CN116828326A - Distributed indoor matrixing monitoring system - Google Patents
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Abstract
The invention provides a distributed indoor matrixing monitoring system, which comprises: the determining module is used for determining the mounting point of the digital extension based on the environmental distribution of the monitoring area and mounting a camera in the monitoring area; the monitoring module is used for dividing and marking the video image acquired by the camera based on the installation point of the digital extension, and independently monitoring the marked video to obtain monitoring data; the association module is used for associating the monitoring data with the digital extension and determining monitoring early warning information according to the association result and the monitoring data; the host module is used for receiving and positioning the target digital extension and the monitoring video according to the monitoring early warning information and communicating with the target digital extension; the invention realizes the communication and monitoring of the monitoring area remotely, thereby realizing the effective and timely monitoring management of the monitoring area, better monitoring the condition of the patient, providing help in time and ensuring the safety of the patient.
Description
Technical Field
The invention relates to the field of video monitoring data, in particular to a distributed indoor matrixing monitoring system.
Background
In a hospital, a plurality of patients needing nursing are provided with nursing wards, nurses on duty need to nurse a plurality of wards, generally, nurses directly nurse or monitor activities of the patients through monitors, the nurses watch the monitors at any moment through looking at the monitors, so that the monitoring of the patients is not comprehensive enough, the condition of the patients can not be known at any moment, calling machines are generally only arranged beside the sickbed for patient help calling devices, if the patients are abnormal at other positions of the wards, the patients can not timely seek help through the calling machines, danger is brought to the patients, and at present, the comprehensive intelligent comprehensive monitoring management system for the wards is not available, so that comprehensive effective monitoring management for the wards is realized.
Disclosure of Invention
The invention provides a distributed indoor matrixing monitoring system, which realizes the communication and monitoring of a monitoring area remotely, thereby realizing the effective and timely monitoring management of the monitoring area, better monitoring the condition of a patient, providing help in time and ensuring the safety of the patient.
A distributed indoor matrixing monitoring system, comprising:
the determining module is used for determining the mounting point of the digital extension based on the environmental distribution of the monitoring area and mounting a camera in the monitoring area;
the monitoring module is used for dividing and marking the video image acquired by the camera based on the installation point of the digital extension, and independently monitoring the marked video to obtain monitoring data;
the association module is used for associating the monitoring data with the digital extension and determining monitoring early warning information according to the association result and the monitoring data;
and the host module is used for receiving and positioning the target digital extension and the monitoring video according to the monitoring early warning information and communicating with the target digital extension.
Preferably, the determining module includes:
a dividing unit for dividing the monitoring area into a plurality of functional areas according to the environmental distribution of the monitoring area and selecting an optimal mounting point according to the environmental layout of each functional area;
the first installation unit is used for determining the wiring layout of the digital extension based on the layout among the installation points, and carrying out communication connection on the digital extension in the same indoor area, so as to realize the installation of the digital extension according to the wiring layout and the communication connection;
and a second mounting unit for mounting the camera in a common area of the monitoring area.
Preferably, the determining module further includes:
the extension set unit is used for determining the record information and the monitoring information of the corresponding digital extension according to the functional characteristics of the functional area, pre-storing the record information to the corresponding digital extension, and determining the monitoring target of the corresponding digital extension according to the monitoring information; and establishes a monitoring control setting of the corresponding digital extension based on the monitoring target.
Preferably, the monitoring module comprises:
the image analysis unit is used for determining a monitoring area of the digital extension based on the installation point of the digital extension, acquiring video images acquired by the camera, acquiring video frame images in a static state from the video images, and carrying out feature recognition on the video frame images to obtain feature points and feature information;
the feature matching unit is used for acquiring reference feature information existing in the monitoring area, matching the reference feature information with the feature information to determine target feature information matched with the reference feature information, and determining target feature points corresponding to the target feature information;
the marking unit is used for determining the position of the target characteristic point in the video frame image, dividing the video frame image into a plurality of video frame sub-images based on the position, determining the target video frame sub-image corresponding to the digital extension, and marking the target video frame sub-image based on the equipment identifier of the digital extension;
the transmission determining unit is used for establishing a transmission channel between the camera acquisition image and the digital extension, determining the transmission relation between the digital extension and the target video frame sub-image according to the marks, configuring transmission resources for the target video frame sub-image based on the transmission relation, and transmitting the target video frame sub-image to the corresponding digital extension through the transmission channel based on the transmission resources;
the data acquisition unit is used for designing a manual identification model for the target video frame sub-image according to the monitoring target after the digital extension receives the corresponding target video frame sub-image, identifying the target video frame sub-image by using the manual identification model to obtain identification result data, and taking the identification result data as monitoring data.
