CN112820139B - Security monitoring method and system based on big data and artificial intelligence, electronic equipment and computer storage medium - Google Patents
Security monitoring method and system based on big data and artificial intelligence, electronic equipment and computer storage medium Download PDFInfo
- Publication number
- CN112820139B CN112820139B CN202110006875.2A CN202110006875A CN112820139B CN 112820139 B CN112820139 B CN 112820139B CN 202110006875 A CN202110006875 A CN 202110006875A CN 112820139 B CN112820139 B CN 112820139B
- Authority
- CN
- China
- Prior art keywords
- vehicle
- parking space
- resident
- parking
- license plate
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
Images
Classifications
-
- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/14—Traffic control systems for road vehicles indicating individual free spaces in parking areas
- G08G1/149—Traffic control systems for road vehicles indicating individual free spaces in parking areas coupled to means for restricting the access to the parking space, e.g. authorization, access barriers, indicative lights
-
- G—PHYSICS
- G07—CHECKING-DEVICES
- G07B—TICKET-ISSUING APPARATUS; FARE-REGISTERING APPARATUS; FRANKING APPARATUS
- G07B15/00—Arrangements or apparatus for collecting fares, tolls or entrance fees at one or more control points
- G07B15/02—Arrangements or apparatus for collecting fares, tolls or entrance fees at one or more control points taking into account a variable factor such as distance or time, e.g. for passenger transport, parking systems or car rental systems
-
- G—PHYSICS
- G07—CHECKING-DEVICES
- G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
- G07C9/00—Individual registration on entry or exit
- G07C9/20—Individual registration on entry or exit involving the use of a pass
- G07C9/22—Individual registration on entry or exit involving the use of a pass in combination with an identity check of the pass holder
-
- G—PHYSICS
- G07—CHECKING-DEVICES
- G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
- G07C9/00—Individual registration on entry or exit
- G07C9/20—Individual registration on entry or exit involving the use of a pass
- G07C9/22—Individual registration on entry or exit involving the use of a pass in combination with an identity check of the pass holder
- G07C9/25—Individual registration on entry or exit involving the use of a pass in combination with an identity check of the pass holder using biometric data, e.g. fingerprints, iris scans or voice recognition
-
- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B3/00—Audible signalling systems; Audible personal calling systems
- G08B3/10—Audible signalling systems; Audible personal calling systems using electric transmission; using electromagnetic transmission
-
- 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
Landscapes
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Engineering & Computer Science (AREA)
- Human Computer Interaction (AREA)
- Business, Economics & Management (AREA)
- Finance (AREA)
- Electromagnetism (AREA)
- Computer Security & Cryptography (AREA)
- Traffic Control Systems (AREA)
Abstract
The invention discloses a security monitoring method, a security monitoring system, electronic equipment and a computer storage medium based on big data and artificial intelligence, when a vehicle drives into a resident parking space, the license plate number corresponding to the resident parking space is respectively compared with the license plate number of the vehicle, the face image of a driver of the vehicle is respectively compared with the face image of the resident parking space, when the vehicle drives into the parking space, the outline of the vehicle body is respectively compared with the sideline of the parking space, the height of the chassis of the vehicle is respectively compared with the height of an obstacle in the parking space, if the comparison fails, a buzzer gives an alarm, the parking space resources in a community are fully utilized, and the parking requirements of residents and visitors are met, set up high definition digtal camera and bee calling organ simultaneously and restrict the indiscriminate condition of occupying the parking stall of vehicle, realize the orderly management to the district parking stall, alleviateed property staff's the work degree of difficulty, made things convenient for resident's life.
Description
Technical Field
The invention belongs to the technical field of intelligent security monitoring, and relates to a security monitoring method and system based on big data and artificial intelligence, electronic equipment and a computer storage medium.
Background
With the development of city construction and the improvement of life quality, the number of private cars is increasingly huge, cars enter common people more and more, and the difficulty in parking in residential districts becomes an increasingly serious social problem. For residential communities of increasing size, in addition to the management of personnel safety, the management of vehicles is also required.
At present, due to the initial design problem, parking spaces in the residential areas cannot meet the parking problem of vehicles of residential areas, parking spaces are often disorderly parked and robbed, vehicles are not parked according to regulations, and owners who buy and rent the parking spaces cannot really enjoy own parking spaces or the problem that vehicles cannot be parked correctly due to the technical problem of car owners is caused in many residential areas. For example, one vehicle occupies two parking spaces, the head of the vehicle is outside the parking space line, the tail of the vehicle is outside the parking space line, the vehicle is very close to one side, and the like, thereby bringing unnecessary troubles to the owners of the vehicles in the adjacent parking spaces. Meanwhile, obstacles are sometimes arranged in the parking space, and a series of safety problems can be brought to the vehicle owner by a thief.
Disclosure of Invention
The invention aims to provide a security monitoring method, a security monitoring system, electronic equipment and a computer storage medium based on big data and artificial intelligence.
