CN104202576A - Intelligent video analyzing method and intelligent video analyzing system - Google Patents
Intelligent video analyzing method and intelligent video analyzing system Download PDFInfo
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Abstract
The invention discloses an intelligent video analyzing system. The intelligent video analyzing system comprises a video recording module, a video analyzing module and a video managing module, wherein the video recording module is used for acquiring video data information in real time; the video analyzing module is used for receiving the video data information and storing the video data information in real time on time, and is used for analyzing the video data information according to a control command of the video managing module and uploading the analyzed data information to the video managing module; and the video managing module is used for displaying the video data information uploaded by the video recording module in real time, transmitting a control command to the video analyzing module, displaying an analyzing result uploaded by the video analyzing module, giving an alarm when the analyzing result does not meet a preset condition, and processing the video data stored in the video analyzing module so as to count occurred events. By the system, real-time analysis and statistical analysis are separated from each other, the video analyzing ability and the video processing ability of the system are improved, the labor intensity of monitoring personnel and the video storage pressure are reduced, and post hoc tracking can be further changed into real-time early warning.
Description
Technical field
The application relates to technical field of video monitoring, more particularly, relates to a kind of intelligent video analysis method and system.
Background technology
Along with the continuous expansion of video monitoring system scale and application, a large amount of video datas has brought challenge to the reaction speed of monitoring in real time and the validity of data utilization.
Existing video monitoring system is because the memory module of system is single, real-time video and historical video can not be carried out to analytic statistics, in actual motion, there is many disadvantages: the camera of magnanimity and the display screen of lazy weight cause and need to carry out split screen and take turns screen and monitor, so just easily cause monitoring dead angle, and display screen too much needs a large amount of monitor staff, yet monitor staff is difficult within 7*24 hour, exhaustively be concerned about each road video, and make correct reaction fast.According to investigating, only 20 minutes, people, to the attentiveness of video-frequency monitor 30% left and right that can decline, can decline 70% after one hour.And existing video monitoring is merely able to reply video recording, store and the situation such as evidence obtaining afterwards, and cannot realize automatic alarm, complete intelligent monitoring.
Summary of the invention
In view of this, the application provides a kind of intelligent video analysis method and system, can effectively solve the problem of a large amount of camera real-time managements, reduce monitor staff's labour intensity and video storage pressure, further realize by the transformation that tracks real-time early warning afterwards.
To achieve these goals, the existing scheme proposing is as follows:
An intelligent video analysis system, this system comprises: video typing module, analysis module and video management module, wherein:
Described video typing module, for Real-time Collection video data information, and is sent to described analysis module and described video management module by described video data information;
The described analysis module being connected with described video typing module, for receiving and storing described video data information with timing in real time, and according to the control command of the described video management module receiving, described video data information is analyzed, the data message after analyzing is uploaded to described video management module;
Described video management module, for showing in real time the described video data information that described video typing module is uploaded, and the control command of described video data information being analyzed to described analysis module transmission, the analysis result that described analysis module is uploaded shows, at analysis result, do not meet when pre-conditioned, give the alarm, and, the video data of storing in analysis module is processed to add up event.
Preferably, described video typing module comprises a plurality of video typings unit, wherein:
Described in each, video typing unit comprises a coding unit and a plurality of video acquisition unit;
Described video acquisition unit, for Real-time Collection video data information;
Described coding unit is connected with described a plurality of video acquisition unit, after the video data information of described video acquisition unit collection is encoded, sends described analysis module to.
Preferably, described video acquisition unit is camera.
Preferably, described analysis module comprises memory module and analysis module, wherein:
Described memory module comprises: real-time storage module and historical storage module;
Described real-time storage module is for receiving and store in real time the described video data information that described video typing module is uploaded;
Described historical storage module is for regularly receiving and store the video data information that described real-time storage module transmits;
Described analysis module is analyzed video data information for receiving the control command of described video management module transmission, if described control command is real-time monitor video operational order, described real-time storage module is carried out to data analysis, if described control command is statistics video data operational order, historical storage module is carried out to data analysis, and the data after analyzing are returned to video management module.