Preferably, the data acquisition unit further includes:
the model design unit is used for acquiring historical monitoring data of the monitoring target, acquiring normal monitoring data and abnormal monitoring data from the historical monitoring data, taking the normal monitoring data as a positive label, taking the abnormal monitoring data as a negative label, and training an initial manual identification model by taking the positive label and the negative label as training samples to obtain the manual identification model aiming at the monitoring target.
Preferably, the association module includes:
the first association unit is used for acquiring a camera mark of a camera corresponding to the monitoring data, acquiring a device identifier corresponding to the data extension, and carrying out first association based on the camera identifier and the device identifier to obtain a first association result;
the second association unit is used for judging the number of the camera identifications corresponding to the same identification in the first association result and judging whether the number is larger than 1;
if so, acquiring a video area corresponding to the camera in the first association result, splicing a plurality of video areas according to the characteristics of the video area to obtain a target video area, and performing second association on the target video area and the equipment identifier to obtain a target association result;
otherwise, the first association result is used as a target association result;
the video calling unit is used for analyzing the monitoring data, preliminarily determining abnormal data in the monitoring data, and calling the complete monitoring video of the camera corresponding to the abnormal data according to the target association result;
the video analysis unit is used for carrying out association analysis and logic analysis on the complete monitoring video based on the abnormal data to obtain abnormal monitoring data in the complete monitoring video;
and the early warning generation unit is used for generating monitoring early warning information based on the abnormal monitoring data.
Preferably, the video analysis unit includes:
the judging unit is used for determining the position of the abnormal data in the complete monitoring video and judging whether the association relationship exists in the complete monitoring video according to the type of the abnormal data;
if yes, determining adjacent associated monitoring videos based on the positions of the abnormal data in the complete monitoring videos, determining digital extensions corresponding to the associated detection videos according to target association results, obtaining associated monitoring data of the digital extensions corresponding to the associated detection videos, and acquiring associated abnormal data from the associated monitoring data;
otherwise, determining that other abnormal conditions do not exist in the complete monitoring video, and taking inter-abnormal data as final abnormal monitoring data;
and the integration unit is used for sequentially determining the associated abnormal data and the abnormal data before and after and determining the position according to the real-time and the real-time position of the monitored associated abnormal data after the associated abnormal data is acquired, and finally obtaining the abnormal monitoring data in the complete monitoring video.
Preferably, the early warning generation unit includes:
the generation unit is used for determining the related data of the related digital extension set according to the abnormal monitoring data, determining the early warning time and the early warning content according to the related data, and generating monitoring early warning information aiming at the related digital extension set by combining the equipment identifier of the related digital extension set.
Preferably, the host module includes:
the early warning dividing unit is used for determining a target digital extension according to the equipment identifier of the monitoring early warning information and dividing the monitoring early warning information into a plurality of sub early warning information, wherein one target digital extension corresponds to one sub early warning information;
the sequence determining unit is used for determining the communication sequence with the target digital analysis according to the early warning time in the sub early warning information;
the scheme determining unit is used for obtaining the corresponding response scheme corresponding to the sub-early warning information from the response strategy library, communicating with the target digital extension set according to the communication sequence, and sending the corresponding response scheme to the corresponding target digital extension set through communication.
Preferably, the scheme determining unit further includes:
the strategy library generation unit is used for acquiring a history coping scheme corresponding to the history early warning information, acquiring a history score of the history coping scheme, and acquiring a target coping scheme with the highest history score to be matched with the history early warning information so as to generate a coping strategy library;
and the updating unit is used for updating the corresponding strategy library according to the corresponding response scheme and the score after the latest early warning response is completed.