The purpose of the invention can be realized by the following technical scheme:
the security monitoring method based on big data and artificial intelligence comprises the following steps:
s1: the residential community residents enter own vehicle information;
s2: when the vehicle enters the cell, acquiring the license plate number of the vehicle entering the cell, matching the license plate number with the information of the resident vehicle, if the vehicle is the resident vehicle, releasing the vehicle, and if the vehicle is the visitor vehicle, executing the step S3;
s3: if the vacant temporary parking space is available, the visitor vehicle information is registered, and if the vacant temporary parking space is not available, the visitor vehicle information is not released;
s4: when a vehicle drives into a resident parking space, comparing a license plate number corresponding to the resident parking space with a license plate number of the vehicle, and comparing a face image of a driver of the vehicle with a face image of a resident in the resident parking space respectively, and if the comparison fails, giving an alarm by a buzzer;
s5: when a vehicle drives into a parking space, the outline of the vehicle body of the vehicle is compared with the sideline of the parking space, the height of the chassis of the vehicle is compared with the height of an obstacle in the parking space, and if the comparison fails, a buzzer gives an alarm;
s6: when the vehicle exits the cell, acquiring the license plate number of the vehicle exiting the cell, matching the license plate number with the information of the resident vehicle, releasing the vehicle if the vehicle is the resident vehicle, and releasing the vehicle after paying if the vehicle is the visitor vehicle;
the security monitoring method based on big data and artificial intelligence uses a security monitoring system based on big data and artificial intelligence, and comprises a parking space division module, a resident vehicle information input module, a parking database, a pressure detection and preprocessing module, a resident vehicle information input module, a driving-in vehicle management module, a parking space detection module, a ground level detection module and a parking space sideline detection module;
the system comprises a parking space division module, a parking database, a pressure detection and data preprocessing module, a parking space sideline detection module, a real vehicle detection module, a ground level height detection module and a parking space sideline detection module, wherein the resident vehicle information and input module is respectively connected with the parking space division module and the parking database;
the resident vehicle information input module is used for inputting the vehicle information of the residential community and sending the input vehicle information of the residential community to the parking database;
the parking database is used for receiving the vehicle information of the community residents sent by the resident vehicle information input module, storing the vehicle information of the community residents, storing a standard bearing pressure threshold value of the temporary parking space and storing a borderline distance threshold value of the parking space;
the parking space dividing module is used for dividing each parking space in the underground parking lot of the community into a plurality of resident parking spaces and a plurality of temporary parking spaces according to a preset sequence, sequentially marking the parking spaces as 1,2, 1, d, f, further dividing each parking space in the underground parking lot of the community into a plurality of resident parking spaces and a plurality of temporary parking spaces, sequentially marking the parking spaces of each resident in the underground parking lot of the community as 1,2, 1, m, i, g, n, dividing each temporary parking space in the underground parking lot of the community into a plurality of temporary parking spaces, and sequentially marking the temporary parking spaces in the underground parking lot of the community as 1,2, i, g, wherein n + g is f;
the pressure detection and preprocessing module comprises a plurality of pressure sensors, is installed at each temporary parking space in the district underground parking lot and is used for acquiring the pressure value borne by each temporary parking space in the district underground parking lot in real time to form a temporary parking space borne pressure set A (a1, a2, …, ai, …, ag), wherein ai is expressed as the borne pressure value of the ith temporary parking space in the district underground parking lot, the standard borne pressure threshold value of the temporary parking space in the district underground parking lot stored in the database is extracted, the borne pressure value of each temporary parking space in the formed temporary parking space borne pressure set is compared with the standard borne pressure threshold value of the temporary parking space stored in the database to obtain the borne pressure contrast value of each temporary parking space, and a temporary parking space pressure contrast set A '(a' 1, a '2, …, a' i is formed, .., a 'g), wherein a' i is expressed as a comparison value between a bearing pressure value of the ith temporary parking space and a standard bearing pressure threshold value of the temporary parking space, temporary parking spaces with negative comparison values in a parking space pressure comparison set are extracted, and are sequentially marked as 1,2, 9, j, 9, k according to a preset sequence to form a temporary parking space vacancy set Q (Q1, Q2, Q j, Q k), wherein qj is expressed as the jth vacant temporary parking space, and the temporary parking space vacancy set is sent to the driving-in vehicle management module;
the driving vehicle management module comprises a high-definition camera, is used for acquiring images of the license plate numbers of vehicles driving into the residential area, extracting the license plate numbers in the vehicle information of residential area users stored in the database, comparing the acquired license plate numbers with the license plate numbers of the residents of the residential area stored in the database, if the comparison between the license plate numbers and the vehicle license plate numbers in the vehicle information of the residential area users is successful, the vehicle is indicated as a residential area vehicle, if the comparison between the license plate numbers and the vehicle license plate numbers in the vehicle information of the residential area users is failed, the vehicle is indicated as a visitor vehicle, if the vehicle is a residential area user vehicle, the vehicle is released, the vacant set of temporary parking spaces sent by the pressure detection module is received, if the vehicle is a visitor vehicle, whether k in the vacant set of temporary parking spaces is 0 is judged, and if k is 0, the visitor vehicle is not allowed to pass, if k is not 0, prompting the visitor of the cell to register, and releasing after the registration is finished;
the parking space detection module comprises a plurality of high-definition cameras and a plurality of buzzers, the high-definition cameras and the buzzers are respectively arranged at the bottoms of the parking spaces of the residents, the number of the vehicle license plate of the resident driving into the parking space of the resident is obtained, the number of the vehicle license plate of the resident corresponding to the parking space of the resident is extracted, the number of the vehicle license plate of the resident corresponding to the parking space of the resident is compared with the number of the vehicle license plate of the vehicle driving into the parking space of the resident, if the comparison between the number of the vehicle license plate of the resident corresponding to the parking space of the resident and the number of the vehicle license plate of the vehicle driving into the parking space of the resident is successful, the buzzers of the parking space of the resident do not give an alarm, and if the comparison between the number of the vehicle license plate of the resident corresponding to the parking space of the resident and the number of the vehicle license plate of the vehicle driving into the parking space of the resident fails, the buzzers of the parking space of the resident give an alarm;
