CN104410821A - Large-scale intelligent video analysis operating system and method - Google Patents
Large-scale intelligent video analysis operating system and method Download PDFInfo
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- CN104410821A CN104410821A CN201410681101.XA CN201410681101A CN104410821A CN 104410821 A CN104410821 A CN 104410821A CN 201410681101 A CN201410681101 A CN 201410681101A CN 104410821 A CN104410821 A CN 104410821A
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Abstract
The invention relates to a large-scale intelligent video analysis operating system and method. The system comprises a plurality of central management service units which are connected with one another to form the large-scale intelligent video analysis operating system, each central management service unit corresponds to a task initiator terminal and comprises a central management server, a hardware computing resource unit and a plurality of algorithm operation service units, each hardware computing resource unit and the algorithm operation service units are connected with the central management server at the same time, each algorithm operation service unit can realize one kind of structured processing on high-definition video, and each algorithm operation service unit integrates needed algorithm implementation functions and can complete structured processing on the high-definition video independently.
Description
Technical field
The present invention relates to a kind of intelligent video analysis arithmetic system and operation method, refer to the extensive high concurrent intelligent video arithmetic system of a kind of high-definition monitoring video system and operation method especially.
Background technology
As everyone knows, along with the development of high-definition monitoring video system, video intelligent computing in safe city, smart city, science and technology is strong alert etc., and various fields is widely used.Due to video data very large of high-definition monitoring video system, intelligent video computing needs many algorithms and powerful hardware computing resource support, particularly high-definition monitoring video Large scale construction is with time universal, existing intelligent video algorithm and product can not meet the requirement of high-definition monitoring video system, have a strong impact on its behavior extension and application, cause a large amount of HD video wasting of resources.Due to data volume very large of high-definition monitoring video system, particularly HD video reaches several thousand roads even up to ten thousand, data are when reaching more than PB level, intelligent video computing has become the bottleneck of whole system, can not meet the business demand application of normal high-definition monitoring video system at all.Therefore, how solving extensive, high concurrent process several thousand road even up to ten thousand high-definition intelligent video algorithms, is high-definition video monitoring system intelligent video arithmetic center problem demanding prompt solution.
Summary of the invention
The object of the invention is the deficiency for existing intelligent video computing and product, the method for the scheduling intelligent video algorithm realization large-scale high-definition video data computing providing a kind of dynamic height concurrent, to solve the problem of a large amount of HD video data resource waste.Core concept of the present invention is by various intelligent mathematical algorithm and hardware computing resource high integration, realize distributing the dynamic-configuration scheduling of algorithm service and the Dynamic expansion of hardware computing resource, thus meet extensive, high concurrent high-definition intelligent video algorithms demand.
The technical solution used in the present invention is: a kind of extensive intelligent video analysis arithmetic system, it comprises some centre management service units, this extensive intelligent video analysis arithmetic system is interconnected to form between this centre management service units some, the corresponding task initiator terminal of each this centre management service unit, each this centre management service unit comprises center management server, hardware computing resource unit and some algorithm computational service unit, this hardware computing resource unit and this algorithm computational service unit some are connected with this center management server simultaneously, each this algorithm computational service unit can both realize a kind of structuring process to HD video, each this algorithm computational service unit is integrated with required algorithm realization function, each this algorithm computational service unit can both complete independently to this structuring process of this HD video.
This center management server is the base node of this extensive intelligent video analysis arithmetic system inside, the management of this center management server controls this hardware computing resource unit and this algorithm computational service unit some, this center management server receives the intelligent video Processing tasks request that this task initiator terminal corresponding with it is initiated, and transmits the business state information of himself while of this center management server to other this center management server in this extensive intelligent video analysis arithmetic system.
When work, this hardware computing resource unit in each this centre management service unit and this algorithm computational service unit some send request and register in real time to this center management server in this centre management service unit, and its state information is sent to this center management server by this hardware computing resource unit and this algorithm computational service unit some.
Monitored in real time by this center management server and dispatch this algorithm computational service unit some and allocate this hardware computing resource unit, realizing the intelligent management to this algorithm computational service unit some and the load balancing of this hardware computing resource unit in this centre management service unit.Meanwhile, transmit the business state information of himself to other this center management server in this extensive intelligent video analysis arithmetic system while of this center management server, meanwhile, this center management server receives the business state information of other these center management server in this extensive intelligent video analysis arithmetic system.