Compared with the prior art, the invention has the following beneficial effects:
the installation position of the digital extension is determined according to the environment distribution, such as layout, of a ward of a monitoring area, such as a whole floor, the digital extension is used for realizing communication and monitoring between the extension and a host, then video images collected by a camera are segmented and marked based on installation points of the digital machine and the digital extension, the video images collected by the camera are matched, segmented and marked with the monitoring area according to the digital extension, matrix management of monitoring data is realized, unified monitoring management of the whole floor ward is realized, monitoring data is monitored, early warning information is determined, a target digital extension and a monitoring video are positioned according to the association of the monitoring data and the digital extension, and the communication and monitoring of the monitoring area are realized remotely, so that effective and timely monitoring management of the monitoring area is realized, the condition of a patient is better monitored, help is provided timely, and the safety of the patient is ensured.
Additional features and advantages of the invention will be set forth in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention. The objectives and other advantages of the invention will be realized and attained by the structure particularly pointed out in the written description and claims thereof as well as the appended drawings.
The technical scheme of the invention is further described in detail through the drawings and the embodiments.
Drawings
The accompanying drawings are included to provide a further understanding of the invention and are incorporated in and constitute a part of this specification, illustrate the invention and together with the embodiments of the invention, serve to explain the invention. In the drawings:
FIG. 1 is a block diagram of a distributed indoor matrixing monitoring system in accordance with an embodiment of the present invention;
FIG. 2 is a block diagram of a determination module in an embodiment of the invention;
fig. 3 is a block diagram of an association module in an embodiment of the present invention.
Detailed Description
The preferred embodiments of the present invention will be described below with reference to the accompanying drawings, it being understood that the preferred embodiments described herein are for illustration and explanation of the present invention only, and are not intended to limit the present invention.
Example 1:
an embodiment of the present invention provides a distributed indoor matrixing monitoring system, as shown in fig. 1, including:
the determining module is used for determining the mounting point of the digital extension based on the environmental distribution of the monitoring area and mounting a camera in the monitoring area;
the monitoring module is used for dividing and marking the video image acquired by the camera based on the installation point of the digital extension, and independently monitoring the marked video to obtain monitoring data;
the association module is used for associating the monitoring data with the digital extension and determining monitoring early warning information according to the association result and the monitoring data;
and the host module is used for receiving and positioning the target digital extension and the monitoring video according to the monitoring early warning information and communicating with the target digital extension.
In the embodiment, the host module mainly consists of a data host, and the digital extension and the data host adopt a pure two-wire line networking mode, namely, the signal line power line is one line, and the wiring are simple and easy to install.
The working principle and the beneficial effects of the design scheme are as follows: the installation position of the digital extension is determined according to the environment distribution, such as layout, of a ward of a monitoring area, such as a whole floor, the digital extension is used for realizing communication and monitoring between the extension and a host, then video images collected by a camera are segmented and marked based on installation points of the digital machine and the digital extension, the video images collected by the camera are matched, segmented and marked with the monitoring area according to the digital extension, matrix management of monitoring data is realized, unified monitoring management of the whole floor ward is realized, monitoring data is monitored, early warning information is determined, a target digital extension and a monitoring video are positioned according to the association of the monitoring data and the digital extension, and the communication and monitoring of the monitoring area are realized remotely, so that effective and timely monitoring management of the monitoring area is realized, the condition of a patient is better monitored, help is provided timely, and the safety of the patient is ensured.
Example 2:
based on embodiment 1, an embodiment of the present invention provides a distributed indoor matrixing monitoring system, as shown in fig. 2, a determining module includes:
a dividing unit for dividing the monitoring area into a plurality of functional areas according to the environmental distribution of the monitoring area and selecting an optimal mounting point according to the environmental layout of each functional area;
the first installation unit is used for determining the wiring layout of the digital extension based on the layout among the installation points, and carrying out communication connection on the digital extension in the same indoor area, so as to realize the installation of the digital extension according to the wiring layout and the communication connection;
and a second mounting unit for mounting the camera in a common area of the monitoring area.