the chassis height detection module comprises a plurality of infrared scanners and a plurality of buzzers, is respectively arranged at the bottom of each parking space in a community parking lot, and is used for detecting the height of a vehicle chassis of a vehicle running into the parking space, detecting the height of an obstacle in the parking space, comparing the height of the vehicle chassis running into the parking space with the height of the obstacle in the parking space, if the height of the vehicle chassis running into the parking space is greater than the height of the obstacle in the parking space, the buzzers do not give an alarm, and if the height of a vehicle bottom plate running into the parking space is less than the height of the obstacle in the parking space, the buzzers give an alarm;
the parking space borderline detection module comprises a plurality of infrared scanners and a plurality of buzzers, the infrared scanners are respectively arranged at the bottoms of all parking spaces in a residential underground parking lot, the infrared scanners of the parking spaces scan the body profiles of vehicles entering the parking spaces, meanwhile, the distance thresholds of the parking space borderlines stored in a database are extracted, the body profiles of the vehicles entering the parking spaces are compared with the parking space borderlines of the parking spaces, if the distance between the body profiles of the vehicles entering the parking spaces and the parking space borderlines of the parking spaces is greater than the distance threshold of the parking space borderlines, the buzzers do not give an alarm, and if the distance between the body profiles of the vehicles entering the parking spaces and the parking space borderlines of the parking spaces is less than the distance threshold of the parking space borderlines, the buzzers give an alarm;
the parking security monitoring module comprises a plurality of high-definition cameras and a plurality of buzzers and is used for acquiring images of a driver driving into a resident parking space and parking a vehicle, extracting face information of the driver from the acquired images, extracting face image information of the resident corresponding to the resident parking space from a parking database, comparing the face information of the driver with the face image information of the resident corresponding to the resident parking space, if the face information of the driver is successfully compared with the face image information of the resident corresponding to the resident parking space, the buzzers do not give an alarm, and if the face information of the driver is unsuccessfully compared with the face image information of the resident corresponding to the resident parking space, the buzzers give an alarm;
the driving-out vehicle detection module comprises a high-definition camera and is used for obtaining images of vehicle license plates of vehicles driving out of a cell, extracting the vehicle license plates in the vehicle information of cell residents stored in a database, comparing the obtained vehicle license plates with the vehicle license plates of all residents of the cell stored in the database, if the comparison between the vehicle license plates of the vehicles driving out of the cell and the vehicle license plates in the vehicle information of the cell residents is successful, the vehicles are shown as the cell residents, if the comparison between the vehicle license plates of the vehicles driving out of the cell and the vehicle license plates in the vehicle information of the cell residents is failed, the vehicles are shown as visitor vehicles, if the vehicles are the cell residents, the cell residents are prompted to pay, and the vehicles are released after payment.
Furthermore, the entered vehicle information of the residents in the residential area comprises names of the residents, telephone numbers, license plate numbers, parking space renting term information and parking space numbers of the residents.
Further, the cell visitor registration information includes a visitor name, a phone number, and a license plate number.
Further, the contrast value in the parking space pressure contrast set is a negative number and indicates that the temporary parking space is an empty temporary parking space, and the contrast value in the parking space pressure contrast set is a positive number and indicates that the temporary parking space has a vehicle parked.
Furthermore, the number of the infrared scanners and the buzzers is consistent with the number of parking spaces in the underground parking lot of the community, the number of the high-definition cameras is consistent with the number of parking spaces of residents, and the number of the pressure sensors is consistent with the number of temporary parking spaces.
An electronic device, comprising: the system comprises a processor, a memory and a network interface, wherein the memory and the network interface are connected with the processor; the network interface is connected with a nonvolatile memory in the server; the processor retrieves the computer program from the non-volatile memory through the network interface when running, and runs the computer program through the memory to execute the method of the present invention.
The readable storage medium is applied to a computer, and is burnt with a computer program, and when the computer program runs in a memory of a server, the method is realized.
The invention has the beneficial effects that:
(1) the invention compares the corresponding license plate number of the resident parking space with the license plate number of the vehicle, the face image of the driver of the vehicle with the face image of the resident parking space when the vehicle drives into the parking space, respectively compares the body contour of the vehicle with the sideline of the parking space, the chassis height of the vehicle with the obstacle height of the parking space when the vehicle drives into the parking space, if the comparison fails, the buzzer alarms, fully utilizes the parking space resources in the cell, meets the parking requirements of the resident and the visitor, simultaneously sets the high-definition camera and the buzzer to limit the vehicle from occupying the parking space, realizes the orderly management of the parking space in the cell, avoids the occurrence of the parking space disorderly parking and the parking space robbing, ensures that some owners who buy the parking space can really enjoy the own parking space, efficiently realizes the intelligent management of the parking space in the cell, the working difficulty of property workers is reduced, and convenience is brought to the life of residents.
(2) In the pressure detection and preprocessing module, the pressure sensor is used for detecting the bearing pressure of the temporary parking spaces to determine whether the temporary parking spaces are vacant or not, and the number of the vacant temporary parking spaces is sent to the driving-in vehicle management module to control the visitor vehicles to enter and exit, so that the condition that the visitor vehicles occupy the parking spaces of the residents when the temporary parking spaces are full is avoided, and the satisfaction degree of the residents is greatly improved.
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 flow chart of the method steps of the present invention;
FIG. 2 is a system block diagram of the present invention;
Detailed Description
While the foregoing is directed to embodiments of the present invention, other and further embodiments of the invention may be devised without departing from the basic scope thereof, and the scope thereof is determined by the claims that follow.