Preferably, described historical storage module is distributed document memory module, for the video data information of described real-time storage module timed sending is done to a plurality of backups.
Preferably, described backup number is specially 3.
Preferably, described analysis module also comprises: data-mining module, for according to user instruction, in described historical storage module, excavate the information that user needs.
Preferably, described video management module comprises: alarm unit, device management unit, Surveillance center unit, video processing unit and data statistics unit, wherein:
Described alarm unit, is connected with described analysis module, for the analysis result when described analysis module, does not meet when pre-conditioned, gives the alarm;
Described device management unit, for managing described video typing module, and the video data information that described video typing module is uploaded sends to described Surveillance center unit;
Described Surveillance center unit, the analysis result that the described video data information of uploading for the described video typing module of real-time demonstration and described analysis module are uploaded;
Described video processing unit, compresses or decompress(ion) the historical video data information of storage for controlling described analysis module;
Described data statistics unit, adds up event for the historical video data according to described video processing unit decompress(ion).
Preferably, described Surveillance center unit is specially LED display.
From above-mentioned technical scheme, can find out, disclosed this intelligent video analysis system of the application, by video typing module Real-time Collection video data information, and the real time video data information of collection is sent to analysis module stores and be uploaded to video management module to show in real time the video data information collecting, and, according to the control command of the video management module receiving, video data information is analyzed, and the data message after analyzing is uploaded to video management module.This system is carried out real-time analysis separated with statistical analysis, provide system to the analysis ability of video and disposal ability, thereby effectively solve the problem of a large amount of camera real-time managements, reduce monitor staff's labour intensity and video storage pressure, further realize the object changing by track real-time early warning afterwards.
Accompanying drawing explanation
In order to be illustrated more clearly in the embodiment of the present application or technical scheme of the prior art, to the accompanying drawing of required use in embodiment or description of the Prior Art be briefly described below, apparently, accompanying drawing in the following describes is only some embodiment of the application, for those of ordinary skills, do not paying under the prerequisite of creative work, can also obtain according to these accompanying drawings other accompanying drawing.
Fig. 1 is the structural representation of the disclosed a kind of intelligent video analysis system of the embodiment of the present application one;
Fig. 2 is the structural representation of the disclosed a kind of video typing module of the embodiment of the present application two;
Fig. 3 is the structural representation of the embodiment of the present application two disclosed a kind of analysis module;
Fig. 4 is the structural representation of the embodiment of the present application two disclosed another kind of analysis module;
Fig. 5 is the structural representation of the disclosed a kind of video management module of the embodiment of the present application two.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present application, the technical scheme in the embodiment of the present application is clearly and completely described, obviously, described embodiment is only the application's part embodiment, rather than whole embodiment.Embodiment based in the application, those of ordinary skills are not paying all other embodiment that obtain under creative work prerequisite, all belong to the scope of the application's protection.
In order to solve the single many disadvantages that cause of video monitoring system memory module in prior art, alleviate monitor staff's pressure, a kind of intelligent video analysis method and system are provided, can effectively solve the problem of a large amount of camera real-time managements, reduce monitor staff's labour intensity and video storage pressure, further realize by the transformation that tracks real-time early warning afterwards, the application provides following technical scheme.
Embodiment mono-
As shown in Figure 1, Fig. 1 is the structural representation of the disclosed a kind of intelligent video analysis system of the embodiment of the present application one.This system comprises: video typing module 101, analysis module 102 and video management module 103, wherein:
Video typing module 101, for Real-time Collection video data information, and is sent to analysis module 102 and video management module 103 by video data information.
The analysis module 102 being connected with video typing module 101, be used for receiving and real-time and timing stored video data information, and according to the control command of the video management module 103 receiving, video data information is analyzed, the data message after analyzing is uploaded to video management module 103.