When this task initiator terminal sends task to this center management server corresponding thereto time, this center management server first preferentially uses this hardware computing resource unit in this centre management service unit residing for this center management server and this algorithm computational service unit some to process this task, if this hardware computing resource unit in this centre management service unit residing for this center management server and this algorithm computational service unit some do not have idle available, this center management server that then this task sends to other these centre management service units to be in idle condition by this center management server processes, the like, thus realize the whole network load balancing of whole high-definition monitoring video system intelligence computing.
This structuring process comprise in this HD video by the structuring process that is foundation of the size of target image or by color be foundation structuring process or by movement locus be foundation structuring process or by movement velocity be foundation structuring process or by Face datection be identified as foundation structuring process or by characteristics of human body be extracted as foundation structuring process or by information of vehicles be extracted as the structuring process of foundation or the structuring process for the purpose of video image sharpening or by video image quality be diagnosed as object structuring process or by the structuring process of video frequency abstract simmer down to object or by the structuring process for the purpose of the retrieval playback of interesting target or the structuring process for the purpose of video code conversion.
This hardware computing resource unit comprises some small servers.This hardware computing resource unit also can be the cluster of some PC.
This business state information comprises the loading condition information of number of tasks, the number of tasks of this center management server free time and this hardware computing resource unit by its management control that this center management server is processing.This state information comprises load information and the ongoing algorithm computational service information of this algorithm computational service unit some, the idle algorithm computational service information of the shared hardware computing resource of this hardware computing resource unit.Connect the scheduling keeping communication and resource with the long form be connected by short chain between center management server.
A kind of extensive intelligent video analysis operation method, create some centre management service units, make to be interconnected to form this extensive intelligent video analysis arithmetic system between this centre management service units some, the corresponding task initiator terminal of each this centre management service unit, each this centre management service unit comprises center management server, hardware computing resource unit and some algorithm computational service unit, this hardware computing resource unit and this algorithm computational service unit some are connected with this center management server simultaneously, each this algorithm computational service unit can both realize a kind of structuring process to HD video.
Each this algorithm computational service unit is integrated with required algorithm realization function, each this algorithm computational service unit can both complete independently to this structuring process of this HD video, this center management server is the base node of this extensive intelligent video analysis arithmetic system inside, the management of this center management server controls this hardware computing resource unit and this algorithm computational service unit some, this center management server receives the intelligent video Processing tasks request that this task initiator terminal corresponding with it is initiated, transmit the business state information of himself to other this center management server in this extensive intelligent video analysis arithmetic system while of this center management server.
First, this hardware computing resource unit in each this centre management service unit and this algorithm computational service unit some send request and register in real time to this center management server in this centre management service unit, and its state information is sent to this center management server by this hardware computing resource unit and this algorithm computational service unit some.
Then, monitored in real time by this center management server and dispatch this algorithm computational service unit some and allocate this hardware computing resource unit, realizing the intelligent management to this algorithm computational service unit some and the load balancing of this hardware computing resource unit in this centre management service unit.
Meanwhile, this center management server transmits the business state information of himself simultaneously to other this center management server in this extensive intelligent video analysis arithmetic system.
Synchronous, this center management server receives the business state information of other these center management server in this extensive intelligent video analysis arithmetic system.
When this task initiator terminal sends task to this center management server corresponding thereto time, this center management server first preferentially uses this hardware computing resource unit in this centre management service unit residing for this center management server and this algorithm computational service unit some to process this task, if this hardware computing resource unit in this centre management service unit residing for this center management server and this algorithm computational service unit some do not have idle available, this center management server that then this task sends to other these centre management service units to be in idle condition by this center management server processes, the like, thus realize the whole network load balancing of whole high-definition monitoring video system intelligence computing.
Beneficial effect of the present invention is: in the present invention through center management server to the dynamic assignment of algorithm computational service unit and computational resource unit and scheduling, realize the whole network load balancing of whole high-definition monitoring video system intelligence computing, particularly can not exist, when the concurrent Intelligent treatment of the whole network thousands of road HD video, produce the situation that high-definition intelligent video algorithms pressure treatment is not come.Thus, whole high-definition intelligent Video processing is more stable, efficient, simultaneously along with needing HD video scale to be processed increasing, can constantly increase to centre management service or register corresponding algorithm computational service and hardware computing resource, promote the calculation processing power of intelligent video further.In addition, the present invention adopts distributed way to dispose, and is connect the scheduling keeping communication and various resource with the long form be connected between its center management server by short chain.Center management server is as the base node of intelligent arithmetic center, achieve extensive, the high concurrent intelligent computing demand of the whole network high-definition monitoring video, the resource utilized between node be can fully share, a height easily extensible, healthy and strong intelligent video calculation process center formed.