Referring to fig. 1, the object of the present invention can be achieved by the following technical solutions:
s1: the residential community residents enter own vehicle information;
s2: when the vehicle enters the cell, acquiring the license plate number of the vehicle entering the cell, matching the license plate number with the information of the resident vehicle, if the vehicle is the resident vehicle, releasing the vehicle, and if the vehicle is the visitor vehicle, executing the step S3;
s3: if the vacant temporary parking space is available, the visitor vehicle information is registered, and if the vacant temporary parking space is not available, the visitor vehicle information is not released;
s4: when a vehicle drives into a resident parking space, comparing a license plate number corresponding to the resident parking space with a license plate number of the vehicle, and comparing a face image of a driver of the vehicle with a face image of a resident in the resident parking space respectively, and if the comparison fails, giving an alarm by a buzzer;
s5: when a vehicle drives into a parking space, the outline of the vehicle body of the vehicle is compared with the sideline of the parking space, the height of the chassis of the vehicle is compared with the height of an obstacle in the parking space, and if the comparison fails, a buzzer gives an alarm;
s6: when the vehicle exits the cell, acquiring the license plate number of the vehicle exiting the cell, matching the license plate number with the information of the resident vehicle, releasing the vehicle if the vehicle is the resident vehicle, and releasing the vehicle after paying if the vehicle is the visitor vehicle;
the security monitoring method based on big data and artificial intelligence uses a security monitoring system based on big data and artificial intelligence, and comprises a parking space division module, a resident vehicle information input module, a parking database, a pressure detection and preprocessing module, a resident vehicle information input module, a driving-in vehicle management module, a parking space detection module, a ground level detection module and a parking space sideline detection module;
the system comprises a parking space division module, a parking database, a pressure detection and data preprocessing module, a parking space sideline detection module, a real vehicle detection module, a ground level height detection module and a parking space sideline detection module, wherein the resident vehicle information and input module is respectively connected with the parking space division module and the parking database;
the resident vehicle information input module is used for inputting the vehicle information of the resident in the community, the input vehicle information of the resident in the community comprises the name, the telephone number, the license plate number, the parking space renting term information and the parking space number of the resident, and the input vehicle information of the resident in the community is sent to the parking database;
the parking database is used for receiving the vehicle information of the community residents sent by the resident vehicle information input module, storing the vehicle information of the community residents, storing a standard bearing pressure threshold value of the temporary parking space and storing a borderline distance threshold value of the parking space;
the parking space dividing module is used for dividing each parking space in the underground parking lot of the community into a plurality of resident parking spaces and a plurality of temporary parking spaces according to a preset sequence, sequentially marking the parking spaces as 1,2, 1, d, f, further dividing each parking space in the underground parking lot of the community into a plurality of resident parking spaces and a plurality of temporary parking spaces, sequentially marking the parking spaces of each resident in the underground parking lot of the community as 1,2, 1, m, i, g, n, dividing each temporary parking space in the underground parking lot of the community into a plurality of temporary parking spaces, and sequentially marking the temporary parking spaces in the underground parking lot of the community as 1,2, i, g, wherein n + g is f;
the pressure detection and preprocessing module comprises a plurality of pressure sensors, the number of the pressure sensors is consistent with that of temporary parking spaces, the pressure detection and preprocessing module is installed at each temporary parking space in the district underground parking lot and used for acquiring the pressure value borne by each temporary parking space in the district underground parking lot in real time to form a temporary parking space pressure bearing set A (a1, a2, ai, as, ag), wherein ai represents the bearing pressure value of the ith temporary parking space in the district underground parking lot, the standard bearing pressure threshold value of the temporary parking space in the district underground parking lot stored in the database is extracted, the bearing pressure value of each temporary parking space in the formed temporary parking space pressure bearing set is compared with the standard bearing pressure threshold value of the temporary parking space stored in the database to obtain the bearing pressure comparison value of each temporary parking space, and a temporary parking space pressure comparison set A '(a' 1 is formed, a ' 2 ', a ' i ', a ' g), wherein a ' i is represented as a comparison value between a bearing pressure value of the ith temporary parking space and a standard bearing pressure threshold value of the temporary parking space, a temporary parking space with a negative comparison value in a parking space pressure comparison set is extracted, a temporary parking space with a negative comparison value in the parking space pressure comparison set is represented as an idle temporary parking space when the temporary parking space is a negative number, a vehicle parking in the temporary parking space is represented when the comparison value is a positive number, the temporary parking space is sequentially marked as 1,2 ', a ', j ', a ', k ' according to a preset sequence to form a temporary parking space vacancy set Q (Q1, Q2 ', a ', qj ', a ', qk), a jj is represented as a jth idle temporary parking space, and the temporary parking space vacancy set is sent to an entering vehicle management module;
this embodiment detects temporary parking stall's bearing pressure through pressure sensor at pressure detection and preprocessing module, confirms whether vacant temporary parking stall exists to with vacant temporary parking stall quantity send to the vehicle management module that drives in, with the business turn over of control visitor's vehicle, avoid having full when temporary parking stall, the visitor's vehicle occupies the condition in resident family parking stall, has improved resident's satisfaction greatly.
