CN116453041A - Intelligent building monitoring information collection system - Google Patents

Intelligent building monitoring information collection system Download PDF

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Publication number
CN116453041A
CN116453041A CN202310225679.3A CN202310225679A CN116453041A CN 116453041 A CN116453041 A CN 116453041A CN 202310225679 A CN202310225679 A CN 202310225679A CN 116453041 A CN116453041 A CN 116453041A
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module
building monitoring
information
data
image data
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谭硕果
谭英嘉
甘嘉文
杨潇
魏玉富
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Shenzhen Comprehensive Transportation And Municipal Engineering Design And Research Institute Co ltd
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Shenzhen Comprehensive Transportation And Municipal Engineering Design And Research Institute Co ltd
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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/50—Context or environment of the image
    • G06V20/52—Surveillance or monitoring of activities, e.g. for recognising suspicious objects
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/70—Information retrieval; Database structures therefor; File system structures therefor of video data
    • G06F16/71—Indexing; Data structures therefor; Storage structures
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G06V10/30—Noise filtering
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G06V10/44—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
    • H04N21/43—Processing of content or additional data, e.g. demultiplexing additional data from a digital video stream; Elementary client operations, e.g. monitoring of home network or synchronising decoder's clock; Client middleware
    • H04N21/44—Processing of video elementary streams, e.g. splicing a video clip retrieved from local storage with an incoming video stream or rendering scenes according to encoded video stream scene graphs
    • H04N21/4408—Processing of video elementary streams, e.g. splicing a video clip retrieved from local storage with an incoming video stream or rendering scenes according to encoded video stream scene graphs involving video stream encryption, e.g. re-encrypting a decrypted video stream for redistribution in a home network
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N7/00—Television systems
    • H04N7/18—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast

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  • Multimedia (AREA)
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Abstract

The invention discloses a collection system of intelligent building monitoring information, which comprises: the system comprises a building monitoring image data acquisition module, a building monitoring service data service library module, a building monitoring data abnormality module and a building monitoring data format preset module, wherein the electrical output end of the building monitoring image data acquisition module is connected with an image data characteristic identification module, the electrical output end of the building monitoring image data acquisition module is connected with a building monitoring data image denoising module, and the electrical output end of the building monitoring data image denoising module is respectively connected with the building monitoring service data service library module, the building monitoring data abnormality module and the building monitoring data format preset module; the intelligent building monitoring information collection system comprises a building monitoring data format presetting module, a building monitoring information calling module, a feature identification model iteration module and a building monitoring information collection system.

Description

Intelligent building monitoring information collection system
Technical Field
The invention relates to the field of building monitoring, in particular to a collection system of intelligent building monitoring information.
Background
The construction of a smart city (SMARTCITY), which is one of the development strategies of many cities around the world, is a huge system project, and consists of various subsystems such as smart government affairs, smart medical treatment, smart transportation, etc. Among them, smart building words or smart building (smart building) is an essential component of smart cities. In the process of realizing the intelligent building, information acquisition is an important step and is the basis and foundation of subsequent control.
However, the inventor researches and discovers that in the existing data acquisition technology, the problem of incomplete data acquisition is easy to occur for the acquired intelligent building data.
Disclosure of Invention
In order to overcome the defects and shortcomings in the prior art, the invention provides a system for collecting intelligent building monitoring information. The system comprises:
the system comprises a building monitoring image data acquisition module, a building monitoring service data service library module, a building monitoring data abnormality module and a building monitoring data format preset module, wherein the electrical output end of the building monitoring image data acquisition module is connected with an image data characteristic identification module, the electrical output end of the building monitoring image data acquisition module is connected with a building monitoring data image denoising module, and the electrical output end of the building monitoring data image denoising module is respectively connected with the building monitoring service data service library module, the building monitoring data abnormality module and the building monitoring data format preset module;
the building monitoring information calling module is connected to the electrical output end of the building monitoring data abnormality module, and the electrical output end of the building monitoring information calling module is respectively connected with a building monitoring data dynamic updating module and a data encryption and decryption module;
the building monitoring data comprehensive supervision module is connected to the electrical output end of the building monitoring data format preset module, the electrical output end of the building monitoring data comprehensive supervision module is connected with the characteristic identification model iteration module, the electrical output end of the characteristic identification model iteration module is connected with the system manual control module, the electrical output end of the system manual control module is connected with the image data automatic evaluation module, and the electrical output end of the image data automatic evaluation module is connected with the characteristic identification interface display module;
further, the building monitoring image data acquisition module, the image data feature recognition module and the building monitoring data image denoising module are connected in series, and the building monitoring data image denoising module is electrically connected with the image data feature recognition module.