Accompanying drawing explanation
Fig. 1 is functional-block diagram of the present invention.
Embodiment
As shown in Figure 1, a kind of extensive intelligent video analysis arithmetic system, it comprises some centre management service units 10, is interconnected to form this extensive intelligent video analysis arithmetic system between this centre management service units 10 some.
The corresponding task initiator terminal 20 of each this centre management service unit 10.
Each this centre management service unit 10 comprises center management server 30, hardware computing resource unit 40 and some algorithm computational service unit 50.
This hardware computing resource unit 40 and this algorithm computational service unit 50 some are connected with this center management server 30 simultaneously.
Each this algorithm computational service unit 50 can both realize a kind of structuring process to HD video.
When concrete enforcement, this structuring process comprise in this HD video by the structuring process that is foundation of the size of target image or by color be foundation structuring process or by movement locus be foundation structuring process or by movement velocity be foundation structuring process or by Face datection be identified as foundation structuring process or by characteristics of human body be extracted as foundation structuring process or by information of vehicles be extracted as the structuring process of foundation or the structuring process for the purpose of video image sharpening or by video image quality be diagnosed as object structuring process or by the structuring process of video frequency abstract simmer down to object or by the structuring process for the purpose of the retrieval playback of interesting target or the structuring process for the purpose of video code conversion, but be not limited to these contents enumerated.
Each this algorithm computational service unit 50 is integrated with required algorithm realization function, each this algorithm computational service unit 50 can both complete independently to this structuring process of this HD video, thus the integration realized algorithm, the integrated reusable algorithm computational services resources of height of formation.
When concrete enforcement, this hardware computing resource unit 40 comprises some small servers, and this hardware computing resource unit 40 also can be the cluster of some PC.
This hardware computing resource unit 40 is showed by the quantification of the computing capability of many small servers or PC cluster.
This center management server 30 is the base node of this extensive intelligent video analysis arithmetic system inside.
The management of this center management server 30 controls this hardware computing resource unit 40 and this algorithm computational service unit 50 some.
This center management server 30 receives the intelligent video Processing tasks request that this task initiator terminal 20 corresponding with it is initiated.
Transmit the business state information of himself to other these center management server 30 in this extensive intelligent video analysis arithmetic system while of this center management server 30.
This business state information comprises number of tasks that this center management server 30 processing, the number of tasks of this center management server 30 free time and loading condition information of this hardware computing resource unit 40 of being controlled by its management etc.
When work, this hardware computing resource unit 40 in each this centre management service unit 10 and this algorithm computational service unit 50 some send request and register in real time to this center management server 30 in this centre management service unit 10.
And its state information is sent to this center management server 30 by this hardware computing resource unit 40 and this algorithm computational service unit 50 some.
This state information comprises load information and the ongoing algorithm computational service information of this algorithm computational service unit 50 some, the idle algorithm computational service information of the shared hardware computing resource of this hardware computing resource unit 40.
Monitored in real time by this center management server 30 and dispatch this algorithm computational service unit 50 some and allocate this hardware computing resource unit 40, realizing the intelligent management to this algorithm computational service unit 50 some and the load balancing of this hardware computing resource unit 40 in this centre management service unit 10.
Meanwhile, this center management server 30 transmits the business state information of himself simultaneously to other these center management server 30 in this extensive intelligent video analysis arithmetic system.
Meanwhile, this center management server 30 receives the business state information of other these center management server 30 in this extensive intelligent video analysis arithmetic system.
When this task initiator terminal 20 sends task to this center management server 30 corresponding thereto time.
This center management server 30 first preferentially uses this hardware computing resource unit 40 in this centre management service unit 10 residing for this center management server 30 and this algorithm computational service unit 50 some to process this task.
If this hardware computing resource unit 40 in this centre management service unit 10 residing for this center management server 30 and this algorithm computational service unit 50 some do not have idle available, then this center management server 30 that this task sends to other these centre management service units 10 to be in idle condition by this center management server 30 processes.
The like, thus realize the whole network load balancing of whole high-definition monitoring video system intelligence computing, thus meet extensive, high concurrent HD video intelligence computing demand.