The working principle and the beneficial effects of the design scheme are as follows: according to the environment distribution of the monitoring area, the monitoring area is divided into a plurality of functional areas according to the function distribution, such as a sickbed area, a ward gate area, a bathroom area and the like, and according to the environment layout of each functional area, the optimal installation point is selected, the characteristics of a single area are considered when the installation point is selected, the characteristics of other adjacent areas are considered, convenience is brought to wiring, the wiring is required to realize the communication connection of the digital extensions in the same indoor area, the installation of the digital extensions is realized according to the wiring layout and the communication connection, the optimality of the digital extensions obtained by the installation on the position distribution and the communication connection is ensured, the distributed indoor matrixing monitoring is realized, and the monitoring effect is ensured.
Example 3:
based on embodiment 2, an embodiment of the present invention provides a distributed indoor matrixing monitoring system, and a determining module, further including:
the extension set unit is used for determining the record information and the monitoring information of the corresponding digital extension according to the functional characteristics of the functional area, pre-storing the record information to the corresponding digital extension, and determining the monitoring target of the corresponding digital extension according to the monitoring information; and establishes a monitoring control setting of the corresponding digital extension based on the monitoring target.
The working principle and the beneficial effects of the design scheme are as follows: according to the functional characteristics of the functional areas, such as a gate area, a sickbed area, a toilet area and the like, respectively corresponding record information is, for example, personnel access records, medication records and toilet records, a monitoring target corresponding to the data extension is determined according to the monitoring information, the monitoring target is a corresponding monitoring area, monitoring control settings are, for example, a snap monitoring area is determined, identification settings, automatic recording settings and the like, and the monitoring operation of the data extension is realized by setting the digital extension, so that a foundation is provided for acquiring monitoring data.
Example 4:
based on embodiment 1, an embodiment of the present invention provides a distributed indoor matrixing monitoring system, a monitoring module, including:
the image analysis unit is used for determining a monitoring area of the digital extension based on the installation point of the digital extension, acquiring video images acquired by the camera, acquiring video frame images in a static state from the video images, and carrying out feature recognition on the video frame images to obtain feature points and feature information;
the feature matching unit is used for acquiring reference feature information existing in the monitoring area, matching the reference feature information with the feature information to determine target feature information matched with the reference feature information, and determining target feature points corresponding to the target feature information;
the marking unit is used for determining the position of the target characteristic point in the video frame image, dividing the video frame image into a plurality of video frame sub-images based on the position, determining the target video frame sub-image corresponding to the digital extension, and marking the target video frame sub-image based on the equipment identifier of the digital extension;
the transmission determining unit is used for establishing a transmission channel between the camera acquisition image and the digital extension, determining the transmission relation between the digital extension and the target video frame sub-image according to the marks, configuring transmission resources for the target video frame sub-image based on the transmission relation, and transmitting the target video frame sub-image to the corresponding digital extension through the transmission channel based on the transmission resources;
the data acquisition unit is used for designing a manual identification model for the target video frame sub-image according to the monitoring target after the digital extension receives the corresponding target video frame sub-image, identifying the target video frame sub-image by using the manual identification model to obtain identification result data, and taking the identification result data as monitoring data.
The working principle and the beneficial effects of the design scheme are as follows: determining a monitoring area of a digital extension based on an installation point of the digital extension, acquiring a video image acquired by a camera, acquiring a video frame image under a static state from the video image, wherein the video frame image under the static state is a shooting area of the camera and is static in a preset time, the purpose of acquiring the frame image from the static state is to avoid that other objects under the dynamic state intrude into the camera to cause inaccuracy of determining characteristic points, thereby causing unreasonable situation of image segmentation, then carrying out characteristic recognition on the video frame image to obtain the characteristic points and the characteristic information, acquiring reference characteristic information existing in the monitoring area as characteristic euphoria possibly existing in the monitoring area, such as sickbed reference characteristic information existing in a ward area, carrying out matching determination on the reference characteristic information and the characteristic information to determine target characteristic information matched with the reference characteristic information, and determining target characteristic points corresponding to the target characteristic information; determining the position of a target feature point in a video frame image, dividing the video frame image into a plurality of video frame sub-images based on the position, determining a target video frame sub-image corresponding to a digital extension, realizing accurate division of the target video frame sub-image, providing a basis for accurate acquisition of monitoring data, marking the target video frame sub-image based on equipment identification of the data extension, determining matching of the target video sub-image and the equipment identification, establishing a transmission channel between a camera acquisition image and the digital extension, determining the transmission relation between the digital extension and the target video frame sub-image according to the marking, configuring transmission resources for the target video frame sub-image based on the transmission relation, transmitting the target video frame sub-image to the corresponding digital extension through the transmission channel based on the transmission resources, realizing automatic accurate transmission of the target video frame sub-image to the digital extension, designing an artificial identification model for the target video frame sub-image according to a monitoring target such as personnel walking and the like after the target video sub-image is transmitted to the corresponding digital extension, designing the artificial identification model according to the monitoring target of the digital extension, carrying out identification by utilizing the artificial identification model, obtaining the target video frame sub-image, obtaining the identification result, and taking the identification result as the monitoring result data, ensuring that the monitoring result does not comprise the video distribution data, and realizing the real-time matrix data.
