CN106845353B - A kind of image processing system - Google Patents
A kind of image processing system Download PDFInfo
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- CN106845353B CN106845353B CN201611210829.XA CN201611210829A CN106845353B CN 106845353 B CN106845353 B CN 106845353B CN 201611210829 A CN201611210829 A CN 201611210829A CN 106845353 B CN106845353 B CN 106845353B
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/94—Hardware or software architectures specially adapted for image or video understanding
- G06V10/95—Hardware or software architectures specially adapted for image or video understanding structured as a network, e.g. client-server architectures
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
- G06F16/51—Indexing; Data structures therefor; Storage structures
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
- G06F16/58—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
- G06F16/583—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/04—Network management architectures or arrangements
Abstract
The embodiment of the invention discloses a kind of image processing system, the system comprises：Including multiple data acquisition modules, data access module, data processing module and business application module, data access module, data processing module and business application module are in the layout of data integration quotient；Data access module is used to implement the data communication between multiple data acquisition modules, data processing module and business application module；Multiple data acquisition modules are used to acquire face image data and the face image data is sent to the data processing module；The data processing module is used to that the face image data got to be handled to obtain face image processing result；The business application module shows for carrying out service application result.It is achieved thereby that the unified management to data, improves data utility value, the data being also prevented between data integration quotient and each third party's data acquisition quotient are asymmetric, improve image real time transfer efficiency.
Description
Technical field
The present invention relates to artificial intelligence fields, and in particular to a kind of image processing system.
Background technology
Portrait recognition technology refers to using image processing techniques, by camera acquisition facial image, then to facial image
A kind of technology to obtain the information needed is analyzed, portrait recognition technology has been applied to various scenes at present
In, for example, data integration quotient carries out carrying out personal management to each third party's data acquisition quotient using portrait recognition technology.
It at present, can when data integration quotient carries out personal management using portrait recognition technology to third party's data acquisition quotient
To arrange camera by acquiring quotient in each third party's data, then again by dividing the facial image that camera captures
To carry out personal management, but in the prior art, the image processing system of different regions arrangement is independent, to realize data integration for analysis
When cooperation carries out personal management between quotient and each third party's data acquisition quotient, cooperation is of high cost, and difficulty is big.
Invention content
An embodiment of the present invention provides a kind of image processing system, to can connect be distributed in data integration quotient and point
The third party's data acquisition quotient for being distributed in different zones cooperates jointly, forms information sharing, interconnects, improves data processing effect
Rate.
In a first aspect, the embodiment of the present invention provides image processing system, which is characterized in that the system comprises multiple data
Acquisition module, data access module, data processing module and business application module, at the data access module, the data
Reason module is in the layout of data integration quotient with the business application module；
The data access module respectively with the multiple data acquisition module, the data processing module and the industry
Business application module communication, is used to implement the multiple data acquisition module, the data processing module and the service application
Data communication between module；
The multiple data acquisition module is in the layout of multiple third party's data acquisition quotient respectively, for acquiring facial image number
The data processing module is sent to by the data access module according to and by the face image data；
The data processing module is used to that the face image data got to be handled to obtain facial image
Then the face image processing result is sent to the business application module by handling result again；
The business application module is used to show based on face image processing result progress service application result.
As can be seen that in the technical solution that the embodiment of the present invention is provided, distinguished by acquiring quotient in each third party's data
It sets up data acquisition device and the company of the data between different zones and disparate modules is realized by data access layer
It is logical, it is achieved thereby that the unified management to data, improves data utility value, it is also prevented between each third party's data acquisition quotient
Data are asymmetric, improve data-handling efficiency.
Further, by data processing module to each function module carry out submodule division, and to data at
It manages module and carries out distributed treatment, improve the treatment effeciency of data processing module.
Description of the drawings
In order to illustrate more clearly about the embodiment of the present invention or technical scheme of the prior art, to embodiment or will show below
There is attached drawing needed in technology description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this
Some embodiments of invention, for those of ordinary skill in the art, without creative efforts, can be with
Other attached drawings are obtained according to these attached drawings.
Fig. 1 is a kind of configuration diagram of image processing system provided in an embodiment of the present invention；
Fig. 2 is a kind of structure diagram of data access module provided in an embodiment of the present invention；
Fig. 3 is a kind of structure diagram of data processing module provided in an embodiment of the present invention；
Fig. 4 is a kind of structure diagram of business application module provided in an embodiment of the present invention.