When concrete enforcement, between center management server 30, connect the scheduling keeping communication and resource with the long form be connected by short chain.
A kind of extensive intelligent video analysis operation method, create some centre management service units 10, make to be interconnected to form this extensive intelligent video analysis arithmetic system between this centre management service units 10 some, the corresponding task initiator terminal 20 of each this centre management service unit 10, each this centre management service unit 10 comprises center management server 30, hardware computing resource unit 40 and some algorithm computational service unit 50, this hardware computing resource unit 40 and this algorithm computational service unit 50 some are connected with this center management server 30 simultaneously, each this algorithm computational service unit 50 can both realize a kind of structuring process to HD video.
Each this algorithm computational service unit 50 is integrated with required algorithm realization function, each this algorithm computational service unit 50 can both complete independently to this structuring process of this HD video, thus the integration realized algorithm, the integrated reusable algorithm computational services resources of height of formation.
This center management server 30 is the base node of this extensive intelligent video analysis arithmetic system inside, and the management of this center management server 30 controls this hardware computing resource unit 40 and this algorithm computational service unit 50 some.
This center management server 30 receives the intelligent video Processing tasks request that this task initiator terminal 20 corresponding with it is initiated, and transmits the business state information of himself while of this center management server 30 to other these center management server 30 in this extensive intelligent video analysis arithmetic system.
First, this hardware computing resource unit 40 in each this centre management service unit 10 and this algorithm computational service unit 50 some send request and register in real time to this center management server 30 in this centre management service unit 10, and its state information is sent to this center management server 30 by this hardware computing resource unit 40 and this algorithm computational service unit 50 some.
Then, monitored in real time by this center management server 30 and dispatch this algorithm computational service unit 50 some and allocate this hardware computing resource unit 40, realizing the intelligent management to this algorithm computational service unit 50 some and the load balancing of this hardware computing resource unit 40 in this centre management service unit 10.
Meanwhile, this center management server 30 transmits the business state information of himself simultaneously to other these center management server 30 in this extensive intelligent video analysis arithmetic system.
Synchronous, this center management server 30 receives the business state information of other these center management server 30 in this extensive intelligent video analysis arithmetic system.
When this task initiator terminal 20 sends task to this center management server 30 corresponding thereto time.
This center management server 30 first preferentially uses this hardware computing resource unit 40 in this centre management service unit 10 residing for this center management server 30 and this algorithm computational service unit 50 some to process this task.
If this hardware computing resource unit 40 in this centre management service unit 10 residing for this center management server 30 and this algorithm computational service unit 50 some do not have idle available, then this center management server 30 that this task sends to other these centre management service units 10 to be in idle condition by this center management server 30 processes.
The like, thus realize the whole network load balancing of whole high-definition monitoring video system intelligence computing, thus meet extensive, high concurrent HD video intelligence computing demand.
Claims (8)
1. an extensive intelligent video analysis arithmetic system, it is characterized in that: comprise some centre management service units, this extensive intelligent video analysis arithmetic system is interconnected to form between this centre management service units some, the corresponding task initiator terminal of each this centre management service unit, each this centre management service unit comprises center management server, hardware computing resource unit and some algorithm computational service unit, this hardware computing resource unit and this algorithm computational service unit some are connected with this center management server simultaneously, each this algorithm computational service unit can both realize a kind of structuring process to HD video, each this algorithm computational service unit is integrated with required algorithm realization function, each this algorithm computational service unit can both complete independently to this structuring process of this HD video,
This center management server is the base node of this extensive intelligent video analysis arithmetic system inside, the management of this center management server controls this hardware computing resource unit and this algorithm computational service unit some, this center management server receives the intelligent video Processing tasks request that this task initiator terminal corresponding with it is initiated, transmit the business state information of himself to other this center management server in this extensive intelligent video analysis arithmetic system while of this center management server
When work, this hardware computing resource unit in each this centre management service unit and this algorithm computational service unit some send request and register in real time to this center management server in this centre management service unit, and its state information is sent to this center management server by this hardware computing resource unit and this algorithm computational service unit some
Monitored in real time by this center management server and dispatch this algorithm computational service unit some and allocate this hardware computing resource unit, realize the intelligent management to this algorithm computational service unit some and the load balancing of this hardware computing resource unit in this centre management service unit, meanwhile, transmit the business state information of himself to other this center management server in this extensive intelligent video analysis arithmetic system while of this center management server, simultaneously, this center management server receives the business state information of other these center management server in this extensive intelligent video analysis arithmetic system,
When this task initiator terminal sends task to this center management server corresponding thereto time, this center management server first preferentially uses this hardware computing resource unit in this centre management service unit residing for this center management server and this algorithm computational service unit some to process this task, if this hardware computing resource unit in this centre management service unit residing for this center management server and this algorithm computational service unit some do not have idle available, this center management server that then this task sends to other these centre management service units to be in idle condition by this center management server processes, the like, thus realize the whole network load balancing of whole high-definition monitoring video system intelligence computing.