Example 5:
based on embodiment 4, an embodiment of the present invention provides a distributed indoor matrixing monitoring system, where the data acquisition unit further includes:
the model design unit is used for acquiring historical monitoring data of the monitoring target, acquiring normal monitoring data and abnormal monitoring data from the historical monitoring data, taking the normal monitoring data as a positive label, taking the abnormal monitoring data as a negative label, and training an initial manual identification model by taking the positive label and the negative label as training samples to obtain the manual identification model aiming at the monitoring target.
The working principle and the beneficial effects of the design scheme are as follows: the initial manual identification model is trained as a training sample after positive and negative classification is carried out according to historical monitoring data of the monitoring target, so that the pertinence and the accuracy of the obtained manual identification model on the monitoring target are ensured, and the accuracy of the identification result data is ensured.
Example 6:
based on embodiment 1, an embodiment of the present invention provides a distributed indoor matrixing monitoring system, as shown in fig. 3, an association module, including:
the first association unit is used for acquiring a camera mark of a camera corresponding to the monitoring data, acquiring a device identifier corresponding to the data extension, and carrying out first association based on the camera identifier and the device identifier to obtain a first association result;
the second association unit is used for judging the number of the camera identifications corresponding to the same identification in the first association result and judging whether the number is larger than 1;
if so, acquiring a video area corresponding to the camera in the first association result, splicing a plurality of video areas according to the characteristics of the video area to obtain a target video area, and performing second association on the target video area and the equipment identifier to obtain a target association result;
otherwise, the first association result is used as a target association result;
the video calling unit is used for analyzing the monitoring data, preliminarily determining abnormal data in the monitoring data, and calling the complete monitoring video of the camera corresponding to the abnormal data according to the target association result;
the video analysis unit is used for carrying out association analysis and logic analysis on the complete monitoring video based on the abnormal data to obtain abnormal monitoring data in the complete monitoring video;
and the early warning generation unit is used for generating monitoring early warning information based on the abnormal monitoring data.
The working principle and the beneficial effects of the design scheme are as follows: acquiring camera marks of cameras corresponding to the monitoring data, acquiring equipment marks corresponding to the data extensions, performing first association based on the camera marks and the equipment marks to obtain a first association result, determining association between the digital extensions and the cameras through the first association result, and then judging the number of the camera marks corresponding to the same equipment mark in the first association result, wherein the number is larger than 1; if so, acquiring a video area corresponding to the camera in the first association result, splicing a plurality of video areas according to the characteristics of the video area to obtain a target video area, and performing second association on the target video area and the equipment identifier to obtain a target association result; otherwise, the first association result is used as a target association result, the target association result realizes the association of the monitoring area and the digital extension, a basis is provided for the determination of the monitoring data, then the monitoring data is analyzed, the abnormal data in the monitoring data is primarily determined, the complete monitoring video of the camera corresponding to the abnormal data is called according to the target association result, the association analysis and the logic analysis are carried out on the complete monitoring video based on the abnormal data, the abnormal monitoring data in the complete monitoring video is obtained, the abnormal monitoring data not only comprises the abnormal data of the digital extension but also comprises the abnormal data of other digital extensions associated with the abnormal data, the purpose of integrating the abnormal data is realized, the comprehensiveness of abnormal determination is ensured, a data basis of a whole wheat surface is provided for early warning, finally, the monitoring early warning information is generated based on the abnormal monitoring data, the distributed indoor matrixing monitoring early warning is realized, the effective and timely monitoring management on the monitoring area is realized, the condition of a patient is better monitored, the help is timely provided, and the safety of the patient is ensured.