Specific embodiment
An embodiment of the present invention provides a kind of image processing system, to can connect be distributed in data integration quotient and point
The third party's data acquisition quotient for being distributed in different zones cooperates jointly, forms information sharing, interconnects, improves data processing effect
Rate.
In order to which those skilled in the art is made to more fully understand the present invention program, below in conjunction in the embodiment of the present invention
The technical solution in the embodiment of the present invention is clearly and completely described in attached drawing, it is clear that described embodiment is only
The embodiment of a part of the invention, instead of all the embodiments.Based on the embodiments of the present invention, ordinary skill people
Member's all other embodiments obtained without making creative work should all belong to the model that the present invention protects
It encloses.
Term " first ", " second " and " third " in description and claims of this specification and above-mentioned attached drawing etc. is
For distinguishing different objects, not for description particular order.In addition, term " comprising " and their any deformations, it is intended that
It non-exclusive is included in covering.Such as process, method, system, product or the equipment for containing series of steps or unit do not have
The step of having listed or unit are defined in, but optionally further includes the step of not listing or unit or optionally further includes
For the intrinsic other steps of these processes, method, product or equipment or unit.
A kind of image processing system provided in an embodiment of the present invention, the system comprises multiple data acquisition modules, data
AM access module, data processing module and business application module, the data processing module are in the layout of with the business application module
Data integration quotient；
The data access module respectively with the multiple data acquisition module, the data processing module and the industry
Business application module communication, is used to implement the multiple data acquisition module, the data processing module and the service application
Data communication between module；
The multiple data acquisition module is in the layout of multiple third party's data acquisition quotient respectively, for acquiring facial image number
The data processing module is sent to by the data access module according to and by the face image data；
The data processing module is used to that the face image data got to be handled to obtain facial image
Then the face image processing result is sent to the business application module by handling result again；
The business application module is used to show based on face image processing result progress service application result.
Referring to Fig. 1, Fig. 1 is a kind of configuration diagram of image processing system provided in an embodiment of the present invention.Such as Fig. 1 institutes
Show, which includes multiple data acquisition modules 110, data access module 120, data processing module 130 and industry
Business application module 140, the data access module 120, the data processing module 130 and 140 cloth of business application module
Office is in data integration quotient；
The data access module 120 respectively with the multiple data acquisition module 110, the data processing module 130
And the business application module 140 communicates, and is used to implement the multiple data acquisition module 110, the data processing module
Data communication between 130 and the business application module 140；
The multiple data acquisition module 110 is in the layout of multiple third party's data acquisition quotient respectively, for acquiring face figure
The data processing module 130 is sent to as data and by the face image data by the data access module 120；
The data processing module 130 is used to that the face image data got to be handled to obtain face figure
As handling result, the face image processing result is then sent to the business application module 140 again；
The business application module 140 is used to show based on face image processing result progress service application result.
In embodiments of the present invention, in order to complete to make data integration quotient complete to each third party's data acquisition quotient collect
Data be managed, it is possible to by the image processing system realize by each third party's data acquire quotient connection get up.
In embodiments of the present invention, multiple data acquisition modules 110 are set up by acquiring quotient in third party's data, for example,
If desired observation supermarket movement of population amount can set up data acquisition module 110 in each chain-supermarket.Then data are acquired again
110 collected face image data of module is linked into the data processing module of data integration quotient by data access module 120
130 go unification to handle and analyze image data with business application module 140.
Optionally, in one embodiment of the invention, which includes multiple video cameras, by this
The image that camera acquisition arrives can include panorama sketch and portrait figure.It for example, can be in each chain super of the different region in certain city
City sets up data acquisition module 110 respectively, and each data acquisition module 110 can be used for the multiple front-end cameras of framework
Acquire image.
Wherein, data access module 120 refers to realize the communication of the data between modules and data integration quotient
Data between acquiring quotient third party's data communicate, and provide a module of uniform data interface, by by each third
Number formulary is attached according to acquisition quotient by a unified interface with data processing module 130 and business application module 140, from
And make it possible to realize the unified management to each third party's data acquisition collected data of quotient, data-handling efficiency is improved, and
And the shared of quotient data is acquired by data being managed collectively namely being realized each third party's data, improve data utilization
Value.