Video management module 103, the video data information of uploading for real-time display video typing module 101, and send to analysis module 102 control command that video data information is analyzed, the analysis result that analysis module 102 is uploaded shows, at analysis result, do not meet when pre-conditioned, give the alarm, and, the video data of storage in analysis module 102 is processed to add up event.
As from the foregoing, the disclosed intelligent video analysis system of the embodiment of the present application one, by video typing module Real-time Collection video data information, and the real time video data information of collection is sent to analysis module stores and be uploaded to video management module to show in real time the video data information collecting, and, according to the control command of the video management module receiving, video data information is analyzed, and the data message after analyzing is uploaded to video management module.This system is carried out real-time analysis separated with statistical analysis, provide system to the analysis ability of video and disposal ability, thereby effectively solve the problem of a large amount of camera real-time managements, reduce monitor staff's labour intensity and video storage pressure, further realize by the object that tracks the transformation of real-time early warning afterwards.
Embodiment bis-
The embodiment of the present application two discloses another kind of intelligent video analysis system, and this system comprises: video typing module, analysis module and video management module, wherein:
Video typing module, for Real-time Collection video data information, and is sent to analysis module and video management module by video data information.
As shown in Figure 2, Fig. 2 is the structural representation of the disclosed a kind of video typing module of the embodiment of the present application two.This video typing module comprises a plurality of video typings unit 2, wherein:
Described in each, video typing unit comprises a coding unit 201 and a plurality of video acquisition unit 202.
Concrete, each coding unit is independently.A coding unit correspondence a plurality of video acquisition unit.
Video acquisition unit 202, for Real-time Collection video data information.
Concrete, video acquisition unit Real-time Collection video data information, data are sent to the storage system of analysis module by coding units.
Video acquisition unit 202 is specially camera, and wherein, the kind of camera can be selected indoor, outdoor according to installation region; According to signal transmission can select simulation, numeral; According to illumination, can select pure coloured silk, low-light (level), ultra-low illumination, starlight level; According to light filling type, can select white light, infrared, laser; According to picture quality, can select SD, high definition; According to image-forming principle, can select Active Imaging, thermal imaging; According to outward appearance, can select pin hole, hemisphere, gunlock, ball machine, integrated The Cloud Terrace, at this, not limit, can select as the case may be.
Coding unit 201 is connected with a plurality of video acquisition unit 202, for sending analysis module to after the coding video data that video acquisition unit 202 is gathered.
The analysis module being connected with video typing module, be used for receiving and real-time and timing stored video data information, and according to the control command of the video management module receiving, video data information is analyzed, the data message after analyzing is uploaded to video management module.
As shown in Figure 3, Fig. 3 is the structural representation of the embodiment of the present application two disclosed a kind of analysis module.Analysis module is a group system.Comprise memory module 301 and analysis module 302 two parts, wherein:
Memory module 301 comprises: real-time storage module 3011 and historical storage module 3012;
Real-time storage module 3011 is for the video data information receiving in real time and store video typing module is uploaded.
Concrete, real-time memory system is responsible for receiving the real-time video sending from coding unit, and now the video of storage does not have copy.When opening camera A, real-time storage module will produce a file A and be used for preserving the video that camera A monitors.As long as camera A opens, this file will increase always.When camera A opens, surpass one day, file A has just preserved the video of a day that camera A collects, and now real-time storage module can be sent to this file A historical storage module and delete this file A.With stylish generation file B, be used for continuing to preserve the video of camera A generation.
Historical storage module 3012 is for regularly receiving and store the video data information that described real-time storage module transmits.
Concrete, historical storage module 3012 is responsible for regularly receiving the data that real-time memory system sends.Historical storage module 3012 is specially distributed document memory module, for the video data information of real-time storage module 3011 timed sending is done to a plurality of backups.Wherein, backup number is specially 3, can certainly be other numbers, as 2,4,5 etc., at this, does not limit, and can carry out as the case may be alternative.