Example 7:
based on embodiment 6, an embodiment of the present invention provides a distributed indoor matrixing monitoring system, a video analysis unit, including:
the judging unit is used for determining the position of the abnormal data in the complete monitoring video and judging whether the association relationship exists in the complete monitoring video according to the type of the abnormal data;
if yes, determining adjacent associated monitoring videos based on the positions of the abnormal data in the complete monitoring videos, determining digital extensions corresponding to the associated detection videos according to target association results, obtaining associated monitoring data of the digital extensions corresponding to the associated detection videos, and acquiring associated abnormal data from the associated monitoring data;
otherwise, determining that other abnormal conditions do not exist in the complete monitoring video, and taking inter-abnormal data as final abnormal monitoring data;
and the integration unit is used for sequentially determining the associated abnormal data and the abnormal data before and after and determining the position according to the real-time and the real-time position of the monitored associated abnormal data after the associated abnormal data is acquired, and finally obtaining the abnormal monitoring data in the complete monitoring video.
The working principle and the beneficial effects of the design scheme are as follows: determining the position of the abnormal data in the complete monitoring video, judging whether an association relationship exists in the complete monitoring video according to the type of the abnormal data, wherein the association relationship can be, for example, that the abnormal data is detected and erased, and the abnormal data in the complete monitoring video is finally obtained through the front-back sequential determination and position determination of the associated abnormal data and the abnormal data according to the real-time and the real-time position of the associated abnormal data, wherein at the moment, the two digital extensions are associated, the adjacent associated monitoring video is determined based on the position of the abnormal data in the complete monitoring video, the digital extensions corresponding to the associated detection video are determined according to the target association result, the associated monitoring data of the digital extensions corresponding to the associated detection video are obtained, the associated abnormal data is obtained from the associated monitoring data, and after the associated abnormal data is obtained, the logic and the comprehensiveness of the obtained abnormal monitoring data are finally obtained, so that an accurate data basis is provided for early warning.
Example 8:
based on embodiment 6, an embodiment of the present invention provides a distributed indoor matrixing monitoring system, and an early warning generating unit includes:
the generation unit is used for determining the related data of the related digital extension set according to the abnormal monitoring data, determining the early warning time and the early warning content according to the related data, and generating monitoring early warning information aiming at the related digital extension set by combining the equipment identifier of the related digital extension set.
The working principle and the beneficial effects of the design scheme are as follows: the method comprises the steps of determining relevant data of relevant digital extensions according to abnormal monitoring data, determining early warning time and early warning content according to the relevant data, and generating monitoring early warning information aiming at the relevant digital extensions by combining equipment identifiers of the relevant digital extensions, so that the accuracy of the obtained monitoring early warning information aiming at the relevant digital extensions is ensured.
Example 9:
based on embodiment 1, an embodiment of the present invention provides a distributed indoor matrixing monitoring system, a host module, including:
the early warning dividing unit is used for determining a target digital extension according to the equipment identifier of the monitoring early warning information and dividing the monitoring early warning information into a plurality of sub early warning information, wherein one target digital extension corresponds to one sub early warning information;
the sequence determining unit is used for determining the communication sequence with the target digital analysis according to the early warning time in the sub early warning information;
the scheme determining unit is used for obtaining the corresponding response scheme corresponding to the sub-early warning information from the response strategy library, communicating with the target digital extension set according to the communication sequence, and sending the corresponding response scheme to the corresponding target digital extension set through communication.
The working principle and the beneficial effects of the design scheme are as follows: according to the equipment identification of monitoring and early warning information, the target digital extension is determined, the monitoring and early warning information is divided into a plurality of sub-early warning information, one target digital extension corresponds to one sub-early warning information, the communication sequence with the target digital analysis is determined according to the early warning time in the sub-early warning information, the rationality of communication is ensured, the abnormal condition report occurring in the earlier time can be determined first to guide the abnormal condition of the next time, the communication efficiency is ensured, the corresponding response scheme corresponding to the sub-early warning information is acquired from the response strategy library, is communicated with the target digital extension according to the communication sequence, and the corresponding response scheme is sent to the corresponding target digital extension through communication, so that the efficiency of acquiring the response scheme is improved, the abnormality is solved timely, the communication and monitoring of a monitoring area are realized remotely, the effective and timely monitoring management of the monitoring area is realized, the condition of patients is better monitored, the help is timely provided, and the safety of the patients is ensured.
