CN113052069A - Non-motor vehicle illegal parking monitoring system and method based on image recognition - Google Patents
Non-motor vehicle illegal parking monitoring system and method based on image recognition Download PDFInfo
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- CN113052069A CN113052069A CN202110315753.1A CN202110315753A CN113052069A CN 113052069 A CN113052069 A CN 113052069A CN 202110315753 A CN202110315753 A CN 202110315753A CN 113052069 A CN113052069 A CN 113052069A
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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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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
- G06V30/10—Character recognition
- G06V30/14—Image acquisition
- G06V30/148—Segmentation of character regions
- G06V30/153—Segmentation of character regions using recognition of characters or words
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- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/01—Detecting movement of traffic to be counted or controlled
- G08G1/017—Detecting movement of traffic to be counted or controlled identifying vehicles
- G08G1/0175—Detecting movement of traffic to be counted or controlled identifying vehicles by photographing vehicles, e.g. when violating traffic rules
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/60—Type of objects
- G06V20/62—Text, e.g. of license plates, overlay texts or captions on TV images
- G06V20/625—License plates
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
- G06V30/10—Character recognition
Abstract
The invention discloses a non-motor vehicle illegal parking monitoring system and method based on image recognition, and relates to the technical field of image recognition. The invention discloses a plurality of carport monitoring terminals and an illegal parking monitoring center; the illegal parking monitoring center is in communication connection with the plurality of carport monitoring terminals respectively. The monitoring camera shoots a parking picture when the non-motor vehicle parks and transmits the parking picture to the parking area identification unit through the image processing unit; the parking area identification unit identifies whether the non-motor vehicle is illegally parked and transmits a parking identification result to the microprocessor; if the microprocessor judges that the parking recognition result is illegal parking, the image recognition unit divides a face image from the parking photo and transmits the face image to the face recognition unit, the face recognition unit controls the face image to be compared with a face database for recognition to obtain identity information and transmits the identity information to the microprocessor, and then the identity information and the parking photo are transmitted to an illegal parking monitoring center; the non-motor vehicle parking monitoring is facilitated, and the monitoring efficiency is improved.
Description
Technical Field
The invention belongs to the technical field of image recognition, and particularly relates to a non-motor vehicle illegal parking monitoring system and method based on image recognition.
Background
The non-motor vehicle is used as the most convenient vehicle for long distance in cities, and is commonly used in large, medium and small cities. The electric vehicle in the non-motor vehicle is more and more popular among citizens as a vehicle which is relatively convenient and fast in medium and long distance; to facilitate traffic management; such non-motorized vehicles also require a boarding pass. Residents in the existing community use electric vehicles as transportation means, and convenient management of non-motor vehicles in the community is facilitated. Parking sheds special for parking non-motor vehicles are covered in communities frequently, and parking areas are divided in the parking sheds for convenient parking management; however, the residents often stop in the parking shed in a disordered manner, and cannot park the electric vehicles according to the divided parking areas, so that the residents stop outside the parking areas, the parking is disordered, and the management personnel are inconvenient.
In order to solve the problems, the invention provides a non-motor vehicle illegal parking monitoring system and method based on image identification.
Disclosure of Invention
The invention aims to provide a non-motor vehicle illegal parking monitoring system and method based on image recognition, which are used for solving the technical problems in the background technology.
In order to solve the technical problems, the invention is realized by the following technical scheme:
the invention relates to a non-motor vehicle illegal parking monitoring system based on image identification, which comprises: the system comprises a plurality of carport monitoring terminals and an illegal parking monitoring center; the illegal parking monitoring center is in communication connection with the plurality of carport monitoring terminals respectively;
the carport monitoring terminal comprises a microprocessor, a storage unit, an image processing unit, a face recognition unit, a license plate recognition unit, a parking area identification unit and a wireless transmission unit; the microprocessor is respectively connected with the storage unit, the image processing unit, the face recognition unit, the license plate recognition unit and the wireless transmission unit through electric signals; the microprocessor is electrically connected with the plurality of monitoring cameras; the monitoring cameras are arranged at the top in the parking shed and used for shooting parking pictures of the non-motor vehicles during parking and transmitting the parking pictures to the image processing unit;
the parking area identification unit is used for identifying whether the non-motor vehicle is illegally parked and transmitting a parking identification result to the microprocessor; if the microprocessor judges that the parking recognition result is illegal parking, transmitting an identity recognition signal to the image recognition unit; after the image recognition unit receives the identity recognition signal, the image recognition unit divides a face image from the parking photo and transmits the face image to the face recognition unit;
the face recognition unit controls the face image to be compared with the face database for recognition to obtain identity information and transmits the identity information to the microprocessor; and the microprocessor controls the wireless transmission unit to transmit the identity information and the parking photos to the illegal parking monitoring center.