2. a kind of extensive intelligent video analysis arithmetic system as claimed in claim 1, it is characterized in that: this structuring process comprise in this HD video by the structuring process that is foundation of the size of target image or by color be foundation structuring process or by movement locus be foundation structuring process or by movement velocity be foundation structuring process or by Face datection be identified as foundation structuring process or by characteristics of human body be extracted as foundation structuring process or by information of vehicles be extracted as the structuring process of foundation or the structuring process for the purpose of video image sharpening or by video image quality be diagnosed as object structuring process or by the structuring process of video frequency abstract simmer down to object or by the structuring process for the purpose of the retrieval playback of interesting target or the structuring process for the purpose of video code conversion.
3. a kind of extensive intelligent video analysis arithmetic system as claimed in claim 1, is characterized in that: this hardware computing resource unit comprises some small servers.
4. a kind of extensive intelligent video analysis arithmetic system as claimed in claim 1, is characterized in that: this hardware computing resource unit is the cluster of some PC.
5. a kind of extensive intelligent video analysis arithmetic system as claimed in claim 1, is characterized in that: this business state information comprises the loading condition information of number of tasks, the number of tasks of this center management server free time and this hardware computing resource unit by its management control that this center management server is processing.
6. a kind of extensive intelligent video analysis arithmetic system as claimed in claim 1, is characterized in that: this state information comprises load information and the ongoing algorithm computational service information of this algorithm computational service unit some, the idle algorithm computational service information of the shared hardware computing resource of this hardware computing resource unit.
7. a kind of extensive intelligent video analysis arithmetic system as claimed in claim 1, be is characterized in that: connect the scheduling keeping communication and resource with the long form be connected between center management server by short chain.
8. an extensive intelligent video analysis operation method, it is characterized in that: create some centre management service units, make to be interconnected to form this extensive intelligent video analysis arithmetic system between this centre management service units some, the corresponding task initiator terminal of each this centre management service unit, each this centre management service unit comprises center management server, hardware computing resource unit and some algorithm computational service unit, this hardware computing resource unit and this algorithm computational service unit some are connected with this center management server simultaneously, each this algorithm computational service unit can both realize a kind of structuring process to HD video,
Each this algorithm computational service unit is integrated with required algorithm realization function, each this algorithm computational service unit can both complete independently to this structuring process of this HD video, this center management server is the base node of this extensive intelligent video analysis arithmetic system inside, the management of this center management server controls this hardware computing resource unit and this algorithm computational service unit some, this center management server receives the intelligent video Processing tasks request that this task initiator terminal corresponding with it is initiated, transmit the business state information of himself to other this center management server in this extensive intelligent video analysis arithmetic system while of this center management server,
First, this hardware computing resource unit in each this centre management service unit and this algorithm computational service unit some send request and register in real time to this center management server in this centre management service unit, and its state information is sent to this center management server by this hardware computing resource unit and this algorithm computational service unit some
Then, monitored in real time by this center management server and dispatch this algorithm computational service unit some and allocate this hardware computing resource unit, realize the intelligent management to this algorithm computational service unit some and the load balancing of this hardware computing resource unit in this centre management service unit
Meanwhile, the while of this center management server, transmit the business state information of himself to other this center management server in this extensive intelligent video analysis arithmetic system,
Synchronous, this center management server receives the business state information of other these center management server in this extensive intelligent video analysis arithmetic system,
When this task initiator terminal sends task to this center management server corresponding thereto time, this center management server first preferentially uses this hardware computing resource unit in this centre management service unit residing for this center management server and this algorithm computational service unit some to process this task, if this hardware computing resource unit in this centre management service unit residing for this center management server and this algorithm computational service unit some do not have idle available, this center management server that then this task sends to other these centre management service units to be in idle condition by this center management server processes, the like, thus realize the whole network load balancing of whole high-definition monitoring video system intelligence computing.
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