Further, the building monitoring data image denoising module is electrically connected with the building monitoring service data service library module, and the building monitoring data image denoising module, the building monitoring data abnormality module and the building monitoring information calling module are connected in series.
Further, the building monitoring information retrieving module is connected with the building monitoring data dynamic updating module in series, and the building monitoring data dynamic updating module is electrically connected with the building monitoring service data service library module.
Further, the building monitoring data image denoising module, the building monitoring data format presetting module, the building monitoring data comprehensive supervision module and the feature recognition model iteration module are connected in series.
Further, the feature recognition model iteration module, the system manual control module, the image data automatic evaluation module and the feature recognition interface display module are connected in series, and the system manual control module, the building monitoring information calling module and the data encryption and decryption module are connected in series.
Further, the building monitoring data image denoising module is further provided with:
the building monitoring model parameter optimization module is connected to the electrical output end of the building monitoring data image denoising module, and the electrical output end of the building monitoring model parameter optimization module is connected with the image data characteristic classification module.
Further, the building monitoring data image denoising module, the building monitoring model parameter optimizing module and the image data characteristic classifying module are connected in series.
Further, the building monitoring service data service library module is further provided with:
the building monitoring service data storage module is connected with the electrical output end of the building monitoring service data service library module, the building monitoring data image denoising module, the building monitoring service data service library module and the monitoring image data storage module are connected in series, and the image data characteristic classifying module is electrically connected with the monitoring image data storage module.
Further, the building monitoring information calling module is further provided with:
the image data analysis result danger prompting module is connected to the electrical output end of the building monitoring information calling module, and the building monitoring information calling module is electrically connected with the image data analysis result danger prompting module.
A collection system of intelligent building monitoring information comprises the following steps:
step T1: the dynamic data is stored in the information data through the building monitoring service data service library module, reference optimization is carried out, and system information is monitored through the building monitoring image data acquisition module;
step T2: when the input of system information is monitored, the image data feature recognition module is used for controlling the building monitoring data image denoising module to analyze the information qualification of the two information parties, if no information exists in the building monitoring service data service library module, the information is indicated to be new information, the building monitoring model parameter optimization module is used for preferentially storing the new information, and the image data feature classification module is used for extracting and analyzing the information of the new information after the priority storage;
step T3: if the information is the existing information, the information is directly extracted from the building monitoring service data service library module, then the accuracy of the information is judged through the monitoring image data storage module through the extracted new information and the characteristic information of the existing information in the building monitoring service data service library module respectively, the setting level of the information is judged, and at the moment, if the accuracy of the information is not qualified, the building monitoring data exception module is used for prompting, so that the characteristic information is conveniently calibrated, whether the characteristic information is consistent or not is confirmed, and if the characteristic information is not qualified after confirmation, the information is terminated through the building monitoring information retrieval module;
step T4: the building monitoring data dynamic updating module is used for transmitting information which does not have information qualification to the building monitoring service data service library module for storage, so that the information can be calibrated directly when the information appears in the future, the normal information flow is carried out when the accuracy of the information is analyzed to be qualified, the building monitoring data format preset module is used for monitoring the information process in real time, and the building monitoring data comprehensive monitoring module is used for prompting information setting;
step T5: the characteristic recognition model iteration module is used for carrying out characteristic recognition display on the data, and the system manual control module is used for carrying out characteristic recognition confirmation on the image data again;
step T6: after the image data is authenticated, the system transfers the image data to an image database, then an information analysis chart can be generated through a feature recognition interface display module to serve as an information integrity basis, if the accuracy of the image data is confirmed to be unqualified through the feature recognition again, the image data is returned to a system control interface through a data encryption and decryption module at the moment, the information is terminated, and meanwhile, when the monitoring image data storage module judges that the information setting level is very poor and false information or malicious information and the like occur, the dangerous prompt module directly warns through the image data analysis result.
Compared with the prior art, the invention provides a collection system for intelligent building monitoring information, which has the following beneficial effects: according to the intelligent building monitoring information collection system, an information process can be monitored in real time through the building monitoring data format preset module, the data is subjected to feature recognition display through the feature recognition model iteration module, the system manual control module can conduct feature recognition confirmation on the image data again, the image data automatic evaluation module can transfer the image data to the image database after the image data is authenticated to be qualified, and the information analysis chart can be generated through the feature recognition interface display module to serve as an information integrity basis.