As a preferred technical scheme, if the image recognition unit does not segment a face image from the parking photo; the image recognition unit divides the license plate image from the parking photo and transmits the license plate image to the license plate recognition unit; the license plate recognition unit controls the license plate image to be compared with the license plate number database, so that the license plate number is obtained through recognition and is transmitted to the microprocessor.
As a preferred technical scheme, the microprocessor controls the license plate number to be compared with a license plate identity list to obtain identity information; the microprocessor controls the wireless transmission unit to transmit the identity information and the parking photos to the illegal parking monitoring center; a license plate identity table is stored in the central database; the identity information in the license plate identity meter corresponds to the license plate number one by one.
As a preferred technical scheme, the illegal parking monitoring center comprises a central database and a face image collector; the face image collector is used for collecting face images of communities and storing the face images into a central database; and the illegal parking monitoring center is used for updating the community face images in the central database to the face database of the carport monitoring terminal.
As a preferred technical scheme, the license plate number database comprises all independent license plate number models; the license plate recognition unit is used for dividing the license plate image into a plurality of single character images; and the license plate recognition unit is used for comparing and recognizing a plurality of single character images divided from the same license plate image with the license plate character number model in the license plate number database to obtain the license plate number.
As a preferred technical scheme, the illegal parking monitoring center transmits identity information, parking photos and illegal parking reminders to the personal mobile terminal of the identity information.
The non-motor vehicle illegal parking monitoring method based on image recognition comprises the following processes:
a00: the monitoring camera shoots a parking picture when the non-motor vehicle parks and transmits the parking picture to the parking area identification unit through the image processing unit;
a01: the parking area identification unit identifies whether the non-motor vehicle is illegally parked and transmits a parking identification result to the microprocessor;
a02: the microprocessor judges whether the parking recognition result is illegal parking; if yes, A03 is executed; if not, executing A00;
a03: the image recognition unit divides a face image from the parking photo and transmits the face image to the face recognition unit;
a04: the face recognition unit controls the face image to be compared with the face database for recognition to obtain identity information and transmits the identity information to the microprocessor;
a05: the face recognition unit controls the face image to be compared with the face database for recognition to obtain identity information and transmits the identity information to the microprocessor;
a06: the microprocessor controls the wireless transmission unit to transmit the identity information and the parking photos to the illegal parking monitoring center.
As a preferred technical solution, if the image recognition unit in a03 does not segment a face image from a parking photograph, the process is as follows:
b00: the image recognition unit divides a license plate image from the parking photo and transmits the license plate image to the license plate recognition unit;
b01: the license plate recognition unit controls the license plate image to be compared with the license plate number database for recognition to obtain a license plate number and transmits the license plate number to the microprocessor;
b02: the microprocessor controls the license plate number to be compared with a license plate identity table to obtain identity information;
b03: the microprocessor controls the wireless transmission unit to transmit the identity information and the parking photos to the illegal parking monitoring center;
b04: the illegal parking monitoring center transmits identity information, parking photos and illegal parking reminding to the personal mobile terminal of the identity information.
The invention has the following beneficial effects:
1. the monitoring camera shoots a parking picture when the non-motor vehicle parks and transmits the parking picture to the parking area identification unit through the image processing unit; the parking area identification unit identifies whether the non-motor vehicle is illegally parked and transmits a parking identification result to the microprocessor; if the microprocessor judges that the parking recognition result is illegal parking, the image recognition unit divides a face image from the parking photo and transmits the face image to the face recognition unit, the face recognition unit controls the face image to be compared with a face database for recognition to obtain identity information and transmits the identity information to the microprocessor, and then the identity information and the parking photo are transmitted to an illegal parking monitoring center; the non-motor vehicle parking monitoring is facilitated, and the monitoring efficiency is improved.