Optionally, in one embodiment of the invention, the data access module 120 include in lower interface at least
It is a kind of：
Picture uploads interface 121, interface 122 of uniformly deploying to ensure effective monitoring and control of illegal activities, result communication interface 123 and data integration quotient data and obtains
Interface 124；
Wherein, the picture uploads interface 121 and is used for the data processing module 130 from the multiple data acquisition module
110 obtain the face image data；
It is described uniformly to deploy to ensure effective monitoring and control of illegal activities interface 122 for increasing default portrait of deploying to ensure effective monitoring and control of illegal activities to be preset in the face image data to be described
Deploy to ensure effective monitoring and control of illegal activities portrait when send out alarm；
The result communication interface 123 is used to send out the default face image processing result of the data processing module 130
It send to default client；
The data integration quotient data obtains interface 124 and acquires quotient from the data integration quotient for third party's data
Obtain data.
Specifically, referring to Fig. 2, Fig. 2 is a kind of structural representation of data access module 120 provided in an embodiment of the present invention
Figure.
Optionally, in one embodiment of the invention, when the data acquisition module that each third party's data acquisition quotient lays
When block 110 collects image data, can data processing module 130 be uploaded to by picture upload interface in real time and be handled.
For example, in one embodiment of the invention, when need deploy to ensure effective monitoring and control of illegal activities observe some personnel when, system can be passed through
One interface of deploying to ensure effective monitoring and control of illegal activities will need the portrait deployed to ensure effective monitoring and control of illegal activities to deploy to ensure effective monitoring and control of illegal activities into the image data base of deploying to ensure effective monitoring and control of illegal activities of data processing module 130, so as to follow-up
The personnel in specific post that can be deployed to ensure effective monitoring and control of illegal activities using this are compared to carry out alarm when the personnel occur.
Optionally, in one embodiment of the invention, it is obtained when data processing module 130 has handled face image data
During face image processing result, can face image processing result be sent to by each client by result communication interface.
Optionally, in one embodiment of the invention, when third party's data acquisition quotient needs to obtain from data integration quotient
During the image data of batch, can interface be obtained by data integration quotient data and go to be obtained.
The data processing module 130 can utilize the data access it can be seen from the function of above-mentioned several interfaces
The picture of module 120 uploads interface and communicates；The business application module 140 utilizes the data access module 120
The picture upload interface, the interface of uniformly deploying to ensure effective monitoring and control of illegal activities, the result communication interface and the data integration quotient data obtain
Interface is taken to communicate.
It is appreciated that in embodiments of the present invention, by setting data access layer, and difference is set in data access layer
Interface, so as to realize the data interchange between disparate modules, for region, can realize different third party's data
The data interchange between quotient and data integration quotient is acquired, to reach the unified management to image data, is improved at image data
Manage efficiency.
Optionally, in one embodiment of the invention, the data processing module 130 include static image data library with
And face image processing module.Referring to Fig. 3, Fig. 3 is that a kind of structure of data processing module 130 provided in an embodiment of the present invention is shown
It is intended to.
Optionally, in one embodiment of the invention, the face image processing module includes following at least one：
Modeling engine 131, comparison engine 132, data mining engine 133 and image storage engine 134；
The Modeling engine 131 is used to carry out feature extraction to the face image data to obtain facial image structuring
Data；
The comparison engine 132 is used to that the facial image structural data to be handled to obtain facial image business
Handling result, the face image processing result include the facial image service processing result；
The data mining engine 133 be used for the face image data and the facial image structural data into
To obtain excavating service processing result, the face image processing result includes the excavation service processing result for row processing；
Described image storage engines 134 be used for the face image data and the facial image structural data into
Row storage.
Specifically, in an embodiment of the invention, which is used to move the acquisition quotient's upload of third party's data
State portrait picture, data integration quotient's static data are modeled, and will model the structural data obtained and third party's data acquire
The portrait data that quotient uploads are preserved, and establish correspondence.In embodiments of the present invention, since data volume is very huge,
And the data volume of one day must complete transmission and structured work amount in 24 hours, and which should pass through distributed frame
Structure realizes to have following characteristic：1st, high concurrent, high PC cluster framework in real time；2nd, the high reliability of business is calculated, is supported
Multimachine is mutually standby, and service dynamic migration restores；3rd, dynamic equalization of all calculating in entire cluster is supported；4th, by stackable
Aggregated structure realizes high flexible structure extension and business dilatation.