1. The building monitoring image data acquisition module can monitor the input of system information, the image data feature recognition module can control the building monitoring data image denoising module to analyze the information qualification of both information sides when the information is input, the building monitoring service data service library module can save the information data of dynamic data, so that direct reference and optimization can be facilitated, the building monitoring data exception module can prompt when the information at the analysis place does not have the information qualification, the information can be conveniently calibrated, whether the feature information is consistent is confirmed, the information can be stopped through the building monitoring information acquisition module when the feature information is not qualified after the feature information is confirmed, the information which does not have the information qualification can be transmitted into the building monitoring service data service library module through the building monitoring data dynamic update module to be saved, and the information can be conveniently calibrated directly when the information appears in the future;
2. the building monitoring data comprehensive supervision module can prompt information setting after the analysis place has information qualification, the characteristic recognition model iteration module is used for carrying out characteristic recognition display on the data, the system manual control module can carry out characteristic recognition confirmation on the image data again, the image data automatic evaluation module can transfer the image data to the image database after the image data is authenticated to be qualified, and the characteristic recognition interface display module can generate an information analysis chart as an information integrity basis;
3. the invention is convenient for the preferential storage of new information through the building monitoring model parameter optimizing module, the image data characteristic classifying module can extract and analyze the information of the new information after the preferential storage of the new information, and the monitoring image data storing module can judge the accuracy of the information through the extracted new information and the characteristic information of the existing information in the building monitoring service data service library module respectively, thereby judging the setting level of the information, if the accuracy is qualified, the information is normal, if the accuracy is not qualified, the information is terminated, if the setting level is not qualified, and the situation such as false information or malicious information appears, and the like, the danger prompt module can directly warn through the image data analysis result, thereby avoiding the occurrence of the risk information, solving the problem that the existing information flow system based on the visualization technology lacks perfect monitoring system, thereby the situation of the risk information and even malicious information appears in the information process, disturbing the information flow and seriously influencing the safety of the information system.
Drawings
FIG. 1 is a schematic diagram of a system architecture of the present invention;
FIG. 2 is a flow chart of the system of the present invention.
Detailed Description
It should be noted that, without conflict, the embodiments and features of the embodiments in the present application may be combined with each other, and the present application will be further described in detail with reference to the drawings and the specific embodiments.
As shown in fig. 1, a system for collecting monitoring information of intelligent buildings,
the system comprises: the building monitoring image data acquisition module, the image data feature recognition module and the building monitoring data image denoising module are connected in series, and the building monitoring data image denoising module is electrically connected with the image data feature recognition module;
the building monitoring image data acquisition module can monitor the input of system information, and the image data characteristic recognition module can control the building monitoring data image denoising module to analyze the information qualification of the two information sides when the information is input;
the electrical output end of the building monitoring data image denoising module is respectively connected with a building monitoring service data service library module, a building monitoring data abnormality module and a building monitoring data format preset module; the building monitoring information calling module is connected to the electrical output end of the building monitoring data abnormality module, and the electrical output end of the building monitoring information calling module is respectively connected with the building monitoring data dynamic updating module and the data encryption and decryption module;
the building monitoring data image denoising module is electrically connected with the building monitoring service data service library module, and the building monitoring data image denoising module, the building monitoring data abnormal module and the building monitoring information calling module are connected in series; the building monitoring service data service library module can store information data of dynamic data, so that direct reference optimization can be facilitated, the building monitoring data exception module can prompt when information at an analysis place does not have information qualification, the information can be conveniently calibrated, whether the characteristic information is consistent is confirmed, and when the information qualification is still not met after confirmation, the information can be terminated through the building monitoring information calling module; the building monitoring information calling module is connected with the building monitoring data dynamic updating module in series, and the building monitoring data dynamic updating module is electrically connected with the building monitoring service data service library module;
the building monitoring data dynamic updating module can transmit information which does not have information qualification to the building monitoring service data service library module for storage, so that the information can be calibrated directly in the future; the building monitoring data comprehensive supervision module is connected to the electrical output end of the building monitoring data format preset module, the electrical output end of the building monitoring data comprehensive supervision module is connected with the characteristic identification model iteration module, the electrical output end of the characteristic identification model iteration module is connected with the system manual control module, and the building monitoring data image denoising module, the building monitoring data format preset module, the building monitoring data comprehensive supervision module and the characteristic identification model iteration module are connected in series;
the building monitoring data format presetting module can monitor the information process in real time, the building monitoring data comprehensive supervision module can prompt information setting after the analysis place has information qualification, and the feature recognition model iteration module is used for carrying out feature recognition display on the data; the electrical output end of the system manual control module is connected with an image data automatic evaluation module, and the electrical output end of the image data automatic evaluation module is connected with a characteristic identification interface display module;
the system comprises a feature identification model iteration module, a system manual control module, an image data automatic evaluation module and a feature identification interface display module, wherein the system manual control module, a building monitoring information retrieval module and a data encryption and decryption module are connected in series; the system manual control module can perform characteristic recognition confirmation on the image data again, the image data automatic evaluation module can transfer the image data to the image database after the image data is authenticated, and the information analysis chart can be generated through the characteristic recognition interface display module to serve as an information integrity basis.
