CN112418119A - 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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- CN112418119A CN112418119A CN202011358231.1A CN202011358231A CN112418119A CN 112418119 A CN112418119 A CN 112418119A CN 202011358231 A CN202011358231 A CN 202011358231A CN 112418119 A CN112418119 A CN 112418119A
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- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/50—Context or environment of the image
- G06V20/52—Surveillance or monitoring of activities, e.g. for recognising suspicious objects
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- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/20—Image preprocessing
- G06V10/26—Segmentation of patterns in the image field; Cutting or merging of image elements to establish the pattern region, e.g. clustering-based techniques; Detection of occlusion
- G06V10/267—Segmentation of patterns in the image field; Cutting or merging of image elements to establish the pattern region, e.g. clustering-based techniques; Detection of occlusion by performing operations on regions, e.g. growing, shrinking or watersheds
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- 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
- G06V20/63—Scene text, e.g. street names
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- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
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- G—PHYSICS
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- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/60—Type of objects
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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 comprises a plurality of illegal parking monitoring terminals and a community monitoring center; the community monitoring center is respectively in communication connection with the illegal parking monitoring terminals; the illegal parking monitoring terminal comprises a microprocessor, a storage module, an image processing module, a face recognition module, a license plate recognition module, a parking area identification module and a wireless transmission module. After the license plate recognition module recognizes that the non-motor vehicle is parked in an illegal way, the microprocessor controls the image processing module to segment a face image and/or a license plate image and respectively transmits the face image and/or the license plate image to the face recognition module and the license plate recognition module; the face recognition module and the license plate recognition module respectively recognize the face image and the license plate image to respectively and correspondingly acquire identity information and a license plate number; the microprocessor transmits the parking photo and the identity recognition information to the community 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 illegal parking monitoring terminals and a community monitoring center; the community monitoring center is respectively in communication connection with the illegal parking monitoring terminals;
the illegal parking monitoring terminal comprises a microprocessor, a storage module, an image processing module, a face recognition module, a license plate recognition module, a parking area identification module and a wireless transmission module; the microprocessor is respectively connected with the storage module, the image processing module, the face recognition module, the license plate recognition module and the wireless transmission module 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 module;
the license plate recognition module is used for recognizing whether the non-motor vehicle is illegally parked and transmitting a parking photo of the illegal parking to the microprocessor; after the microprocessor receives the parking photo of the illegal parking, the microprocessor starts an identity recognition mode; under the identity recognition mode, the microprocessor controls the image processing module to segment a face image and/or a license plate image; the image processing module transmits the face image to the face recognition module and transmits the license plate image to the license plate recognition module; the face recognition module 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; the license plate recognition module 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; the microprocessor controls the wireless transmission module to transmit the parking photo and the identity recognition information to the community monitoring center; the identification information comprises identification information and/or a license plate number.
As a preferred technical scheme, the community 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 community monitoring center is used for updating the community face image in the central database to the face database of the illegal monitoring terminal.
As a preferred technical scheme, the license plate number database comprises all independent license plate number models; the license plate recognition module is used for dividing the license plate image into a plurality of single character images; and the license plate recognition module 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, 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 an optimal technical scheme, if the identity identification information at least includes identity information, the community monitoring center transmits a parking photo and a violation prompt to the mobile terminal of the identity information according to the identity information.
As an optimal technical scheme, if the identity identification information only includes a license plate number, the community monitoring center obtains identity information according to the license plate number and a license plate identity table, transmits a parking photo and an illegal parking prompt to the 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 image processing module;
a01: the license plate recognition module recognizes whether the non-motor vehicle is illegally parked; if yes, A02 is executed; if not, executing A00;
a02: the microprocessor controls the image processing module to segment a face image and/or a license plate image;
a03: the image processing module transmits the face image to the face recognition module and transmits the license plate image to the license plate recognition module;
a04: the face recognition module 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;
a05: the license plate recognition module 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;
a06: the microprocessor controls the wireless transmission module to transmit the parking photo and the identity recognition information to the community monitoring center.
As an optimal technical scheme, if the identity identification information at least includes identity information, the community monitoring center transmits a parking photo and a violation prompt to the mobile terminal of the identity information according to the identity information.
As an optimal technical scheme, if the identity identification information only includes a license plate number, the community monitoring center obtains identity information according to the license plate number and a license plate identity table, transmits a parking photo and an illegal parking prompt to the mobile terminal of the identity information.
The invention has the following beneficial effects:
the monitoring camera shoots a parking photo when the non-motor vehicle parks and transmits the parking photo to the image processing module, and after the license plate recognition module recognizes that the non-motor vehicle parks in violation, the microprocessor controls the image processing module to segment a face image and/or a license plate image and respectively transmits the face image and/or the license plate image to the face recognition module and the license plate recognition module; the face recognition module and the license plate recognition module respectively recognize the face image and the license plate image to respectively and correspondingly acquire identity information and a license plate number; the microprocessor transmits the parking photo and the identity recognition information to the community monitoring center; the non-motor vehicle parking monitoring is facilitated, and the monitoring efficiency is improved.