Specifically, in an embodiment of the invention, which is used to implement when there is a comparison demand to input, and needs
Modeling processing first is carried out to it, then by the structured data entry of acquisition to comparison engine, compare engine by itself and structure
Change data to be compared, and will export than middle portrait data, dynamic portrait data also need to include panorama sketch link, position for video camera
Confidence breath, acquisition time etc..Since comparison needs high-timeliness, second grade output comparing result, because comparison engine can be used point
Cloth framework has following characteristic：1st, it supports High Availabitity, can rapidly switch between engine；2nd, holding load balancing cluster is protected
Card load balancing can be used；3rd, machine state real time monitoring is supported；4th, holding load equilibrium, failure transfer；5th, high-performance is provided to delay
Caching distributed deployment is supported in the service of depositing, acceleration request processing.
Specifically, in an embodiment of the invention, which, which is used to work as, has a data mining demand to input
When, need first to carry out modeling processing to it, then by the structured data entry of acquisition to data mining engine, engine by its with
Structural data is compared, and will be exported than middle portrait data, and dynamic portrait data also need to include panorama sketch link, camera shooting
Machine location information, acquisition time etc..Since the data volume of data mining is very big, the data mining engine is using distributed
Framework has following characteristic：1st, it supports High Availabitity, can rapidly switch between engine；2nd, holding load balancing cluster ensures negative
It carries balanced available；3rd, machine state real time monitoring is supported；4th, holding load equilibrium, failure transfer；The 5th, high-performance caching clothes are provided
Caching distributed deployment is supported in business, acceleration request processing.
It is appreciated that in embodiments of the present invention, by by face image processing module be divided into static image data library with
And image processing module, and image processing module is divided into different function modules and carries out framework, so that different work(
Can be with distributed structure/architecture on a different server between energy module, and pass through the division of above-mentioned function module so that each work(
Coupling and decoupling can be better achieved between module.
Optionally, in one embodiment of the invention, which includes emphasis static image data library
And non-emphasis image data base.Wherein, which can for example include each key post
Personnel objects.The non-emphasis image data base can for example include the personnel objects in some inessential posies.
Optionally, in one embodiment of the invention, each face image data in the static database can also wrap
People information corresponding with each face image data is included, for example, the information such as personage's gender, birthplace, permanent residence, identification card number,
And also the personage often actively etc..
Further, in one embodiment of the invention, each third party's data acquisition quotient can also include the emphasis
Static image data library, the emphasis static image data library of each third party's data acquisition quotient can pass through the data of data access layer
Integrator's data acquisition interface is obtained from the still image library of data analysis layer.
Optionally, in one embodiment of the invention, the business application module 140 includes following at least one：
Retrieval module 141, module of deploying to ensure effective monitoring and control of illegal activities 142, offline deploy to ensure effective monitoring and control of illegal activities module 143, trans-regional module 144, the statistical module of deploying to ensure effective monitoring and control of illegal activities
145th, module 146, management module 147 and map display module 148 are excavated；
The retrieval module 141 is used for based on static image data library, and facial image inspection is obtained according to default facial image
Rope is as a result, the face image processing result includes the facial image retrieval result；
It is described to deploy to ensure effective monitoring and control of illegal activities module 142 for deploying to ensure effective monitoring and control of illegal activities to default portrait of deploying to ensure effective monitoring and control of illegal activities；
The statistical module 143 is used to count the face result data；
The offline module 144 of deploying to ensure effective monitoring and control of illegal activities is used to deploy to ensure effective monitoring and control of illegal activities to default portrait of deploying to ensure effective monitoring and control of illegal activities offline；
The trans-regional module 145 of deploying to ensure effective monitoring and control of illegal activities is deployed to ensure effective monitoring and control of illegal activities people for the data integration quotient in third party's data acquisition quotient
Picture or third party's data acquisition quotient deploy to ensure effective monitoring and control of illegal activities portrait in the data integration quotient；
The excavation module 146 is used to that at least one of data below to be counted and analyzed：Face image data,
Human face structure data or face result data carry out；For example, statistics gatherer amount or alarm amount etc..