A collection system for intelligent building monitoring information, comprising: the building monitoring model parameter optimization module is connected to the electrical output end of the building monitoring data image denoising module, and the electrical output end of the building monitoring model parameter optimization module is connected with the image data characteristic classification module;
the building monitoring data image denoising module, the building monitoring model parameter optimizing module and the image data characteristic classifying module are connected in series. The building monitoring model parameter optimization module is convenient for the preferential storage of new information, and the image data characteristic classification module can extract and analyze the information of the new information after the preferential storage of the new information;
the building monitoring service data storage module is connected to the electrical output end of the building monitoring service data service library module, and the building monitoring data image denoising module, the building monitoring service data service library module and the monitoring image data storage module are connected in series;
the monitoring image data storage module can judge the accuracy of the information through the extracted new information and the characteristic information of the existing information in the building monitoring service data service library module respectively, so that the setting level of the information is judged, if the accuracy is qualified, the information is normal, if the accuracy is unqualified, the information is terminated, if the setting level is very poor, false information or malicious information and other conditions occur;
the building monitoring information calling module is electrically connected with the image data analysis result dangerous prompting module;
the danger prompt module can directly warn through the image data analysis result, avoids the occurrence of risk information, and solves the problem that the existing information flow system based on the visualization technology lacks a perfect monitoring system, so that the situation of risk information and even malicious information can occur in the information process, the information flow is disturbed, and the safety of the information system is seriously influenced.
As shown in fig. 2, a system for collecting monitoring information of an intelligent building includes the following steps:
step T1: the dynamic data is stored in the information data through the building monitoring service data service library module, reference optimization is carried out, and system information is monitored through the building monitoring image data acquisition module;
step T2: when the input of system information is monitored, the image data feature recognition module is used for controlling the building monitoring data image denoising module to analyze the information qualification of the two information parties, if no information exists in the building monitoring service data service library module, the information is indicated to be new information, the building monitoring model parameter optimization module is used for preferentially storing the new information, and the image data feature classification module is used for extracting and analyzing the information of the new information after the priority storage;
step T3: if the information is the existing information, the information is directly extracted from the building monitoring service data service library module, then the accuracy of the information is judged through the monitoring image data storage module through the extracted new information and the characteristic information of the existing information in the building monitoring service data service library module respectively, the setting level of the information is judged, and at the moment, if the accuracy of the information is not qualified, the building monitoring data exception module is used for prompting, so that the characteristic information is conveniently calibrated, whether the characteristic information is consistent or not is confirmed, and if the characteristic information is not qualified after confirmation, the information is terminated through the building monitoring information retrieval module;
step T4: the building monitoring data dynamic updating module is used for transmitting information which does not have information qualification to the building monitoring service data service library module for storage, so that the information can be calibrated directly when the information appears in the future, the normal information flow is carried out when the accuracy of the information is analyzed to be qualified, the building monitoring data format preset module is used for monitoring the information process in real time, and the building monitoring data comprehensive monitoring module is used for prompting information setting;
step T5: the characteristic recognition model iteration module is used for carrying out characteristic recognition display on the data, and the system manual control module is used for carrying out characteristic recognition confirmation on the image data again;
step T6: after the image data is authenticated, the system transfers the image data to an image database, then an information analysis chart can be generated through a feature recognition interface display module to serve as an information integrity basis, if the accuracy of the image data is confirmed to be unqualified through the feature recognition again, the image data is returned to a system control interface through a data encryption and decryption module at the moment, the information is terminated, and meanwhile, when the monitoring image data storage module judges that the information setting level is very poor and false information or malicious information and the like occur, the dangerous prompt module directly warns through the image data analysis result.