The driving vehicle management module comprises a high-definition camera, is used for acquiring images of the license plate numbers of vehicles driving into the residential area, extracting the license plate numbers in the vehicle information of residential area users stored in the database, comparing the acquired license plate numbers with the license plate numbers of the residents of the residential area stored in the database, if the comparison between the license plate numbers and the vehicle license plate numbers in the vehicle information of the residential area users is successful, the vehicle is indicated as a residential area vehicle, if the comparison between the license plate numbers and the vehicle license plate numbers in the vehicle information of the residential area users is failed, the vehicle is indicated as a visitor vehicle, if the vehicle is a residential area user vehicle, the vehicle is released, the vacant set of temporary parking spaces sent by the pressure detection module is received, if the vehicle is a visitor vehicle, whether k in the vacant set of temporary parking spaces is 0 is judged, and if k is 0, the visitor vehicle is not allowed to pass, if k is not 0, prompting the community visitor to register, wherein the registration information of the community visitor comprises visitor name, telephone number and license plate number, and releasing after registration;
the parking space detection module comprises a plurality of high-definition cameras and a plurality of buzzers, the number of the high-definition cameras is consistent with that of the resident parking spaces, the high-definition cameras and the resident parking spaces are respectively arranged at the bottoms of the resident parking spaces, the number of the vehicle license plate entering the resident parking space is obtained, the resident vehicle license plate number corresponding to the resident parking space is extracted, the resident vehicle license plate number corresponding to the resident parking space is compared with the vehicle license plate number entering the resident parking space, if the comparison between the resident vehicle license plate number corresponding to the resident parking space and the vehicle license plate number entering the resident parking space is successful, the buzzers of the resident parking spaces do not give an alarm, and if the comparison between the resident vehicle license plate number corresponding to the resident parking space and the vehicle license plate number entering the resident parking spaces fails, the buzzers of the resident parking spaces give an alarm;
the chassis height detection module comprises a plurality of infrared scanners and a plurality of buzzers, the number of the infrared scanners and the number of the buzzers are consistent with the number of parking spaces, the infrared scanners and the buzzers are respectively arranged at the bottoms of the parking spaces in a community parking lot and used for detecting the height of a vehicle chassis of a vehicle running into the parking spaces and detecting the height of an obstacle in the parking spaces, the height of the vehicle chassis running into the parking spaces is compared with the height of the obstacle in the parking spaces, if the height of the vehicle chassis running into the parking spaces is greater than the height of the obstacle in the parking spaces, the buzzers do not give an alarm, and if the height of a vehicle bottom plate running into the parking spaces is less than the height of the obstacle in the parking spaces, the buzzers give an alarm;
the parking space borderline detection module comprises a plurality of infrared scanners and a plurality of buzzers, the infrared scanners are respectively arranged at the bottoms of all parking spaces in a residential underground parking lot, the infrared scanners of the parking spaces scan the body profiles of vehicles entering the parking spaces, meanwhile, the distance thresholds of the parking space borderlines stored in a database are extracted, the body profiles of the vehicles entering the parking spaces are compared with the parking space borderlines of the parking spaces, if the distance between the body profiles of the vehicles entering the parking spaces and the parking space borderlines of the parking spaces is greater than the distance threshold of the parking space borderlines, the buzzers do not give an alarm, and if the distance between the body profiles of the vehicles entering the parking spaces and the parking space borderlines of the parking spaces is less than the distance threshold of the parking space borderlines, the buzzers give an alarm;
the parking security monitoring module comprises a plurality of high-definition cameras and a plurality of buzzers and is used for acquiring images of a driver driving into a resident parking space and parking a vehicle, extracting face information of the driver from the acquired images, extracting face image information of the resident corresponding to the resident parking space from a parking database, comparing the face information of the driver with the face image information of the resident corresponding to the resident parking space, if the face information of the driver is successfully compared with the face image information of the resident corresponding to the resident parking space, the buzzers do not give an alarm, and if the face information of the driver is unsuccessfully compared with the face image information of the resident corresponding to the resident parking space, the buzzers give an alarm;
the driving-out vehicle detection module comprises a high-definition camera and is used for obtaining images of vehicle license plates of vehicles driving out of a cell, extracting the vehicle license plates in the vehicle information of cell residents stored in a database, comparing the obtained vehicle license plates with the vehicle license plates of all residents of the cell stored in the database, if the comparison between the vehicle license plates of the vehicles driving out of the cell and the vehicle license plates in the vehicle information of the cell residents is successful, the vehicles are shown as the cell residents, if the comparison between the vehicle license plates of the vehicles driving out of the cell and the vehicle license plates in the vehicle information of the cell residents is failed, the vehicles are shown as visitor vehicles, if the vehicles are the cell residents, the cell residents are prompted to pay, and the vehicles are released after payment.
An electronic device, comprising: the system comprises a processor, a memory and a network interface, wherein the memory and the network interface are connected with the processor; the network interface is connected with a nonvolatile memory in the server; the processor retrieves the computer program from the non-volatile memory through the network interface when running, and runs the computer program through the memory to execute the method of the present invention.
The readable storage medium is applied to a computer, and is burnt with a computer program, and when the computer program runs in a memory of a server, the method is realized.
The invention compares the corresponding license plate number of the resident parking space with the license plate number of the vehicle, the face image of the driver of the vehicle with the face image of the resident parking space when the vehicle drives into the parking space, respectively compares the body contour of the vehicle with the sideline of the parking space, the chassis height of the vehicle with the obstacle height of the parking space when the vehicle drives into the parking space, if the comparison fails, the buzzer alarms, fully utilizes the parking space resources in the community, meets the parking requirements of residents and visitors, simultaneously sets the high-definition camera and the buzzer to limit the vehicle from occupying the parking space, realizes the ordered management of the parking space in the community, avoids the occurrence of the parking space disordering and the parking space robbing, enables some owners purchasing the parking space to really enjoy the own parking space, efficiently realizes the intelligent management of the parking space in the community, and lightens the working difficulty of property workers, the convenience is brought to the life of residents.