The management module 147 is used to be managed described image processing system；
The map display module 148 is used for enterprising in map to the corresponding goal activities track of the default facial image
Row display.
Specifically, referring to Fig. 4, Fig. 4 is a kind of structural representation of business application module 140 provided in an embodiment of the present invention
Figure.
In embodiments of the present invention, business application module 140 refers to be mounted on client, for what is directly docked with user
Module.The business application module 140 indicates the concrete function that can be realized by the image processing system.When service application mould
When block 140 triggers some function module, then the function module is by calling image capture module, data interface module and data
Processing module 130 is realized, and face image processing result is exported to business application module 140 and is shown, for user
It checks.
Optionally, in one embodiment of the invention, the face image processing result includes following at least one：
Facial image relevant with the face image data and the facial image in the static image data library
The relevant goal activities region of data and the face image data relevant goal activities time and the facial image number
According to relevant goal activities track and the relevant portrait data of going together of the face image data.
Specifically, it for example, in the example of the present invention, is retrieved when user triggers in business application module 140
When module performs portrait search function, so as to which data processing module 130 can be retrieved to obtain to output to pre-set image and should
The relevant facial image of pre-set image；
Specifically, for example, in another example of the present invention, when user triggers cloth in business application module 140
Control module execution deploy to ensure effective monitoring and control of illegal activities function when, for example, deploy to ensure effective monitoring and control of illegal activities certain post personnel when, so as to deploy to ensure effective monitoring and control of illegal activities in the database first post personnel,
Then data processing module 130 again to real-time reception to facial image retrieve, when retrieving similar face image, then
Alarm alternatively it is also possible to be deployed to ensure effective monitoring and control of illegal activities offline, to deploy to ensure effective monitoring and control of illegal activities when server free, improves efficiency of deploying to ensure effective monitoring and control of illegal activities, also may be used
It is deployed to ensure effective monitoring and control of illegal activities with trans-regional, makes to deploy to ensure effective monitoring and control of illegal activities more flexible.
Specifically, it for example, in the example of the present invention, is counted when user triggers in business application module 140
During module, the data of data analysis layer can be called to be counted by the relevant interface of data access layer at this time, for example, can be with
It is counted by face image data often actively in the personage in some place.
Specifically, it for example, in the example of the present invention, is excavated when user calls in business application module 140
When module performs data mining capability, for example, the activity venue of some portrait is excavated, the activity time of some portrait, with some
Colleague's portrait data of personage and the event trace of some portrait etc. can pass through the relevant interface of data access layer at this time
The data in data processing module 130 in static database is called to obtain correlated results.
Specifically, in one embodiment of the invention, can above-mentioned function be realized by above-mentioned different submodule,
It is specific as follows：
Excavate module in goal activities region：For carrying out data statistics to the zone of action of target portrait；
The goal activities time excavates module：For carrying out data statistics to the activity time of target portrait；
Excavate module in goal activities track：For carrying out data statistics to the event trace of target portrait；
The colleague excavates module：For obtaining go together corresponding with the default facial image according to default facial image
Facial image, the face image processing result include colleague's facial image；
Crash analysis module：For carrying out data statistics to the target portrait occurred simultaneously in two predeterminable areas.
Specifically, for example, in the example of the present invention, when user is in 140 invocation map of business application module
When, can based on the statistical data got from static database will event trace corresponding with certain target person in the map
On shown, so as to more clearly be tracked and position to target person.
Optionally, in one embodiment of the invention, the management module further includes following at least one：
Rights management submodule, target person information management submodule.
In embodiments of the present invention, management module can be limited open to different use by the fraction of rights management submodule
Family can edit the people information in static image data library by target person information management submodule.
Optionally, in one embodiment of the invention, which can also increase other function moulds
Block is used to implement other functions.
As can be seen that in above-mentioned image processing system, data acquisition is set up respectively by acquiring quotient in each third party's data
Device and the connection that the data between different zones and disparate modules are realized by data access layer, it is achieved thereby that
Unified management to data improves data utility value, and the data being also prevented between each third party's data acquisition quotient are asymmetric, carry
Hi-vision data-handling efficiency.
Further, by carrying out submodule division to each function module, and to data in data processing module 130
Processing module 130 carries out distributed treatment, improves the treatment effeciency of data processing module 130.