Working principle: when the intelligent building monitoring information collecting system is used, firstly, the building monitoring service data service library module is used for storing information of the existing information which is previously information on the visual system, so that direct reference and optimization are facilitated, the building monitoring image data acquisition module is used for supervising the system information, when the input of the system information is supervised, the image data characteristic recognition module is used for controlling the building monitoring data image denoising module to conduct information qualification analysis on the information of both sides of the information, when the building monitoring service data service library module is not provided with the information, the information is indicated to be new information, and when the building monitoring model parameter optimization module is used for preferentially storing the new information, the image data characteristic classification module is used for extracting and analyzing the information of the new information after the priority storage;
secondly, if the information is the existing information, the information is directly extracted from the building monitoring service data service library module, then the accuracy of the information is judged through the new information extracted by the monitoring image data storage module and the characteristic information of the existing information in the building monitoring service data service library module respectively, the setting level of the information is judged, and at the moment, if the accuracy of the information is not qualified, the abnormal module of building monitoring data is used for prompting, so that the characteristic information is conveniently calibrated, whether the characteristic information is consistent is confirmed, and if the characteristic information is not qualified after confirmation, the information is terminated through the building monitoring information acquisition module;
the building monitoring data format preset module monitors the information process in real time, prompts information setting through the building monitoring data comprehensive supervision module, performs feature recognition display on the data through the feature recognition model iteration module, and performs feature recognition confirmation on the image data again through the system manual control module;
and finally, the system transfers the image data to an image database after the image data is authenticated to be qualified, and then the image data can be generated into an information analysis chart through the feature recognition interface display module to be used as an information integrity basis, if the accuracy of the image data is unqualified through the feature recognition again, the image data is returned to a system control interface through the data encryption and decryption module at the moment, the information is terminated, and meanwhile, when the monitoring image data storage module judges that the information setting level is very poor and the conditions such as false information or malicious information occur, the dangerous prompt module directly warns through the image data analysis result, the occurrence of risk information is avoided, the information flow is disturbed, and the safety of a visual information system is influenced, so that the working principle of the intelligent building monitoring information collection system is provided.
In the description of the present invention, it should be noted that, unless explicitly specified and limited otherwise, the terms "disposed," "mounted," "connected," and "fixed" are to be construed broadly, and may be, for example, fixedly connected, detachably connected, or integrally connected; can be mechanically or electrically connected; can be directly connected or indirectly connected through an intermediate medium, and can be communication between two elements. The specific meaning of the above terms in the present invention can be understood by those of ordinary skill in the art in a specific case.
Although embodiments of the present invention have been shown and described, it will be understood by those skilled in the art that various equivalent changes, modifications, substitutions and alterations can be made to these embodiments without departing from the principles and spirit of the invention, the scope of which is defined in the appended claims and their equivalents.

Claims (10)

1. A system for collecting intelligent building monitoring information, the system comprising:
the system comprises a building monitoring image data acquisition module, wherein an electrical output end of the building monitoring image data acquisition module is connected with an image data characteristic identification module, an electrical output end of the building monitoring image data acquisition module is connected with a building monitoring data image denoising module, and an electrical output end of the building monitoring data image denoising module is respectively connected with a building monitoring service data service library module, a building monitoring data abnormality module and a building monitoring data format preset module;
the building monitoring information calling module is connected to the electrical output end of the building monitoring data abnormality module, and the electrical output end of the building monitoring information calling module is respectively connected with a building monitoring data dynamic updating module and a data encryption and decryption module;
the building monitoring data comprehensive supervision module is connected with the electrical output end of the building monitoring data format preset module, the electrical output end of the building monitoring data comprehensive supervision module is connected with the characteristic identification model iteration module, the electrical output end of the characteristic identification model iteration module is connected with the system manual control module, the electrical output end of the system manual control module is connected with the image data automatic evaluation module, and the electrical output end of the image data automatic evaluation module is connected with the characteristic identification interface display module.
2. The intelligent building monitoring information collecting system according to claim 1, wherein the building monitoring image data acquisition module, the image data feature recognition module and the building monitoring data image denoising module are connected in series, and the building monitoring data image denoising module is electrically connected with the image data feature recognition module.