2. If the image recognition unit does not segment the face image from the parking photo, the image recognition unit segments the license plate image from the parking photo and transmits the license plate image to the license plate recognition unit; the license plate recognition unit controls the license plate image to be compared with the license plate number database for recognition to obtain a license plate number and transmits the license plate number to the microprocessor, and the microprocessor controls the license plate number to be compared with the license plate identity table to obtain identity information; the microprocessor controls the wireless transmission unit to transmit the identity information and the parking pictures to the illegal parking monitoring center, so that efficient supervision, convenience and high efficiency on illegal parking are realized under the condition that face images are not shot.
Of course, it is not necessary for any product in which the invention is practiced to achieve all of the above-described advantages at the same time.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings used in the description of the embodiments will be briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art that other drawings can be obtained according to the drawings without creative efforts.
FIG. 1 is a schematic diagram of a non-motor vehicle parking violation monitoring system based on image recognition according to the present invention;
FIG. 2 is a flow chart of a method for monitoring illegal parking of a non-motor vehicle based on image recognition according to the present invention;
FIG. 3 is a flowchart of a process of the image recognition unit of the present invention to extract facial images from parking photos without segmentation.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the 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, the present invention is a non-motor vehicle illegal parking monitoring system based on image recognition, comprising: the system comprises a plurality of carport monitoring terminals and an illegal parking monitoring center; the illegal parking monitoring center is respectively in communication connection with the plurality of carport monitoring terminals; the carport monitoring terminal comprises a microprocessor, a storage unit, an image processing unit, a face recognition unit, a license plate recognition unit, a parking area identification unit and a wireless transmission unit; the microprocessor is respectively connected with the storage unit, the image processing unit, the face recognition unit, the license plate recognition unit and the wireless transmission unit through electric signals; the microprocessor is electrically connected with the plurality of monitoring cameras; the monitoring cameras are arranged at the top in the parking shed and used for shooting parking pictures of the non-motor vehicles during parking and transmitting the parking pictures to the image processing unit;
the parking area identification unit is used for identifying whether the non-motor vehicle is illegally parked and transmitting a parking identification result to the microprocessor; if the microprocessor judges that the parking recognition result is illegal parking, transmitting an identity recognition signal to the image recognition unit; after the image recognition unit receives the identity recognition signal, the image recognition unit divides a face image from the parking photo and transmits the face image to the face recognition unit; the face recognition unit controls the face image to be compared with the face database for recognition to obtain identity information and transmits the identity information to the microprocessor; the microprocessor controls the wireless transmission unit to transmit the identity information and the parking photos to the illegal parking monitoring center; specifically, the illegal parking monitoring center comprises a central database and a face image collector; the face image collector is used for collecting face images of communities and storing the face images into a central database; and the illegal parking monitoring center is used for updating the community face images in the central database to the face database of the carport monitoring terminal.
In addition, if the image recognition unit does not segment the face image from the parking photo; the image recognition unit divides the license plate image from the parking photo and transmits the license plate image to the license plate recognition unit; the license plate recognition unit controls the license plate image to be compared with the license plate number database for recognition to obtain a license plate number and transmits the license plate number to the microprocessor; actually, the microprocessor controls the license plate number to be compared with a license plate identity table to obtain identity information; the microprocessor controls the wireless transmission unit to transmit the identity information and the parking photos to the illegal parking monitoring center; a license plate identity table is stored in the central database; the identity information in the license plate identity meter corresponds to license plate numbers one by one; specifically, the license plate number database comprises all independent license plate character number models; the license plate recognition unit is used for dividing the license plate image into a plurality of single character images; and the license plate recognition unit is used for comparing and recognizing a plurality of single character images divided from the same license plate image with the license plate character number model in the license plate number database to obtain the license plate number.
In order to achieve the reminding effect, the illegal parking monitoring center transmits identity information, parking photos and illegal parking reminding to the personal mobile terminal of the identity information.