Example 10:
based on embodiment 9, an embodiment of the present invention provides a distributed indoor matrixing monitoring system, where the scheme determining unit further includes:
the strategy library generation unit is used for acquiring a history coping scheme corresponding to the history early warning information, acquiring a history score of the history coping scheme, and acquiring a target coping scheme with the highest history score to be matched with the history early warning information so as to generate a coping strategy library;
and the updating unit is used for updating the corresponding strategy library according to the corresponding response scheme and the score after the latest early warning response is completed.
The working principle and the beneficial effects of the design scheme are as follows: according to the historical coping schemes corresponding to the historical early warning information, the historical scores of the historical coping schemes are obtained, the target coping scheme with the highest historical scores is matched with the historical early warning information, a coping strategy library is generated, a basis is provided for timely and effectively coping with the abnormality, after the latest early warning coping is completed, the coping strategy library is updated according to the corresponding coping schemes and scores, and timeliness and accuracy of coping schemes in the coping strategy library are guaranteed.
It will be apparent to those skilled in the art that various modifications and variations can be made to the present invention without departing from the spirit or scope of the invention. Thus, it is intended that the present invention also include such modifications and alterations insofar as they come within the scope of the appended claims or the equivalents thereof.
Claims (10)
1. A distributed indoor matrixing monitoring system, comprising:
the determining module is used for determining the mounting point of the digital extension based on the environmental distribution of the monitoring area and mounting a camera in the monitoring area;
the monitoring module is used for dividing and marking the video image acquired by the camera based on the installation point of the digital extension, and independently monitoring the marked video to obtain monitoring data;
the association module is used for associating the monitoring data with the digital extension and determining monitoring early warning information according to the association result and the monitoring data;
and the host module is used for receiving and positioning the target digital extension and the monitoring video according to the monitoring early warning information and communicating with the target digital extension.
2. A distributed indoor matrixing monitoring system according to claim 1, wherein the determining module comprises:
a dividing unit for dividing the monitoring area into a plurality of functional areas according to the environmental distribution of the monitoring area and selecting an optimal mounting point according to the environmental layout of each functional area;
the first installation unit is used for determining the wiring layout of the digital extension based on the layout among the installation points, and carrying out communication connection on the digital extension in the same indoor area, so as to realize the installation of the digital extension according to the wiring layout and the communication connection;
and a second mounting unit for mounting the camera in a common area of the monitoring area.
3. A distributed indoor matrixing monitoring system according to claim 2, wherein the determining module further comprises:
the extension set unit is used for determining the record information and the monitoring information of the corresponding digital extension according to the functional characteristics of the functional area, pre-storing the record information to the corresponding digital extension, and determining the monitoring target of the corresponding digital extension according to the monitoring information; and establishes a monitoring control setting of the corresponding digital extension based on the monitoring target.
4. A distributed indoor matrixing monitoring system according to claim 1, wherein the monitoring module comprises:
the image analysis unit is used for determining a monitoring area of the digital extension based on the installation point of the digital extension, acquiring video images acquired by the camera, acquiring video frame images in a static state from the video images, and carrying out feature recognition on the video frame images to obtain feature points and feature information;
the feature matching unit is used for acquiring reference feature information existing in the monitoring area, matching the reference feature information with the feature information to determine target feature information matched with the reference feature information, and determining target feature points corresponding to the target feature information;
the marking unit is used for determining the position of the target characteristic point in the video frame image, dividing the video frame image into a plurality of video frame sub-images based on the position, determining the target video frame sub-image corresponding to the digital extension, and marking the target video frame sub-image based on the equipment identifier of the digital extension;
the transmission determining unit is used for establishing a transmission channel between the camera acquisition image and the digital extension, determining the transmission relation between the digital extension and the target video frame sub-image according to the marks, configuring transmission resources for the target video frame sub-image based on the transmission relation, and transmitting the target video frame sub-image to the corresponding digital extension through the transmission channel based on the transmission resources;
the data acquisition unit is used for designing a manual identification model for the target video frame sub-image according to the monitoring target after the digital extension receives the corresponding target video frame sub-image, identifying the target video frame sub-image by using the manual identification model to obtain identification result data, and taking the identification result data as monitoring data.