Distributed document memory module a lot of the large storage systems that machines form of serving as reasons, if wherein certain machine break, do not affect this storage system so.Video data information to the timed sending of real-time storage module is done the fail safe that video data is mainly considered in a plurality of backups.The application is copied into three backups by each historical video data, the fail safe that has so greatly improved video, because, if one of them video has been broken, also have all the other two video backups, in addition, be divided into three backups, can make like this system improve three times to the analysis ability of video.
Real-time video and historical video are to be stored in respectively in two autonomous systems, and the real-time video holding time is within about 1 day, being just automatically converted to historical video.Current Video Storage System does not have this concept of real-time memory system, but real-time storage and historical storage are merged into a storage system.Yet real-time storage need to be carried out real-time analysis to video, General Requirements storage speed is fast, and historical storage needs large capacity, and storage system speed is not required, and therefore storage system of the prior art is not good to data analysis capabilities and disposal ability.In the application, storage system is divided into historical storage and real-time memory system, can provides and ensure like this analysis ability and the disposal ability of video analytic system.
The control command that analysis module 302 sends for receiver, video administration module is analyzed video data information, if control command is real-time monitor video operational order, real-time storage module 3011 is carried out to data analysis, if control command is statistics video data operational order, historical storage module 3012 is carried out to data analysis, and the data after analyzing are returned to video management module.
Real-time storage module is carried out to data analysis and refer to that system is by analyzing warning to the video data information of real-time storage module stores.Such as camera A, once intrusion event detected, as stolen in manhole cover, occupy-street-exploit or personnel's invasion, unauthorized person access, the events such as leader's access, system can immediately be reported to the police, and notifies related personnel to process.
Historical storage module is carried out to data analysis and be mainly used in the checking of historical video, such as checking the video in last Jul to November, system can be gone the corresponding video information of historical storage system searching and be analyzed.Because memory node has a plurality of backups of each video, so can strengthen the speed to video analysis.Concrete, system can be set up relative index, finds fast the machine at video place by index.Such as: we will look for certain video, and system can first be asked index, then index just tell system again any platform machine look for.
Video analytic system of the prior art is all that a file is preserved at a machine, so Study document is all that a machine completes, and so just causes delaying of seek rate.In the application, file copy, be three parts, have respectively different machines, therefore every machine can be analyzed system respectively, after analysis result is merged, feeds back away again, is equivalent to three machines a file is analyzed, and has improved video analysis speed.
As shown in Figure 4, Fig. 4 is the structural representation of the embodiment of the present application two disclosed another kind of analysis module.This analysis module comprises memory module 401, analysis module 402 and data-mining module 403, wherein:
Memory module 401 comprises: real-time storage module 4011 and historical storage module 4012;
Real-time storage module 4011 is for the video data information receiving in real time and store video typing module is uploaded.
Historical storage module 4012 is for regularly receiving and store the video data information that described real-time storage module transmits.
Historical storage module 4012 is specially distributed document memory module, for the video data information of real-time storage module 4011 timed sending is done to a plurality of backups.Wherein, backup number is specially 3, can certainly be other numbers, as 2,4,5 etc., at this, does not limit, and can carry out as the case may be alternative.
The control command that analysis module 402 sends for receiver, video administration module is analyzed video data information, if control command is real-time monitor video operational order, real-time storage module 4011 is carried out to data analysis, if control command is statistics video data operational order, historical storage module 4012 is carried out to data analysis, and the data after analyzing are returned to video management module.
Data-mining module 403 for according to user instruction, is excavated the information that user needs in historical storage module 4012.
Video management module, the video data information of uploading for real-time display video typing module, and the control command of video data information being analyzed to analysis module transmission, the analysis result that analysis module is uploaded shows, at analysis result, do not meet when pre-conditioned, give the alarm, and, the video data of storing in analysis module is processed to add up event.