Referring to fig. 2, the method for monitoring illegal parking of a non-motor vehicle based on image recognition includes the following steps:
a00: the monitoring camera shoots a parking picture when the non-motor vehicle parks and transmits the parking picture to the parking area identification unit through the image processing unit;
a01: the parking area identification unit identifies whether the non-motor vehicle is illegally parked and transmits a parking identification result to the microprocessor;
a02: the microprocessor judges whether the parking recognition result is illegal parking; if yes, A03 is executed; if not, executing A00;
a03: the image recognition unit divides a face image from the parking photo and transmits the face image to the face recognition unit;
a04: the face recognition unit controls the face image to be compared with the face database for recognition to obtain identity information and transmits the identity information to the microprocessor;
a05: the microprocessor controls the wireless transmission unit to transmit the identity information and the parking photos to the illegal parking monitoring center.
Referring to fig. 3, if the image recognition unit in a03 does not segment a face image from a parking photograph, the process is as follows:
b00: the image recognition unit divides a license plate image from the parking photo and transmits the license plate image to the license plate recognition unit;
b01: the license plate recognition unit controls the license plate image to be compared with the license plate number database for recognition to obtain a license plate number and transmits the license plate number to the microprocessor;
b02: the microprocessor controls the license plate number to be compared with a license plate identity table to obtain identity information;
b03: the microprocessor controls the wireless transmission unit to transmit the identity information and the parking photos to the illegal parking monitoring center;
b04: the illegal parking monitoring center transmits identity information, parking photos and illegal parking reminding to the personal mobile terminal of the identity information.
When the parking area identification system is actually used, the monitoring camera shoots a parking picture when a non-motor vehicle parks and transmits the parking picture to the parking area identification unit through the image processing unit; the parking area identification unit identifies whether the non-motor vehicle is illegally parked and transmits a parking identification result to the microprocessor; if the microprocessor judges that the parking recognition result is illegal parking, the image recognition unit divides a face image from the parking photo and transmits the face image to the face recognition unit, the face recognition unit controls the face image to be compared with a face database for recognition to obtain identity information and transmits the identity information to the microprocessor, and then the identity information and the parking photo are transmitted to an illegal parking monitoring center; the non-motor vehicle parking monitoring is facilitated, and the monitoring efficiency is improved.
In addition, if the image recognition unit does not segment the face image from the parking photo, the image recognition unit segments the license plate image from the parking photo and transmits the license plate image to the license plate recognition unit; the license plate recognition unit controls the license plate image to be compared with the license plate number database for recognition to obtain a license plate number and transmits the license plate number to the microprocessor, and the microprocessor controls the license plate number to be compared with the license plate identity table to obtain identity information; the microprocessor controls the wireless transmission unit to transmit the identity information and the parking pictures to the illegal parking monitoring center, so that efficient supervision, convenience and high efficiency on illegal parking are realized under the condition that face images are not shot.
It should be noted that, in the above system embodiment, each included unit is only divided according to functional logic, but is not limited to the above division as long as the corresponding function can be implemented; in addition, specific names of the functional units are only for convenience of distinguishing from each other, and are not used for limiting the protection scope of the present invention.
In addition, it is understood by those skilled in the art that all or part of the steps in the method for implementing the embodiments described above may be implemented by a program instructing associated hardware, and the corresponding program may be stored in a computer-readable storage medium.
The preferred embodiments of the invention disclosed above are intended to be illustrative only. The preferred embodiments are not intended to be exhaustive or to limit the invention to the precise embodiments disclosed. Obviously, many modifications and variations are possible in light of the above teaching. The embodiments were chosen and described in order to best explain the principles of the invention and the practical application, to thereby enable others skilled in the art to best utilize the invention. The invention is limited only by the claims and their full scope and equivalents.