The embodiment of the present invention also provides a kind of computer storage media, wherein, which can be stored with journey
Sequence, the program include the part or all of step of any method described in above-described embodiment when performing.
It should be noted that for aforementioned each method embodiment, in order to be briefly described, therefore it is all expressed as a series of
Combination of actions, but those skilled in the art should know, the present invention is not limited by described sequence of movement because
According to the present invention, certain steps may be used other sequences or be carried out at the same time.Secondly, those skilled in the art should also know
It knows, embodiment described in this description belongs to preferred embodiment, and involved action and module are not necessarily of the invention
It is necessary.
In the above-described embodiments, it all emphasizes particularly on different fields to the description of each embodiment, there is no the portion being described in detail in some embodiment
Point, it may refer to the associated description of other embodiment.
In several embodiments provided herein, it should be understood that disclosed device, it can be by another way
It realizes.For example, the apparatus embodiments described above are merely exemplary, such as the division of the unit, it is only a kind of
Division of logic function, can there is an other dividing mode in actual implementation, such as multiple units or component can combine or can
To be integrated into another system or some features can be ignored or does not perform.Another point, shown or discussed is mutual
Coupling, direct-coupling or communication connection can be by some interfaces, the INDIRECT COUPLING or communication connection of device or unit,
Can be electrical or other forms.
The unit illustrated as separating component may or may not be physically separate, be shown as unit
The component shown may or may not be physical unit, you can be located at a place or can also be distributed to multiple
In network element.Some or all of unit therein can be selected according to the actual needs to realize the mesh of this embodiment scheme
's.
In addition, each functional unit in various embodiments of the present invention can be integrated in a processing unit, also may be used
To be that each unit is individually physically present, can also two or more units integrate in a unit.It is above-mentioned integrated
The form that hardware had both may be used in unit is realized, can also be realized in the form of SFU software functional unit.
If the integrated unit is realized in the form of SFU software functional unit and is independent product sale or uses
When, it can be stored in a computer read/write memory medium.Based on such understanding, technical scheme of the present invention is substantially
The part to contribute in other words to the prior art or all or part of the technical solution can be in the form of software products
It embodies, which is stored in a storage medium, is used including some instructions so that a computer
Equipment (can be personal computer, server or network equipment etc.) perform each embodiment the method for the present invention whole or
Part steps.And aforementioned storage medium includes：USB flash disk, read-only memory (ROM, Read-Only Memory), arbitrary access are deposited
Reservoir (RAM, Random Access Memory), mobile hard disk, magnetic disc or CD etc. are various can to store program code
Medium.
The above, the above embodiments are merely illustrative of the technical solutions of the present invention, rather than its limitations；Although with reference to before
Embodiment is stated the present invention is described in detail, it will be understood by those of ordinary skill in the art that：It still can be to preceding
The technical solution recorded in each embodiment is stated to modify or carry out equivalent replacement to which part technical characteristic；And these
Modification is replaced, the range for various embodiments of the present invention technical solution that it does not separate the essence of the corresponding technical solution.
Claims (9)
1. a kind of image processing system, which is characterized in that the system comprises multiple data acquisition modules, data access module,
Data processing module and business application module, the data access module, the data processing module and the service application mould
Block layout is in data integration quotient；
The data access module respectively should with the multiple data acquisition module, the data processing module and the business
It is communicated with module, is used to implement the multiple data acquisition module, the data processing module and the business application module
Between data communication；
The multiple data acquisition module is in the layout of multiple third party's data acquisition quotient respectively, for acquiring face image data simultaneously
The face image data is sent to the data processing module by the data access module, wherein, the multiple
Tripartite's data acquisition quotient is connected by a unified interface with the data acquisition module and the business application module
It connects；
The data processing module is used to that the face image data got to be handled to obtain face image processing
As a result, the face image processing result is then sent to the business application module again；
The business application module is used to show based on face image processing result progress service application result；
Wherein, the business application module uploads interface using the picture of the data access module, described uniformly deploys to ensure effective monitoring and control of illegal activities
Interface, the result communication interface and the data integration quotient data obtain interface and communicate.
2. system according to claim 1, which is characterized in that the data processing module include static image data library with
And face image processing module.