The foregoing is merely exemplary and illustrative of the principles of the present invention and various modifications, additions and substitutions of the specific embodiments described herein may be made by those skilled in the art without departing from the principles of the present invention or exceeding the scope of the claims set forth herein.
Claims (7)
1. The security monitoring method based on big data and artificial intelligence is characterized by comprising the following steps: the method comprises the following steps:
s1: the residential community residents enter own vehicle information;
s2: when the vehicle enters the cell, acquiring the license plate number of the vehicle entering the cell, matching the license plate number with the information of the resident vehicle, if the vehicle is the resident vehicle, releasing the vehicle, and if the vehicle is the visitor vehicle, executing the step S3;
s3: if the vacant temporary parking space is available, the visitor vehicle information is registered, and if the vacant temporary parking space is not available, the visitor vehicle information is not released;
s4: when a vehicle drives into a resident parking space, comparing a license plate number corresponding to the resident parking space with a license plate number of the vehicle, and comparing a face image of a driver of the vehicle with a face image of a resident in the resident parking space respectively, and if the comparison fails, giving an alarm by a buzzer;
s5: when a vehicle drives into a parking space, the outline of the vehicle body of the vehicle is compared with the sideline of the parking space, the height of the chassis of the vehicle is compared with the height of an obstacle in the parking space, and if the comparison fails, a buzzer gives an alarm;
s6: when the vehicle exits the cell, acquiring the license plate number of the vehicle exiting the cell, matching the license plate number with the information of the resident vehicle, releasing the vehicle if the vehicle is the resident vehicle, and releasing the vehicle after paying if the vehicle is the visitor vehicle;
the security monitoring method based on big data and artificial intelligence uses a security monitoring system based on big data and artificial intelligence, and comprises a parking space division module, a resident vehicle information input module, a parking database, a pressure detection and preprocessing module, a resident vehicle information input module, a driving-in vehicle management module, a parking space detection module, a ground level detection module and a parking space sideline detection module;
the system comprises a parking space division module, a parking database, a pressure detection and data preprocessing module, a parking space sideline detection module, a real vehicle detection module, a ground level height detection module and a parking space sideline detection module, wherein the resident vehicle information and input module is respectively connected with the parking space division module and the parking database;
the resident vehicle information input module is used for inputting the vehicle information of the residential community and sending the input vehicle information of the residential community to the parking database;
the parking database is used for receiving the vehicle information of the community residents sent by the resident vehicle information input module, storing the vehicle information of the community residents and storing the standard bearing pressure threshold of the temporary parking space;
the parking space dividing module is used for dividing each parking space in the underground parking lot of the community into a plurality of resident parking spaces and a plurality of temporary parking spaces according to a preset sequence, sequentially marking the parking spaces as 1,2, 1, d, f, further dividing each parking space in the underground parking lot of the community into a plurality of resident parking spaces and a plurality of temporary parking spaces, sequentially marking the parking spaces of each resident in the underground parking lot of the community as 1,2, 1, m, i, g, n, dividing each temporary parking space in the underground parking lot of the community into a plurality of temporary parking spaces, and sequentially marking the temporary parking spaces in the underground parking lot of the community as 1,2, i, g, wherein n + g is f;
the pressure detection and preprocessing module comprises a plurality of pressure sensors, is installed at each temporary parking space in the district underground parking lot and is used for acquiring the pressure value borne by each temporary parking space in the district underground parking lot in real time to form a temporary parking space borne pressure set A (a1, a2, a., ai, a., ag), wherein ai is expressed as the borne pressure value of the ith temporary parking space in the district underground parking lot, the standard borne pressure threshold value of the temporary parking space in the district underground parking lot stored in the database is extracted, the borne pressure value of each temporary parking space in the formed temporary parking space borne pressure set is compared with the standard borne pressure threshold value of the temporary parking space stored in the database to obtain the borne pressure comparison value of each temporary parking space, and a temporary parking space pressure comparison set A ' (a ' 1, a ' 2 is formed, .., a ' i, a., a ' g), wherein a ' i is expressed as a comparison value between a bearing pressure value of the ith temporary parking space and a standard bearing pressure threshold of the temporary parking space, temporary parking spaces with negative comparison values in a parking space pressure comparison set are extracted, and are sequentially marked as 1,2, a., j,. and k according to a preset sequence to form a temporary parking space vacancy set Q (Q1, Q2, a., qj, … and qk), qj is expressed as the jth vacant temporary parking space, and the temporary parking space vacancy set is sent to the driving-in vehicle management module;
the driving vehicle management module comprises a high-definition camera, is used for acquiring images of the license plate numbers of vehicles driving into the residential area, extracting the license plate numbers in the vehicle information of residential area users stored in the database, comparing the acquired license plate numbers with the license plate numbers of the residents of the residential area stored in the database, if the comparison between the license plate numbers and the vehicle license plate numbers in the vehicle information of the residential area users is successful, the vehicle is indicated as a residential area vehicle, if the comparison between the license plate numbers and the vehicle license plate numbers in the vehicle information of the residential area users is failed, the vehicle is indicated as a visitor vehicle, if the vehicle is a residential area user vehicle, the vehicle is released, the vacant set of temporary parking spaces sent by the pressure detection module is received, if the vehicle is a visitor vehicle, whether k in the vacant set of temporary parking spaces is 0 is judged, and if k is 0, the visitor vehicle is not allowed to pass, if k is not 0, prompting the visitor of the cell to register, and releasing after the registration is finished;
