PDA when it is not a licensed vehicle in the designated parking space and displayed on the screen so that the user can take further action.

On the other hand, the illegal parking control means 200,

An illegal parking vehicle information storage unit for storing the authenticated ID information, the extracted vehicle number, license plate image, surrounding image image, and address information for each authenticated ID;

A fine calculation unit for calculating a fine of the vehicle number;

A vehicle information storage unit for storing and managing wanted vehicle information, stolen vehicle information, and licensed vehicle information of a designated parking space;

Vehicle number contrast determination unit for comparing the vehicle number stored in the vehicle information storage unit and the vehicle number transmitted from the smartphone or PDA, and

It may be configured to include a determination information transmitting unit for transmitting the determination information determined by the vehicle number contrast determination unit to a smartphone or a PDA.

That is, the information transmitted from the smart phone or PDA is stored and managed for each ID information authorized in the illegal parking vehicle information storage unit.

In addition, it is a matter of course that the image to be sent includes photographed time information.

This is evidence to be used as reference information for processing compensation.

If you use a smartphone or PDA that can verify your identity, the National Police Agency or a public agency can select a specific person to crack down on illegal parking, according to certain criteria. It will be easy to use in places, and it will be able to provide job creation.

On the other hand, the vehicle information storage unit for storing and managing the wanted vehicle information, stolen vehicle information and the licensed vehicle information of the designated parking space,

A vehicle number contrast determining unit for comparing the vehicle number stored in the vehicle information storage unit with the vehicle number transmitted from the portable terminal;

The apparatus may further include a determination information transmitting unit configured to transmit the determination information determined by the vehicle number contrast determining unit to the portable terminal.

That is, the vehicle number comparison unit determines whether the wanted vehicle number, stolen vehicle number or licensed vehicle number is stored in the vehicle information storage unit. In this case, the holder of the smartphone or PDA must be a police officer or an owner who can enforce the law.

On the other hand, if the licensed vehicle information of the designated parking space stored in the vehicle information storage unit is determined whether the vehicle number registered in the designated area or not, if the vehicle number is not the corresponding information, that is, the text of the content that does not match the smart phone, etc. Or it can be sent to the PDA to immediately issue a sticker on the site, in this case, the owner of the smartphone or PDA should be a parking enforcement officer or a holder authorized for parking enforcement.

Through the configuration and operation as described above, a user whose identity is authenticated by using a smartphone or a PDA photographs a license plate image of an illegally parked vehicle, extracts a vehicle number, and obtains address information by referring to a location value of the vehicle. Display the license plate image and vehicle number and address information on the screen of the smartphone or PDA, and simultaneously transmit the license plate image and vehicle number and address information and ID information of the corresponding smartphone or PDA user to illegal parking control means. By imposing a fine on the car owner and rewarding the smartphone or PDA user who photographed it, it can provide authenticity controversy and work creation.

In addition, when matched with the wanted vehicle number or the stolen vehicle number, it can be sent to a smartphone or PDA to take an action such as arrest or foreclosure of the vehicle in the field, thereby providing an effect of performing a quick response.

Those skilled in the art to which the present invention pertains as described above may understand that the present invention may be implemented in other specific forms without changing the technical spirit or essential features of the present invention. Therefore, the above-described embodiments are to be understood as illustrative in all respects and not restrictive.

The scope of the invention is indicated by the following claims rather than the above description, and all changes or modifications derived from the meaning and scope of the claims and their equivalents should be construed as being included in the scope of the invention. do.

100: portable terminal
200: illegal parking control means

Claims (5)

  1. delete
  2. In the portable illegal and traffic violation enforcement system,
    A camera unit for photographing a face image and a video of a vehicle;
    A face image analyzer for extracting feature values by analyzing a face image obtained from the camera unit;
    A face image feature value storage unit for storing feature values of a face image for identification;
    An identity authentication unit for performing identity authentication by comparing the feature values analyzed by the face image analyzer with reference to the feature values stored in the face image feature value storage unit;
    A photographing signal transmitter for transmitting a photographing signal to the camera unit when the identification is completed;
    An image correction unit for acquiring a photographed vehicle image and performing backlight correction, tilt correction, and noise removal;
    A finding unit for obtaining only a license plate area by setting coordinates by finding a group of character strings from an image corrected through the image correction unit;
    Recognize each letter and number individually in the license plate area obtained through the Finding unit, remove noise and group the features of the binned image through labeling to remove the group of conditions that cannot be a member of the letter. License plate recognition unit for obtaining only numbers,
    Image information storage unit for storing the image and license plate image and text information and the surrounding image taken by the camera unit,
    A position value extraction unit for extracting a position value of the vehicle;
    An address information acquisition unit for obtaining address information corresponding to the location value extracted by the location value extraction unit;
    A screen display unit for displaying a vehicle number consisting of license plate images and text stored in the image information storage unit and address information obtained by the address information acquisition unit on a display screen;
    A wireless communication unit for transmitting the extracted vehicle number, license plate image, surrounding image image, and address information to an illegal parking control means;
    A portable terminal including a central control unit for controlling a signal flow between the respective units;
    And illegal parking control means for receiving an ID from the portable terminal, the extracted vehicle number, vehicle license plate image, and surrounding image image to impose a fine.
  3. The method of claim 2,
    The finding part,
    Portable illegal and traffic violation enforcement system, characterized in that to minimize the recognition area by using the coordinate value.
  4. delete
  5. delete
KR1020110018105A 2011-02-28 2011-02-28 Wanted-vehicle and illegal parking crackdown system KR101057882B1 (en)

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PCT/KR2012/001014 WO2012118283A2 (en) 2011-02-28 2012-02-10 Portable system for enforcement against illegal activities and traffic violations

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