3. system according to claim 2, which is characterized in that the face image processing result includes following at least one
Kind：
Facial image relevant with the face image data, with the relevant goal activities region of the face image data, with
The face image data relevant goal activities time, with the relevant goal activities track of the face image data and institute
State the relevant colleague's portrait data of face image data.
4. system according to claim 2, which is characterized in that the data access module include in lower interface at least
It is a kind of：
Picture uploads interface, interface of uniformly deploying to ensure effective monitoring and control of illegal activities, result communication interface and data integration quotient data and obtains interface；
Wherein, the picture uploads interface and obtains the people from the multiple data acquisition module for the data processing module
Face image data；
It is described uniformly to deploy to ensure effective monitoring and control of illegal activities interface for increasing default portrait of deploying to ensure effective monitoring and control of illegal activities to preset the people that deploys to ensure effective monitoring and control of illegal activities to be described in the face image data
As when send out alarm；
The result communication interface is used to the default face image processing result of the data processing module being sent to default visitor
Family end；
The data integration quotient data obtains interface and acquires quotient from data integration quotient acquisition number for third party's data
According to.
5. system according to claim 2, which is characterized in that the face image processing module includes following at least one
Kind：
Modeling engine, comparison engine, data mining engine and image storage engine；
The Modeling engine is used to carry out feature extraction to the face image data to obtain facial image structural data；
The comparison engine is used to that the facial image structural data to be compared to obtain facial image business processing knot
Fruit, the face image processing result include the facial image service processing result；
The data mining engine is used to handle the face image data and the facial image structural data
To obtain excavating service processing result, the face image processing result includes the excavation service processing result；
Described image storage engines are used to store the face image data and the facial image structural data.
6. according to claim 2 to 5 any one of them system, which is characterized in that the business application module include with down toward
Few one kind：
Retrieve module, module of deploying to ensure effective monitoring and control of illegal activities, module of deploying to ensure effective monitoring and control of illegal activities offline, trans-regional module of deploying to ensure effective monitoring and control of illegal activities, statistical module, excavate module, management module,
And map display module；
The retrieval module is used to obtain facial image retrieval result, the face image processing result according to default facial image
Including the facial image retrieval result；
It is described to deploy to ensure effective monitoring and control of illegal activities module for deploying to ensure effective monitoring and control of illegal activities to default portrait of deploying to ensure effective monitoring and control of illegal activities；
The offline module of deploying to ensure effective monitoring and control of illegal activities is used to deploy to ensure effective monitoring and control of illegal activities to default portrait of deploying to ensure effective monitoring and control of illegal activities offline；
The trans-regional module of deploying to ensure effective monitoring and control of illegal activities is deployed to ensure effective monitoring and control of illegal activities portrait for the data integration quotient in third party's data acquisition quotient, Huo Zhesuo
Third party's data acquisition quotient is stated to deploy to ensure effective monitoring and control of illegal activities portrait in the data integration quotient；
The statistical module is used to count the face result data；
The excavation module is used to that at least one of data below to be counted and analyzed：Face image data, face knot
Structure data or face result data carry out；
The management module is used to be managed described image processing system；
The map display module is used to show the corresponding goal activities track of the default facial image on map.
7. system according to claim 4, which is characterized in that the data processing module utilizes the data access module
The picture upload interface.
8. system according to claim 6, which is characterized in that the excavation module includes following at least one：
Excavate module in goal activities region：For carrying out data statistics to the zone of action of target portrait；
The goal activities time excavates module：For carrying out data statistics to the activity time of target portrait；
Excavate module in goal activities track：For carrying out data statistics to the event trace of target portrait；
Colleague excavates module and is used to count facial image of going together corresponding with the default facial image according to default facial image,
The face image processing result includes colleague's facial image；
Crash analysis module：For carrying out data statistics to the target portrait occurred simultaneously in two predeterminable areas.
9. system according to claim 6, which is characterized in that the management module further includes following at least one：
Rights management submodule, target person information management submodule.
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| CN202120402U (en) * | 2011-05-04 | 2012-01-18 | 中国人民解放军国防科学技术大学 | Mass video analysis based on cloud computing and rapid retrieval system |
| US8824750B2 (en) * | 2012-03-19 | 2014-09-02 | Next Level Security Systems, Inc. | Distributive facial matching and notification system |
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