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 the method for monitoring illegal parking of non-motor vehicles based on image recognition according to the present invention.
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 illegal parking monitoring terminals and a community monitoring center; the community monitoring center is respectively in communication connection with the illegal parking monitoring terminals; the illegal parking monitoring terminal comprises a microprocessor, a storage module, an image processing module, a face recognition module, a license plate recognition module, a parking area identification module and a wireless transmission module; the wireless transmission module adopts a 3G module or a 4G module; the microprocessor is respectively connected with the storage module, the image processing module, the face recognition module, the license plate recognition module and the wireless transmission module 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 module; specifically, the parking shed is arranged around the top in the parking shed and faces towards a parking area of the parking shed and a surrounding area of the parking area;
the license plate recognition module is used for recognizing whether the non-motor vehicle is illegally parked and transmitting parking photos of the illegal parking to the microprocessor; specifically, a parking area is divided on the bottom surface of the parking shed, and non-motor vehicles outside the parking area are illegally parked; after the microprocessor receives the parking photo of the illegal parking, the microprocessor starts an identity recognition mode; under the identification mode, the microprocessor controls the image processing module to segment a face image and/or a license plate image; the image processing module transmits the face image to the face recognition module and transmits the license plate image to the license plate recognition module; the face recognition module 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; the license plate recognition module 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; the microprocessor controls the wireless transmission module to transmit the parking photo and the identity recognition information to the community monitoring center; the identification information includes identification information and/or a license plate number.
In addition, the community 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; the community monitoring center is used for updating the community face image in the central database to the face database of the illegal monitoring terminal; specifically, the license plate number database comprises all independent license plate character number models; the license plate recognition module is used for dividing the license plate image into a plurality of single character images; the license plate recognition module is used for comparing and recognizing a plurality of single character images divided from the same license plate image with a license plate character number model in a license plate number database to obtain a license plate number;
in addition, 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; when the system is actually used, if the identity identification information at least comprises identity information, the community monitoring center transmits a parking photo and illegal parking reminding to the mobile terminal of the identity information according to the identity information; and if the identity identification information only comprises the license plate number, the community monitoring center compares the license plate identity table according to the license plate number to acquire the identity information and transmits the parking photo and the illegal parking prompt to the 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 image processing module;
a01: the license plate recognition module recognizes whether the non-motor vehicle is illegally parked; if yes, A02 is executed; if not, executing A00;
a02: the microprocessor controls the image processing module to segment a face image and/or a license plate image;
a03: the image processing module transmits the face image to the face recognition module and transmits the license plate image to the license plate recognition module;
a04: the face recognition module 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;
a05: the license plate recognition module 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;
a06: the microprocessor controls the wireless transmission module to transmit the parking photo and the identity recognition information to the community monitoring center.
In addition, if the identity identification information at least comprises identity information, the community monitoring center transmits a parking photo and an illegal parking prompt to the mobile terminal of the identity information according to the identity information; and if the identity identification information only comprises the license plate number, the community monitoring center compares the license plate identity table according to the license plate number to acquire the identity information and transmits the parking photo and the illegal parking prompt to the mobile terminal of the identity information.
When the intelligent parking system is actually used, the monitoring camera shoots parking photos of the non-motor vehicles during parking and transmits the parking photos to the image processing module, and after the license plate recognition module recognizes that the non-motor vehicles are in illegal parking, the microprocessor controls the image processing module to segment human face images and/or license plate images and respectively transmits the human face images and/or license plate images to the human face recognition module and the license plate recognition module; the face recognition module and the license plate recognition module respectively recognize the face image and the license plate image to respectively and correspondingly acquire identity information and a license plate number; the microprocessor transmits the parking photo and the identity recognition information to the community monitoring center; the non-motor vehicle parking monitoring is facilitated, and the monitoring efficiency is improved.
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 (9)
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 illegal parking monitoring terminals and a community monitoring center; the community monitoring center is respectively in communication connection with the illegal parking monitoring terminals;
the illegal parking monitoring terminal comprises a microprocessor, a storage module, an image processing module, a face recognition module, a license plate recognition module, a parking area identification module and a wireless transmission module; the microprocessor is respectively connected with the storage module, the image processing module, the face recognition module, the license plate recognition module and the wireless transmission module 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 module;
the license plate recognition module is used for recognizing whether the non-motor vehicle is illegally parked and transmitting a parking photo of the illegal parking to the microprocessor; after the microprocessor receives the parking photo of the illegal parking, the microprocessor starts an identity recognition mode; under the identity recognition mode, the microprocessor controls the image processing module to segment a face image and/or a license plate image; the image processing module transmits the face image to the face recognition module and transmits the license plate image to the license plate recognition module; the face recognition module 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; the license plate recognition module 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; the microprocessor controls the wireless transmission module to transmit the parking photo and the identity recognition information to the community monitoring center; the identification information comprises identification information and/or a license plate number.