3. The intelligent building monitoring information collecting system according to claim 1, wherein the building monitoring data image denoising module is electrically connected with the building monitoring service data service library module, and the building monitoring data image denoising module, the building monitoring data anomaly module and the building monitoring information calling module are connected in series.
4. The intelligent building monitoring information collecting system according to claim 1, wherein the building monitoring information retrieving module and the building monitoring data dynamic updating module are connected in series, and the building monitoring data dynamic updating module is electrically connected with the building monitoring service data service library module.
5. The intelligent building monitoring information collecting system according to claim 1, wherein the building monitoring data image denoising module, the building monitoring data format presetting module, the building monitoring data comprehensive supervision module and the feature recognition model iteration module are connected in series.
6. The intelligent building monitoring information collecting system according to claim 1, wherein the feature recognition model iteration module, the system manual control module, the image data automatic evaluation module and the feature recognition interface display module are connected in series, and the system manual control module, the building monitoring information calling module and the data encryption and decryption module are connected in series.
7. The intelligent building monitoring information collection system according to claim 1, wherein the building monitoring data image denoising module is further provided with: the building monitoring model parameter optimization module is connected to the electrical output end of the building monitoring data image denoising module, the electrical output end of the building monitoring model parameter optimization module is connected with the image data characteristic classification module, and the building monitoring data image denoising module, the building monitoring model parameter optimization module and the image data characteristic classification module are connected in series.
8. The intelligent building monitoring information collection system according to claim 7, wherein the building monitoring service database module further comprises: the building monitoring service data storage module is connected with the electrical output end of the building monitoring service data service library module, the building monitoring data image denoising module, the building monitoring service data service library module and the monitoring image data storage module are connected in series, and the image data characteristic classifying module is electrically connected with the monitoring image data storage module.
9. The intelligent building monitoring information collecting system according to claim 1, wherein the building monitoring information retrieving module further comprises: the image data analysis result danger prompting module is connected to the electrical output end of the building monitoring information calling module, and the building monitoring information calling module is electrically connected with the image data analysis result danger prompting module.
10. A system for collecting intelligent building monitoring information according to claims 1-9, characterized in that the system comprises the steps of:
step T1: the dynamic data is stored in the information data through the building monitoring service data service library module, reference optimization is carried out, and system information is monitored through the building monitoring image data acquisition module;
step T2: when the input of system information is monitored, the image data feature recognition module is used for controlling the building monitoring data image denoising module to analyze the information qualification of the two information parties, if no information exists in the building monitoring service data service library module, the information is indicated to be new information, the building monitoring model parameter optimization module is used for preferentially storing the new information, and the image data feature classification module is used for extracting and analyzing the information of the new information after the priority storage;
step T3: if the information is the existing information, the information is directly extracted from the building monitoring service data service library module, then the accuracy of the information is judged through the monitoring image data storage module through the extracted new information and the characteristic information of the existing information in the building monitoring service data service library module respectively, the setting level of the information is judged, and at the moment, if the accuracy of the information is not qualified, the building monitoring data exception module is used for prompting, so that the characteristic information is conveniently calibrated, whether the characteristic information is consistent or not is confirmed, and if the characteristic information is not qualified after confirmation, the information is terminated through the building monitoring information retrieval module;
step T4: the building monitoring data dynamic updating module is used for transmitting information which does not have information qualification to the building monitoring service data service library module for storage, so that the information can be calibrated directly when the information appears in the future, the normal information flow is carried out when the accuracy of the information is analyzed to be qualified, the building monitoring data format preset module is used for monitoring the information process in real time, and the building monitoring data comprehensive monitoring module is used for prompting information setting;
step T5: the characteristic recognition model iteration module is used for carrying out characteristic recognition display on the data, and the system manual control module is used for carrying out characteristic recognition confirmation on the image data again;
step T6: after the image data is authenticated, the system transfers the image data to an image database, then an information analysis chart can be generated through a feature recognition interface display module to serve as an information integrity basis, if the accuracy of the image data is confirmed to be unqualified through the feature recognition again, the image data is returned to a system control interface through a data encryption and decryption module at the moment, the information is terminated, and meanwhile, when the monitoring image data storage module judges that the information setting level is very poor and false information or malicious information occurs, the dangerous prompt module directly warns through the image data analysis result.
CN202310225679.3A 2023-03-01 2023-03-01 Intelligent building monitoring information collection system Pending CN116453041A (en)

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