Claims (8)
1. Non-motor vehicle monitoring system that violating the time based on image recognition, its characterized in that includes: the system comprises a plurality of carport monitoring terminals and an illegal parking monitoring center; the illegal parking monitoring center is in communication connection with the plurality of carport monitoring terminals respectively;
the carport monitoring terminal comprises a microprocessor, a storage unit, an image processing unit, a face recognition unit, a license plate recognition unit, a parking area identification unit and a wireless transmission unit; the microprocessor is respectively connected with the storage unit, the image processing unit, the face recognition unit, the license plate recognition unit and the wireless transmission unit through electric signals; the microprocessor is electrically connected with the plurality of monitoring cameras; the monitoring cameras are arranged at the top in the parking shed and used for shooting parking pictures of the non-motor vehicles during parking and transmitting the parking pictures to the image processing unit;
the parking area identification unit is used for identifying whether the non-motor vehicle is illegally parked and transmitting a parking identification result to the microprocessor; if the microprocessor judges that the parking recognition result is illegal parking, transmitting an identity recognition signal to the image recognition unit; after the image recognition unit receives the identity recognition signal, the image recognition unit divides a face image from the parking photo and transmits the face image to the face recognition unit;
the face recognition unit controls the face image to be compared with the face database for recognition to obtain identity information and transmits the identity information to the microprocessor; and the microprocessor controls the wireless transmission unit to transmit the identity information and the parking photos to the illegal parking monitoring center.
2. The system of claim 1, wherein if the image recognition unit does not segment the face image from the parking photo; the image recognition unit divides the license plate image from the parking photo and transmits the license plate image to the license plate recognition unit; the license plate recognition unit controls the license plate image to be compared with the license plate number database, so that the license plate number is obtained through recognition and is transmitted to the microprocessor.
3. The image recognition-based non-motor vehicle illegal parking monitoring system according to claim 2, wherein the microprocessor controls the comparison of the license plate number and the license plate identity table to obtain identity information; the microprocessor controls the wireless transmission unit to transmit the identity information and the parking photos to the illegal parking monitoring center; a license plate identity table is stored in the central database; the identity information in the license plate identity meter corresponds to the license plate number one by one.
4. The non-motor vehicle illegal parking monitoring system based on image recognition according to claim 3, characterized in that the illegal parking monitoring center comprises a central database and a face image collector; the face image collector is used for collecting face images of communities and storing the face images into a central database; and the illegal parking monitoring center is used for updating the community face images in the central database to the face database of the carport monitoring terminal.
5. The image recognition based non-motor vehicle illegal parking monitoring system according to claim 4, characterized in that the license plate number database comprises all independent license plate number models; the license plate recognition unit is used for dividing the license plate image into a plurality of single character images; and the license plate recognition unit is used for comparing and recognizing a plurality of single character images divided from the same license plate image with the license plate character number model in the license plate number database to obtain the license plate number.
6. The non-motor vehicle illegal parking monitoring system based on image recognition is characterized in that the illegal parking monitoring center transmits identity information, parking photos and illegal parking reminders to a personal mobile terminal of the identity information.
7. The non-motor vehicle illegal parking monitoring method based on image recognition is characterized by comprising the following processes:
a00: the monitoring camera shoots a parking picture when the non-motor vehicle parks and transmits the parking picture to the parking area identification unit through the image processing unit;
a01: the parking area identification unit identifies whether the non-motor vehicle is illegally parked and transmits a parking identification result to the microprocessor;
a02: the microprocessor judges whether the parking recognition result is illegal parking; if yes, A03 is executed; if not, executing A00;
a03: the image recognition unit divides a face image from the parking photo and transmits the face image to the face recognition unit;
a04: the face recognition unit controls the face image to be compared with the face database for recognition to obtain identity information and transmits the identity information to the microprocessor;
a05: the face recognition unit controls the face image to be compared with the face database for recognition to obtain identity information and transmits the identity information to the microprocessor;
a06: the microprocessor controls the wireless transmission unit to transmit the identity information and the parking photos to the illegal parking monitoring center.
8. The method for monitoring illegal parking of non-motor vehicle based on image recognition as claimed in claim 7, wherein if the image recognition unit in A03 does not segment facial image from the parking photo, the process is as follows:
b00: the image recognition unit divides a license plate image from the parking photo and transmits the license plate image to the license plate recognition unit;
b01: the license plate recognition unit controls the license plate image to be compared with the license plate number database for recognition to obtain a license plate number and transmits the license plate number to the microprocessor;
b02: the microprocessor controls the license plate number to be compared with a license plate identity table to obtain identity information;
b03: the microprocessor controls the wireless transmission unit to transmit the identity information and the parking photos to the illegal parking monitoring center;
b04: the illegal parking monitoring center transmits identity information, parking photos and illegal parking reminding to the personal mobile terminal of the identity information.
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