the parking space detection module comprises a plurality of high-definition cameras and a plurality of buzzers, the high-definition cameras and the buzzers are respectively arranged at the bottoms of the parking spaces of the residents, the number of the vehicle license plate of the resident driving into the parking space of the resident is obtained, the number of the vehicle license plate of the resident corresponding to the parking space of the resident is extracted, the number of the vehicle license plate of the resident corresponding to the parking space of the resident is compared with the number of the vehicle license plate of the vehicle driving into the parking space of the resident, if the comparison between the number of the vehicle license plate of the resident corresponding to the parking space of the resident and the number of the vehicle license plate of the vehicle driving into the parking space of the resident is successful, the buzzers of the parking space of the resident do not give an alarm, and if the comparison between the number of the vehicle license plate of the resident corresponding to the parking space of the resident and the number of the vehicle license plate of the vehicle driving into the parking space of the resident fails, the buzzers of the parking space of the resident give an alarm;
the chassis height detection module comprises a plurality of infrared scanners and a plurality of buzzers, is respectively arranged at the bottom of each parking space in a community parking lot, and is used for detecting the height of a vehicle chassis of a vehicle running into the parking space, detecting the height of an obstacle in the parking space, comparing the height of the vehicle chassis running into the parking space with the height of the obstacle in the parking space, if the height of the vehicle chassis running into the parking space is greater than the height of the obstacle in the parking space, the buzzers do not give an alarm, and if the height of a vehicle bottom plate running into the parking space is less than the height of the obstacle in the parking space, the buzzers give an alarm;
the parking space borderline detection module comprises a plurality of infrared scanners and a plurality of buzzers, the infrared scanners are respectively arranged at the bottoms of all parking spaces in a residential underground parking lot, the infrared scanners of the parking spaces scan the body profiles of vehicles entering the parking spaces, meanwhile, the distance thresholds of the parking space borderlines stored in a database are extracted, the body profiles of the vehicles entering the parking spaces are compared with the parking space borderlines of the parking spaces, if the distance between the body profiles of the vehicles entering the parking spaces and the parking space borderlines of the parking spaces is greater than the distance threshold of the parking space borderlines, the buzzers do not give an alarm, and if the distance between the body profiles of the vehicles entering the parking spaces and the parking space borderlines of the parking spaces is less than the distance threshold of the parking space borderlines, the buzzers give an alarm;
the parking security monitoring module comprises a plurality of high-definition cameras and a plurality of buzzers and is used for acquiring images of a driver driving into a resident parking space and parking a vehicle, extracting face information of the driver from the acquired images, extracting face image information of the resident corresponding to the resident parking space from a parking database, comparing the face information of the driver with the face image information of the resident corresponding to the resident parking space, if the face information of the driver is successfully compared with the face image information of the resident corresponding to the resident parking space, the buzzers do not give an alarm, and if the face information of the driver is unsuccessfully compared with the face image information of the resident corresponding to the resident parking space, the buzzers give an alarm;
the driving-out vehicle detection module comprises a high-definition camera and is used for acquiring images of vehicle license plates of vehicles driving out of a cell, extracting the vehicle license plates in the vehicle information of cell residents stored in a database, comparing the acquired vehicle license plates with the vehicle license plates of all residents of the cell stored in the database, if the comparison between the vehicle license plates of the vehicles driving out of the cell and the vehicle license plates in the vehicle information of the cell residents is successful, the vehicles are represented as the vehicles of the cell residents, if the comparison between the vehicle license plates of the vehicles driving out of the cell and the vehicle license plates in the vehicle information of the cell residents is unsuccessful, the vehicles are represented as visitor vehicles, if the vehicles are the vehicles of the cell residents, the vehicles are prompted to pay for the visitors of the cell, and the vehicles are released after payment.
2. The security monitoring method based on big data and artificial intelligence according to claim 1, characterized in that: the recorded community resident vehicle information comprises resident names, telephone numbers, license plate numbers, parking space renting term information and resident parking space numbers.
3. The security monitoring method based on big data and artificial intelligence according to claim 1, characterized in that: the cell visitor registration information includes a visitor name, a telephone number, and a license plate number.
4. The security monitoring method based on big data and artificial intelligence according to claim 1, characterized in that: and the contrast value in the parking space pressure contrast set is a negative number and indicates that the temporary parking space is an idle temporary parking space, and the contrast value in the parking space pressure contrast set is a positive number and indicates that the temporary parking space has a vehicle for parking.
5. The security monitoring method based on big data and artificial intelligence according to claim 1, characterized in that: the number of the infrared scanners and the buzzers is consistent with the number of parking spaces in a district underground parking lot, the number of the high-definition cameras is consistent with the number of parking spaces of residents, and the number of the pressure sensors is consistent with the number of temporary parking spaces.
6. An electronic device, characterized in that: the method comprises the following steps: the system comprises a processor, a memory and a network interface, wherein the memory and the network interface are connected with the processor; the network interface is connected with a nonvolatile memory in the server; the processor, when running, retrieves a computer program from the non-volatile memory via the network interface and runs the computer program via the memory to perform the method of any of claims 1-5.