As shown in Figure 5, Fig. 5 is the structural representation of the disclosed a kind of video management module of the embodiment of the present application two.This video management module comprises: alarm unit 501, device management unit 502, Surveillance center unit 503, video processing unit 504 and data statistics unit 505, wherein:
Alarm unit 501, is connected with analysis module, for the analysis result when analysis module, does not meet when pre-conditioned, gives the alarm.
Concrete, in video monitoring system, within 24 hours, start camera, analysis module in analysis module is analyzed the picture of camera collection in real time, once analysis module notes abnormalities, the result after analyzing is sent to video management module, video management module is shown to platform analysis result by picture or video mode, and can artificial speech report to the police, for example system can be sent: system has been found intrusion detection event at gate, garden, please notes.
Device management unit 502, for managing video typing module, and the video data information that video typing module is uploaded sends to Surveillance center unit 503.
Concrete, device management module is mainly used in managing coding unit, device management module is mainly to add, delete, revise coding unit, by the IP of input coding equipment in system, the information such as password just can be added coding unit, after adding successfully, just can in system, see having how many cameras to be connected to this coding unit, and can use these cameras.There is camera just can distribute task to camera, for example, distributed intrusion detection task, if any intrusion event, offered platform, issued the visiting task of leader, as camera detects to have led, will report platform.Equipment control is the basis of other modules, because there has been the whole platform of camera just can operationalize, other module is mainly the statistics of some events, such as certain period of statistics, how many intrusion events occurred, a plurality of leaders event of coming to visit, is exactly user management in addition, can increase user, Add User and just can login platform, usage platform.
Surveillance center unit 503, the analysis result that the video data information of uploading for real-time display video typing module and analysis module are uploaded.
Wherein, Surveillance center unit 503 is specifically as follows LED display, can be also LCD display, and this is not restricted, can select as the case may be.
Video processing unit 504, compresses or decompress(ion) the historical video data information of storage for controlling analysis module.
In real-time storage module, the video of each camera can be deposited one day, after one day enough, this video will be uploaded to historical storage module, because historical video data can be increasing, and most of video data is useless, so historical storage module can be compressed the utilization rate that system space is provided video, and three parts of the video dubbings after each compression, be stored on three machines of historical storage module.When video processing module need to be analyzed the video of historical storage module, historical storage module will be carried out decompress(ion) to video, and analyzes.
Data statistics unit 505, adds up event for the historical video data according to video processing unit 504 decompress(ion)s.
The disclosed intelligent video analysis system of the embodiment of the present application two, by video typing module Real-time Collection video data information, and the real time video data information of collection is sent to analysis module stores and be uploaded to video management module to show in real time the video data information collecting, and, according to the control command of the video management module receiving, video data information is analyzed, and the data message after analyzing is uploaded to video management module.This system is carried out real-time analysis separated with statistical analysis, provide system to the analysis ability of video and disposal ability, thereby effectively solve the problem of a large amount of camera real-time managements, reduce monitor staff's labour intensity and video storage pressure, further realize by the object that tracks the transformation of real-time early warning afterwards.
Finally, also it should be noted that, in this article, relational terms such as the first and second grades is only used for an entity or operation to separate with another entity or operating space, and not necessarily requires or imply and between these entities or operation, have the relation of any this reality or sequentially.And, term " comprises ", " comprising " or its any other variant are intended to contain comprising of nonexcludability, thereby the process, method, article or the equipment that make to comprise a series of key elements not only comprise those key elements, but also comprise other key elements of clearly not listing, or be also included as the intrinsic key element of this process, method, article or equipment.The in the situation that of more restrictions not, the key element being limited by statement " comprising ... ", and be not precluded within process, method, article or the equipment that comprises described key element and also have other identical element.