5. The distributed indoor matrixing monitoring system of claim 4, wherein said data acquisition unit further comprises:
the model design unit is used for acquiring historical monitoring data of the monitoring target, acquiring normal monitoring data and abnormal monitoring data from the historical monitoring data, taking the normal monitoring data as a positive label, taking the abnormal monitoring data as a negative label, and training an initial manual identification model by taking the positive label and the negative label as training samples to obtain the manual identification model aiming at the monitoring target.
6. A distributed indoor matrixing monitoring system according to claim 1, wherein the association module comprises:
the first association unit is used for acquiring a camera mark of a camera corresponding to the monitoring data, acquiring a device identifier corresponding to the data extension, and carrying out first association based on the camera identifier and the device identifier to obtain a first association result;
the second association unit is used for judging the number of camera identifications corresponding to the same equipment identification in the first association result and judging whether the number is larger than 1;
if so, acquiring a video area corresponding to the camera in the first association result, splicing a plurality of video areas according to the characteristics of the video area to obtain a target video area, and performing second association on the target video area and the equipment identifier to obtain a target association result;
otherwise, the first association result is used as a target association result;
the video calling unit is used for analyzing the monitoring data, preliminarily determining abnormal data in the monitoring data, and calling the complete monitoring video of the camera corresponding to the abnormal data according to the target association result;
the video analysis unit is used for carrying out association analysis and logic analysis on the complete monitoring video based on the abnormal data to obtain abnormal monitoring data in the complete monitoring video;
and the early warning generation unit is used for generating monitoring early warning information based on the abnormal monitoring data.
7. A distributed indoor matrixing monitoring system according to claim 6, wherein the video analysis unit comprises:
the judging unit is used for determining the position of the abnormal data in the complete monitoring video and judging whether the association relationship exists in the complete monitoring video according to the type of the abnormal data;
if yes, determining adjacent associated monitoring videos based on the positions of the abnormal data in the complete monitoring videos, determining digital extensions corresponding to the associated detection videos according to target association results, obtaining associated monitoring data of the digital extensions corresponding to the associated detection videos, and acquiring associated abnormal data from the associated monitoring data;
otherwise, determining that other abnormal conditions do not exist in the complete monitoring video, and taking inter-abnormal data as final abnormal monitoring data;
and the integration unit is used for sequentially determining the associated abnormal data and the abnormal data before and after and determining the position according to the real-time and the real-time position of the monitored associated abnormal data after the associated abnormal data is acquired, and finally obtaining the abnormal monitoring data in the complete monitoring video.
8. The distributed indoor matrixing monitoring system of claim 6, wherein the early warning generation unit comprises:
the generation unit is used for determining the related data of the related digital extension set according to the abnormal monitoring data, determining the early warning time and the early warning content according to the related data, and generating monitoring early warning information aiming at the related digital extension set by combining the equipment identifier of the related digital extension set.
9. A distributed indoor matrixing monitoring system according to claim 1, wherein the host module comprises:
the early warning dividing unit is used for determining a target digital extension according to the equipment identifier of the monitoring early warning information and dividing the monitoring early warning information into a plurality of sub early warning information, wherein one target digital extension corresponds to one sub early warning information;
the sequence determining unit is used for determining the communication sequence with the target digital analysis according to the early warning time in the sub early warning information;
the scheme determining unit is used for obtaining the corresponding response scheme corresponding to the sub-early warning information from the response strategy library, communicating with the target digital extension set according to the communication sequence, and sending the corresponding response scheme to the corresponding target digital extension set through communication.
10. The distributed indoor matrixing monitoring system of claim 9, wherein the scheme determining unit further comprises:
the strategy library generation unit is used for acquiring a history coping scheme corresponding to the history early warning information, acquiring a history score of the history coping scheme, and acquiring a target coping scheme with the highest history score to be matched with the history early warning information so as to generate a coping strategy library;
and the updating unit is used for updating the corresponding strategy library according to the corresponding response scheme and the score after the latest early warning response is completed.
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