2. The image recognition-based non-motor vehicle illegal parking monitoring system according to claim 1, wherein the community 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 community monitoring center is used for updating the community face image in the central database to the face database of the illegal monitoring terminal.
3. The image recognition based non-motor vehicle illegal parking monitoring system according to claim 2, characterized in that the license plate number database comprises all independent license plate number models; the license plate recognition module is used for dividing the license plate image into a plurality of single character images; and the license plate recognition module 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.
4. The image recognition-based non-motor vehicle parking violation monitoring system according to claim 3 wherein said central database stores a license plate identity table; the identity information in the license plate identity meter corresponds to the license plate number one by one.
5. The non-motor vehicle parking violation monitoring system based on image recognition as claimed in claim 4, wherein if the identification information at least comprises identification information, the community monitoring center transmits a parking photo and a parking violation reminder to the mobile terminal of the identification information according to the identification information.
6. The non-motor vehicle illegal parking monitoring system based on image recognition according to claim 4, wherein if the identity recognition information only comprises a license plate number, the community monitoring center obtains identity information according to the license plate number and a license plate identity table, and transmits a parking photo and illegal parking reminding to a 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 image processing module;
a01: the license plate recognition module recognizes whether the non-motor vehicle is illegally parked; if yes, A02 is executed; if not, executing A00;
a02: the microprocessor controls the image processing module to segment a face image and/or a license plate image;
a03: the image processing module transmits the face image to the face recognition module and transmits the license plate image to the license plate recognition module;
a04: the face recognition module 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;
a05: the license plate recognition module 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;
a06: the microprocessor controls the wireless transmission module to transmit the parking photo and the identity recognition information to the community monitoring center.
8. The image recognition-based non-motor vehicle illegal parking monitoring method according to claim 7, characterized in that if the identity recognition information at least comprises identity information, the community monitoring center transmits a parking photo and an illegal parking prompt to a mobile terminal of the identity information according to the identity information.
9. The image recognition-based non-motor vehicle illegal parking monitoring method according to claim 7, characterized in that if the identity recognition information only comprises a license plate number, the community monitoring center compares the license plate number with an identity table to obtain identity information according to the license plate number, and transmits a parking photo and illegal parking prompt to a mobile terminal of the identity information.
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| Application Number | Priority Date | Filing Date | Title |
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| CN202011358231.1A CN112418119A (en) | 2020-11-27 | 2020-11-27 | Non-motor vehicle illegal parking monitoring system and method based on image recognition |
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| CN202011358231.1A CN112418119A (en) | 2020-11-27 | 2020-11-27 | Non-motor vehicle illegal parking monitoring system and method based on image recognition |
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Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113052069A (en) * | 2021-03-24 | 2021-06-29 | 安徽超视野智能科技有限公司 | Non-motor vehicle illegal parking monitoring system and method based on image recognition |
| CN113158852A (en) * | 2021-04-08 | 2021-07-23 | 浙江工业大学 | Traffic gate monitoring system based on face and non-motor vehicle collaborative recognition |
| CN113380047A (en) * | 2021-06-22 | 2021-09-10 | 重庆盛海科技发展有限公司 | Illegal parking detection method based on traditional camera |
| CN115273299A (en) * | 2022-07-19 | 2022-11-01 | 无锡职业技术学院 | Non-motor vehicle information management system |
| CN115565227A (en) * | 2022-10-08 | 2023-01-03 | 国家计算机网络与信息安全管理中心 | Intelligent networking automobile data compliance assessment method and device |
-
2020
- 2020-11-27 CN CN202011358231.1A patent/CN112418119A/en not_active Withdrawn
Cited By (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113052069A (en) * | 2021-03-24 | 2021-06-29 | 安徽超视野智能科技有限公司 | Non-motor vehicle illegal parking monitoring system and method based on image recognition |
| CN113158852A (en) * | 2021-04-08 | 2021-07-23 | 浙江工业大学 | Traffic gate monitoring system based on face and non-motor vehicle collaborative recognition |
| CN113158852B (en) * | 2021-04-08 | 2024-03-29 | 浙江工业大学 | Traffic gate monitoring system based on face and non-motor vehicle cooperative identification |
| CN113380047A (en) * | 2021-06-22 | 2021-09-10 | 重庆盛海科技发展有限公司 | Illegal parking detection method based on traditional camera |
| CN115273299A (en) * | 2022-07-19 | 2022-11-01 | 无锡职业技术学院 | Non-motor vehicle information management system |
| CN115565227A (en) * | 2022-10-08 | 2023-01-03 | 国家计算机网络与信息安全管理中心 | Intelligent networking automobile data compliance assessment method and device |
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