In this specification, each embodiment adopts the mode of going forward one by one to describe, and each embodiment stresses is the difference with other embodiment, between each embodiment identical similar part mutually referring to.
Above-mentioned explanation to the disclosed embodiments, makes professional and technical personnel in the field can realize or use the application.To the multiple modification of these embodiment, will be apparent for those skilled in the art, General Principle as defined herein can be in the situation that do not depart from the application's spirit or scope, realization in other embodiments.Therefore, the application will can not be restricted to these embodiment shown in this article, but will meet the widest scope consistent with principle disclosed herein and features of novelty.
Claims (9)
1. an intelligent video analysis system, is characterized in that, this system comprises: video typing module, analysis module and video management module, wherein:
Described video typing module, for Real-time Collection video data information, and is sent to described analysis module and described video management module by described video data information;
The described analysis module being connected with described video typing module, for receiving and storing described video data information with timing in real time, and according to the control command of the described video management module receiving, described video data information is analyzed, the data message after analyzing is uploaded to described video management module;
Described video management module, for showing in real time the described video data information that described video typing module is uploaded, and the control command of described video data information being analyzed to described analysis module transmission, the analysis result that described analysis module is uploaded shows, at analysis result, do not meet when pre-conditioned, give the alarm, and, the video data of storing in analysis module is processed to add up event.
2. system according to claim 1, is characterized in that, described video typing module comprises a plurality of video typings unit, wherein:
Described in each, video typing unit comprises a coding unit and a plurality of video acquisition unit;
Described video acquisition unit, for Real-time Collection video data information;
Described coding unit is connected with described a plurality of video acquisition unit, after the video data information of described video acquisition unit collection is encoded, sends described analysis module to.
3. system according to claim 2, is characterized in that, described video acquisition unit is camera.
4. system according to claim 1, is characterized in that, described analysis module comprises memory module and analysis module, wherein:
Described memory module comprises: real-time storage module and historical storage module;
Described real-time storage module is for receiving and store in real time the described video data information that described video typing module is uploaded;
Described historical storage module is for regularly receiving and store the video data information that described real-time storage module transmits;
Described analysis module is analyzed video data information for receiving the control command of described video management module transmission, if described control command is real-time monitor video operational order, described real-time storage module is carried out to data analysis, if described control command is statistics video data operational order, historical storage module is carried out to data analysis, and the data after analyzing are returned to video management module.
5. system according to claim 4, is characterized in that, described historical storage module is distributed document memory module, for the video data information of described real-time storage module timed sending is done to a plurality of backups.
6. system according to claim 5, is characterized in that, described backup number is specially 3.
7. system according to claim 4, is characterized in that, described analysis module also comprises: data-mining module, for according to user instruction, in described historical storage module, excavate the information that user needs.
8. system according to claim 1, is characterized in that, described video management module comprises: alarm unit, device management unit, Surveillance center unit, video processing unit and data statistics unit, wherein:
Described alarm unit, is connected with described analysis module, for the analysis result when described analysis module, does not meet when pre-conditioned, gives the alarm;
Described device management unit, for managing described video typing module, and the video data information that described video typing module is uploaded sends to described Surveillance center unit;
Described Surveillance center unit, the analysis result that the described video data information of uploading for the described video typing module of real-time demonstration and described analysis module are uploaded;
Described video processing unit, compresses or decompress(ion) the historical video data information of storage for controlling described analysis module;
Described data statistics unit, adds up event for the historical video data according to described video processing unit decompress(ion).
9. system according to claim 8, is characterized in that, described Surveillance center unit is specially LED display.
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| CN107493455A (en) * | 2017-08-07 | 2017-12-19 | 西安兖矿科技研发设计有限公司 | A kind of colliery data acquisition and analysis system |
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| CN109873985A (en) * | 2019-03-01 | 2019-06-11 | 苏州星奥达科技有限公司 | A kind of intelligent backup restoration methods of pair of video platform cluster |
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