7. A readable storage medium applied to a computer, characterized in that: the readable storage medium is burned with a computer program that, when run in the memory of the server, implements the method of any of the above claims 1-5.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202110006875.2A CN112820139B (en) | 2021-01-05 | 2021-01-05 | Security monitoring method and system based on big data and artificial intelligence, electronic equipment and computer storage medium |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202110006875.2A CN112820139B (en) | 2021-01-05 | 2021-01-05 | Security monitoring method and system based on big data and artificial intelligence, electronic equipment and computer storage medium |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN112820139A CN112820139A (en) | 2021-05-18 |
| CN112820139B true CN112820139B (en) | 2022-01-04 |
Family
ID=75857284
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202110006875.2A Active CN112820139B (en) | 2021-01-05 | 2021-01-05 | Security monitoring method and system based on big data and artificial intelligence, electronic equipment and computer storage medium |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN112820139B (en) |
Families Citing this family (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN116959286A (en) * | 2023-08-04 | 2023-10-27 | 张悦 | Intelligent security method and system based on big data |
Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107862641A (en) * | 2017-11-02 | 2018-03-30 | 安徽唯诗杨信息科技有限公司 | Intelligent residential district parking management system and method based on resident family's behavioural analysis |
| CN207425122U (en) * | 2017-11-02 | 2018-05-29 | 安徽建筑大学 | A kind of modernization cell smart parking occupancy management system |
| CN108682180A (en) * | 2018-07-12 | 2018-10-19 | 合肥市神雕起重机械有限公司 | A kind of intelligent garage management method of vehicle identification |
| CN109285350A (en) * | 2017-07-19 | 2019-01-29 | 南京海印通信设备有限公司 | A kind of private parking stall design method based on image recognition technology |
| CN111071248A (en) * | 2019-12-24 | 2020-04-28 | 浙江合众新能源汽车有限公司 | Intelligent parking method based on electronic power-assisted brake |
| CN111640326A (en) * | 2020-05-26 | 2020-09-08 | 安徽德特信息技术有限公司 | Community security management system based on artificial intelligence |
| CN111953762A (en) * | 2020-08-04 | 2020-11-17 | 北京金源智控科技股份有限公司 | Cloud platform smart community management method and management system thereof |
Family Cites Families (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US11107296B2 (en) * | 2016-03-28 | 2021-08-31 | Mark T. Vespia | Intelligent parking management system and method |
-
2021
- 2021-01-05 CN CN202110006875.2A patent/CN112820139B/en active Active
Patent Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109285350A (en) * | 2017-07-19 | 2019-01-29 | 南京海印通信设备有限公司 | A kind of private parking stall design method based on image recognition technology |
| CN107862641A (en) * | 2017-11-02 | 2018-03-30 | 安徽唯诗杨信息科技有限公司 | Intelligent residential district parking management system and method based on resident family's behavioural analysis |
| CN207425122U (en) * | 2017-11-02 | 2018-05-29 | 安徽建筑大学 | A kind of modernization cell smart parking occupancy management system |
| CN108682180A (en) * | 2018-07-12 | 2018-10-19 | 合肥市神雕起重机械有限公司 | A kind of intelligent garage management method of vehicle identification |
| CN111071248A (en) * | 2019-12-24 | 2020-04-28 | 浙江合众新能源汽车有限公司 | Intelligent parking method based on electronic power-assisted brake |
| CN111640326A (en) * | 2020-05-26 | 2020-09-08 | 安徽德特信息技术有限公司 | Community security management system based on artificial intelligence |
| CN111953762A (en) * | 2020-08-04 | 2020-11-17 | 北京金源智控科技股份有限公司 | Cloud platform smart community management method and management system thereof |
Also Published As
| Publication number | Publication date |
|---|---|
| CN112820139A (en) | 2021-05-18 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN112820137B (en) | Parking lot management method and device | |
| CN109949605B (en) | Shared parking place control system and working method thereof | |
| US20180247103A1 (en) | Mechanical parking garage control system | |
| CN107993478A (en) | Berth service and management system and method based on vehicle detection | |
| CN112669510B (en) | Park brake control method, device, equipment and storage medium | |
| CN107507453A (en) | A kind of intelligent parking lot Internet of things system | |
| CN110853398A (en) | Embedded thing networking parking stall sharing system | |
| CN109584602A (en) | A kind of residential property parking management system | |
| CN111640326A (en) | Community security management system based on artificial intelligence | |
| CN112820139B (en) | Security monitoring method and system based on big data and artificial intelligence, electronic equipment and computer storage medium | |
| CN111815995A (en) | Vehicle management and control system for intelligent community | |
| CN106611500A (en) | Violation evidence taking and punishing device and method and violation management system | |
| TWI663578B (en) | Management system of parking site and access control method for vehicles | |
| JP4458975B2 (en) | Parking lot management system | |
| CN114360279B (en) | Method, device and storage medium for controlling vehicle access in parking lot | |
| CN108009659B (en) | Convenient intelligent parking system and working method thereof | |
| CN114550492B (en) | Vehicle information processing method and device, electronic equipment and storage medium | |
| CN112686179A (en) | Parking space occupying method and system based on face recognition | |
| CN110136473B (en) | Property community visitor vehicle intelligent management method and system | |
| CN207182682U (en) | A kind of intelligent parking lot Internet of things system | |
| CN113449709A (en) | Non-motor vehicle traffic control method and device based on artificial intelligence and storage medium | |
| CN113469304A (en) | Vehicle parking management method, device, equipment and storage medium | |
| CN108630011A (en) | Cell garage parking occupancy management system | |
| CN108538083A (en) | Community parking position intelligent management system | |
| CN110070749A (en) | Intelligent management device applied to open parking stall |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| TA01 | Transfer of patent application right |
Effective date of registration: 20211209 Address after: Room 1050, zone B, floor 5, building 1, No. 668, SHANGDA Road, Baoshan District, Shanghai 201900 Applicant after: Shanghai aitao Information Technology Development Co.,Ltd. Address before: 210019 Xindi center, 188 Lushan Road, Jianye District, Nanjing City, Jiangsu Province Applicant before: Nanjing Baiwang Intelligent Equipment Technology Co.,Ltd. |
|
| TA01 | Transfer of patent application right | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |