CN116778742A - Information acquisition-based parking big data dynamic visual analysis operation and maintenance management system - Google Patents
Information acquisition-based parking big data dynamic visual analysis operation and maintenance management system Download PDFInfo
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- CN116778742A CN116778742A CN202310491701.9A CN202310491701A CN116778742A CN 116778742 A CN116778742 A CN 116778742A CN 202310491701 A CN202310491701 A CN 202310491701A CN 116778742 A CN116778742 A CN 116778742A
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Abstract
The invention discloses a dynamic visual analysis operation and maintenance management system for big parking data based on information acquisition, which relates to the technical field of parking lot management.
Description
Technical Field
The invention belongs to the technical field of parking lot management, and particularly relates to a parking big data dynamic visual analysis operation and maintenance management system based on information acquisition.
Background
The parking lot is a place for parking vehicles, the parking lot is provided with a simple parking lot which only draws parking grids and is unmanned to manage and charge, the parking lot is also provided with an access fence opening, a parking manager and a charging parking lot for timing and collecting staff, the modern parking lot is often provided with an automatic timing and collecting system, a closed-circuit television and a video recorder system, and legal responsibilities of a parking lot owner and the manager are usually only used for providing a place for driving people to park vehicles;
at present, an intelligent parking system is mainly adopted in the parking lot at the present stage to realize unmanned automatic timing charging management, but the parking lot only provides a vehicle owner to park the vehicle, but the safety of the vehicle during parking cannot be guaranteed, the vehicle possibly collides, scratches and artificially maliciously damages, the monitoring of the parking lot at the present stage has the problem of monitoring blind areas, the direct evidence that the damaged vehicle is collided and scratched cannot be clearly and effectively checked, and certain defects exist.
Therefore, it is necessary to provide a parking big data dynamic visual analysis operation and maintenance management system based on information acquisition, which aims to solve the above problems.
Disclosure of Invention
The invention aims to provide an information acquisition-based parking big data dynamic visual analysis operation and maintenance management system and a use method thereof.
In order to solve the technical problems, the invention is realized by the following technical scheme:
the invention relates to an information acquisition-based parking big data dynamic visual analysis operation and maintenance management system, which comprises a control terminal and a parking big data operation and maintenance management system, wherein the control terminal is provided with an independent control panel and a display panel, and is provided with the parking big data operation and maintenance management system, the parking big data operation and maintenance management system is provided with a dynamic acquisition module, and the dynamic acquisition module acquires vehicle information entering and exiting a parking lot;
the parking big data operation and maintenance management system is provided with a payment management module which is used for timing, charging and managing vehicles entering and exiting a parking lot, and calculating and storing payment information of the vehicles;
the parking big data operation and maintenance management system is provided with a safety management module which is used for shooting and recording the running pictures and the pedestrian behaviors of the vehicles after entering the parking lot;
the parking big data operation and maintenance management system is provided with a parking lot parking space management module which is used for carrying out statistic calculation management on parking space information in a parking lot;
the parking big data operation and maintenance management system is provided with a data analysis module, and the data analysis module is specifically a motion capture motion analysis unit and a vehicle multidimensional feature depth recognition unit, and is used for carrying out calculation analysis on each item of input and output data by the data analysis module and has the functions of recognition and judgment.
According to the preferable scheme, the dynamic acquisition module is provided with the gate machines through the inlet and the outlet of the parking lot, and the gate machines are provided with the license plate recognition probe and the vehicle information acquisition probe.
The payment management module comprises charging statistics and payment state management.
According to the preferred scheme, the safety management module comprises a plurality of groups of parking space monitoring probes and parking space probes.
According to the preferable scheme, the parking space management module divides a parking space into a region A, a region B, a region C, a region D and a region N, and a parking space guiding board is arranged at an entrance into each region.
According to the preferable scheme, the parking space management module of the parking lot is provided with a plurality of groups of detector modules, the corresponding detectors are arranged on the parking spaces in different areas of the parking lot corresponding to each group of detector modules, and meanwhile, the detectors are connected with the parking space guiding board.
According to the preferable scheme, the parking space monitoring probe is connected with the detector of the corresponding parking space.
According to the preferable scheme, the parking space monitoring probe, the parking lot probe, the motion capturing and analyzing unit and the vehicle multidimensional feature depth identifying unit are used for capturing motions.
According to the preferred scheme of the invention, the license plate recognition probe and the vehicle information acquisition probe are both connected with the vehicle multidimensional feature depth recognition system.
The invention has the following beneficial effects:
1. according to the invention, through the design of the dynamic acquisition module, the safety management module, the parking space management module and the data analysis module, the vehicle acquires information before the vehicle enters through the license plate identification probe and the vehicle information acquisition probe which are arranged at the entrance of the parking space, the vehicle multidimensional feature depth identification unit arranged by the data analysis module carries out deep learning on the information shot by the vehicle entering, and the extracted features and the license plate information are combined and stored in the system, when the vehicle exits, the license plate identification probe and the vehicle information acquisition probe which are arranged at the exit of the parking space acquire the information before the vehicle exits, the vehicle multidimensional feature depth identification unit acquires the features of the vehicle, the vehicle features extracted before the vehicle exits are compared with the vehicle features extracted before the vehicle exits, the vehicle features are analyzed, whether the vehicle features are consistent or not is judged, the inconsistent information vehicle information is stored, and even after the vehicle fee is finished, the gate bar of the exit gate is still in a closed state, so that the vehicle is effectively sleeved, the vehicle is prevented from being stolen, and the like.
2. According to the invention, through the design of the dynamic acquisition module, the safety management module, the parking space management module and the data analysis module, when a vehicle enters and exits from a parking space, the dynamic acquisition module acquires vehicle information, meanwhile, after the vehicle enters the parking space, the parking space probe installed in the passage shoots and records the running picture of the vehicle in the passage, meanwhile, the vehicle monitors the existence of the vehicle in the period of entering and exiting from the parking space through the detector, the parking space monitoring probe is started to shoot and record the vehicle and the surrounding environment in real time, the vehicle is fed back to the system, the vehicle multidimensional feature depth recognition unit of the vehicle arranged by the data analysis module analyzes the running picture of the vehicle to judge whether the vehicle collides with the surrounding vehicle and equipment, and when the judgment is successful, the vehicle information and the running picture of the entering and exiting from the parking space are stored and backed up, so that the vehicle at the later stage can acquire direct evidence.
3. According to the invention, through the design of the safety management module and the data analysis module, the behavior actions of pedestrians in a parking lot are shot and recorded through the parking lot probe and the parking space monitoring probe, the behavior actions of the pedestrians in a shot picture are analyzed and judged through the action capturing motion analysis unit, whether dangerous behaviors such as malicious damage exist or not is judged, and the characteristics of the pedestrians are automatically extracted for storage backup after the judgment is successful, so that a later-stage vehicle owner can provide direct evidence.
Of course, it is not necessary for any one product to practice the invention to achieve all of the advantages set forth above at the same time.
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In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings that are needed for the description of the embodiments will be briefly described below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and that other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
FIG. 1 is a schematic diagram of the overall connection structure of a parking big data operation and maintenance management system and each module;
FIG. 2 is a schematic diagram of the overall charging and payment flow of the dynamic collection module and the payment management module;
FIG. 3 is a schematic diagram of the connection structure of the inlet and outlet gate and the equipped probe;
FIG. 4 is a schematic diagram of the connection structure of the parking space management module, the parking space guiding board and the detector module;
FIG. 5 is a schematic diagram of a parking space planning structure for each region of a parking space management module of a parking lot;
fig. 6 is a schematic diagram of a connection structure between the security management module and the data analysis module.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present invention, but not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
Examples: referring to fig. 1-6, a dynamic visual analysis operation and maintenance management system for big parking data based on information collection is shown, which comprises a control terminal and a big parking data operation and maintenance management system, wherein the control terminal is provided with an independent control panel and a display panel, and meanwhile, the control terminal is provided with the big parking data operation and maintenance management system.
In this embodiment, referring to fig. 1 and 2, the parking big data operation and maintenance management system is provided with a dynamic acquisition module, and the dynamic acquisition module acquires vehicle information entering and exiting a parking lot.
The dynamic acquisition module is provided with a gate through an inlet and an outlet of a parking lot, the gate is provided with a license plate recognition probe and a vehicle information acquisition probe, the license plate recognition probe is used for shooting and acquiring license plate information of vehicles entering and exiting, and the vehicle information acquisition module adopts a dynamic shooting method to shoot and acquire the animation of the vehicles entering and exiting the parking lot.
In this embodiment, referring to fig. 1 and 2, the parking big data operation and maintenance management system is provided with a payment management module for performing timing and charging management on vehicles entering and exiting a parking lot, and calculating and storing payment information of the vehicles.
The payment management module comprises charging statistics and payment state management, wherein the charging statistics carries out statistics calculation on the time length of parking in a parking lot before a vehicle enters the parking lot and exits the parking lot, the payment state management carries out calculation on the condition that whether the vehicle finishes paying parking fees before the vehicle exits the parking lot, whether the vehicle finishes paying is judged, and the payment information comprises payment time, payment mode, payment amount, order number and vehicle license plate information.
In this embodiment, referring to fig. 1 and 6, the parking big data operation and maintenance management system is provided with a security management module for shooting and recording the road traffic picture and the pedestrian behavior after the vehicle enters the parking lot.
The safety management module comprises a plurality of groups of parking space monitoring probes and parking lot probes, wherein the plurality of groups of parking lot probes are respectively arranged at the tops of all channels in a parking lot, the images of vehicles, pedestrians and actions running inside the channels are shot and recorded, the plurality of groups of parking space monitoring probes are respectively correspondingly arranged at the tops of different parking spaces, the vehicles are driven in and driven out and the actions of the pedestrians are shot and recorded, the parking space monitoring probes are connected with detectors of corresponding parking spaces, and when the vehicles are driven in and driven out of the parking spaces through the detectors, the parking space monitoring probes are automatically started to shoot and record the images of the vehicles driven in and driven out.
In this embodiment, referring to fig. 1, 4 and 5, the parking big data operation and maintenance management system is provided with a parking space management module for performing statistical calculation management on parking space information in a parking space.
Wherein, the parking stall management module divides the parking stall into regional A, regional B, regional C, regional D. The serial number of region A is parking stall A1, parking stall A2, parking stall A3,.. The parking stall AN, simultaneously the parking stall management module is provided with multiunit detector module, and every group detector module corresponds the inside parking stall in different regions of parking stall and install corresponding detector, detector and parking stall guide plate are connected simultaneously, whether there is the vehicle in the detector monitoring parking stall that corresponds through regional parking stall, feedback to the parking stall when detecting that the parking stall has had to park the vehicle on the parking stall guide plate, the parking stall guide plate reduces surplus parking stall quantity automatically this moment, and detect the parking stall and do not park the vehicle or the vehicle drives out this parking stall completely after, feedback to the parking stall guide plate, the vehicle guide plate increases surplus car position number voluntarily this moment, every parking stall quantity unit is one.
In this embodiment, referring to fig. 1 and 6, the parking big data operation and maintenance management system is provided with a data analysis module, which is specifically a motion capture motion analysis unit and a vehicle multidimensional feature depth recognition unit, and is used for performing calculation analysis on each item of input and output data by the data analysis module, and has the functions of recognition and judgment.
The parking space monitoring probe, the parking place probe, the motion capture motion analysis unit and the vehicle multidimensional feature depth recognition unit are used for feeding back the shot vehicle and pedestrian picture information to the system, analyzing and judging whether surrounding vehicles and equipment are scratched, collided and unjustified when the vehicle is driven in and out through the vehicle multidimensional feature recognition unit, analyzing and judging whether the pedestrian behavior is dangerous and destructive through the motion capture motion analysis unit, simultaneously, the license plate recognition probe and the vehicle information acquisition probe are connected with the vehicle multidimensional feature depth recognition system, when the vehicle is driven in, the license plate information of the vehicle is acquired through the license plate recognition probe, the vehicle information acquisition probe shoots the vehicle, the vehicle information is subjected to deep learning through the vehicle multidimensional feature depth recognition system, the fine features of the vehicle brand, the vehicle model, the number of annual inspection marks, the internal details of driving windows, the situation of front row drivers, whether the sunroof and the like are up to four thousand dimensions are combined with the vehicle license plate information acquisition probe, and stored when the vehicle is driven out, and the license plate information acquisition of the vehicle is compared with the vehicle is judged whether the vehicle is driven in and the vehicle information is driven out through the vehicle multidimensional feature depth recognition system.
In the scheme, when the operation and maintenance management system based on dynamic visual analysis of parking big data of information acquisition works, vehicles acquire information from the entrance of a parking lot through license plate recognition probes and vehicle information acquisition probes which are arranged on entrance gates of the parking lot, the license plate recognition probes scan and recognize license plate information of the vehicles and enter the system, meanwhile, the vehicle information acquisition probes dynamically shoot the information of the vehicle body, after the information acquisition is finished, gate bars of the entrance gates of the parking lot are automatically lifted, the vehicles drive into the parking lot, and at the same time, automatic timing begins, after entering the inside of the parking lot, the parking lot probes shoot and record driving pictures of the vehicles in a channel, the vehicles enter the area to find parking spaces according to parking space guiding plates in different areas in the parking lot, and when the vehicles enter the parking spaces, detectors corresponding to the tops of the parking spaces monitor the vehicles, the parking space monitoring probe installed in the parking space is automatically started, at the moment, the parking space monitoring probe shoots and records the picture information of the vehicle driving into the parking space until the vehicle finishes parking and extinguishes, at the moment, the parking space monitoring probe continuously operates, shoots and records the picture within the shooting range of the vehicle until a driver returns to the vehicle, after the vehicle drives out of the parking space, the parking space monitoring probe is automatically closed after the existence of the vehicle is not detected by the detector, the picture of the vehicle driving in the channel is shot through the parking space probe, when the vehicle drives out of the parking space, the vehicle is scanned through a parking space outlet gate installed at a parking space outlet, the license plate information of the vehicle is scanned through a license plate recognition probe and fed back to the system, at the moment, the system searches the license plate information of the vehicle in the system, after searching is finished, the timing is stopped, and the charging is performed according to the parking time set by the parking space, the vehicle information acquisition probe shoots and records the vehicle dynamically, and after entering the two-dimension code, the vehicle owner automatically pops up the information such as the amount of the required order, the license plate information, the order number, the parking time period and the like, the vehicle owner selects the required payment mode, and after the payment is completed, the brake rod of the exit brake of the parking lot is automatically lifted, and the vehicle owner drives the vehicle out normally;
before a vehicle enters a parking lot, shooting and recording vehicle body information through a license plate recognition probe and a vehicle information acquisition probe which are arranged on an entrance gate of the parking lot, merging and feeding back to a system, deeply learning the vehicle body information through a vehicle multidimensional feature depth recognition unit arranged in a data analysis module, extracting fine features of up to four thousand dimensions such as a vehicle brand, a vehicle model number, a annual inspection number, the interior details of a driving window, the front row driver and personnel conditions, whether a skylight exists and the like, merging and storing the fine features with the license plate of the vehicle, until the vehicle exits, checking the vehicle information according to the recognized license plate information and the vehicle license plate information stored in the system after the acquisition is completed, comparing and analyzing the vehicle features of the vehicle information which are shot during the entering and the vehicle features of the vehicle information acquired on the site of the parking lot, judging whether the vehicle information is identical, whether a fake license plate, a theft vehicle, a backup scratch cut and the like exist, paying for the parking lot, and automatically releasing the vehicle from a vehicle gate after the parking lot is properly consistent, simultaneously judging that the vehicle exits from the parking lot, and simultaneously, and avoiding the vehicle exit from being in a malicious state;
after a vehicle owner parks a vehicle in a parking space of a parking lot, the vehicle owner shoots and records the vehicle in real time after leaving the vehicle, the parking space monitoring probe shoots images of the vehicle and the shooting range in real time through the parking space monitoring probe, the parking lot probe shoots and records pedestrian images in a parking lot channel and feeds back the images to a system in a unified way, a motion capture and motion analysis unit arranged by a data analysis module analyzes and judges whether behavior actions of a person approaching the vehicle and the pedestrian in the shot images, judges whether the pedestrian is the owner, whether the behavior actions of the pedestrian have malicious damage and dangerous behaviors, when judging that the behavior exists, the motion capture and motion analysis unit collects main characteristics of the person and feeds back the main characteristics of the person to the system, the parking space monitoring probe can check pedestrian information of the image through a display panel of a control terminal, and simultaneously shoots and records the moving images of the vehicle on the parking lot when the vehicle enters and exits the parking lot, a multi-dimensional characteristic depth recognition unit analyzes and judges the moving images of the shot vehicle at the moment, judges whether devices such as a piece of equipment exist, such devices as a piece of equipment, a piece of equipment and the like when judging that the characteristics are carried out, the vehicle is automatically carried out, and the vehicle depth is automatically recognized and the vehicle information is normally removed from the parking lot after the system is judged.
In the description of the present specification, the descriptions of the terms "one embodiment," "example," "specific example," and the like, mean that a particular feature, structure, material, or characteristic described in connection with the embodiment or example is included in at least one embodiment or example of the present invention. In this specification, schematic representations of the above terms do not necessarily refer to the same embodiments or examples. Furthermore, the particular features, structures, materials, or characteristics described may be combined in any suitable manner in any one or more embodiments or examples.
The preferred embodiments of the invention disclosed above are intended only to assist in the explanation of the invention. The preferred embodiments are not exhaustive or to limit the invention to the precise form 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 understand and utilize the invention. The invention is limited only by the claims and the full scope and equivalents thereof.
Claims (9)
1. The utility model provides a big data dynamic visual analysis fortune dimension management system parks based on information acquisition, includes control terminal, big data fortune dimension management system parks, and control terminal has independent control panel and display panel, and big data fortune dimension management system parks is installed to control terminal simultaneously, its characterized in that: the parking big data operation and maintenance management system is provided with a dynamic acquisition module, and the dynamic acquisition module acquires vehicle information entering and exiting a parking lot;
the parking big data operation and maintenance management system is provided with a payment management module which is used for timing, charging and managing vehicles entering and exiting a parking lot, and calculating and storing payment information of the vehicles;
the parking big data operation and maintenance management system is provided with a safety management module which is used for shooting and recording the running pictures and the pedestrian behaviors of the vehicles after entering the parking lot;
the parking big data operation and maintenance management system is provided with a parking lot parking space management module which is used for carrying out statistic calculation management on parking space information in a parking lot;
the parking big data operation and maintenance management system is provided with a data analysis module, and the data analysis module is specifically a motion capture motion analysis unit and a vehicle multidimensional feature depth recognition unit, and is used for carrying out calculation analysis on each item of input and output data by the data analysis module and has the functions of recognition and judgment.
2. The dynamic visual analysis operation and maintenance management system for parking big data based on information collection according to claim 1, wherein the dynamic collection module is provided with a gate through an inlet and an outlet of a parking lot respectively, and the gate is provided with a license plate recognition probe and a vehicle information collection probe.
3. The information acquisition-based parking big data dynamic visual analysis operation and maintenance management system according to claim 1, wherein the payment management module comprises charging statistics and payment state management.
4. The information acquisition-based parking big data dynamic visual analysis operation and maintenance management system according to claim 1, wherein the safety management module comprises a plurality of groups of parking space monitoring probes and parking space probes.
5. The information acquisition-based parking big data dynamic visual analysis operation and maintenance management system according to claim 1, wherein the parking lot parking space management module divides a parking lot into a region A, a region B, a region C, a region D and a region N, and a parking space guiding board is arranged at an entrance into each region.
6. The parking big data dynamic visual analysis operation and maintenance management system based on information acquisition according to claim 5, wherein the parking lot parking space management module is provided with a plurality of groups of detector modules, corresponding detectors are installed on parking spaces in different areas of a parking lot corresponding to each group of detector modules, and meanwhile the detectors are connected with parking space guiding cards.
7. The parking big data dynamic visual analysis operation and maintenance management system based on information acquisition according to claim 4 and 6, wherein the parking space monitoring probe is connected with a detector of a corresponding parking space.
8. The parking big data dynamic visual analysis operation and maintenance management system based on information acquisition according to claim 7, wherein the parking space monitoring probe, the parking space probe, the motion capturing and analyzing unit and the vehicle multidimensional feature depth identifying unit are all used for motion capturing and analyzing.
9. The parking big data dynamic visual analysis operation and maintenance management system based on information acquisition according to claim 2, wherein the license plate recognition probe and the vehicle information acquisition probe are both connected with a vehicle multidimensional feature depth recognition system.
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| CN202310491701.9A CN116778742A (en) | 2023-05-05 | 2023-05-05 | Information acquisition-based parking big data dynamic visual analysis operation and maintenance management system |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN117523906A (en) * | 2023-10-18 | 2024-02-06 | 上海软杰智能设备有限公司 | Intelligent parking space guiding management system and method based on Internet of things |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN117523906A (en) * | 2023-10-18 | 2024-02-06 | 上海软杰智能设备有限公司 | Intelligent parking space guiding management system and method based on Internet of things |
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