CN109543514A - A kind of cloud data server and application method based on Intelligent human-face recognizer - Google Patents
A kind of cloud data server and application method based on Intelligent human-face recognizer Download PDFInfo
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- CN109543514A CN109543514A CN201811194403.9A CN201811194403A CN109543514A CN 109543514 A CN109543514 A CN 109543514A CN 201811194403 A CN201811194403 A CN 201811194403A CN 109543514 A CN109543514 A CN 109543514A
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- data
- child servers
- communication network
- face
- cloud data
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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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- 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
- G06V40/161—Detection; Localisation; Normalisation
Abstract
The present invention relates to a kind of cloud data servers based on Intelligent human-face recognizer, including cloud data processing child servers, high speed face alignment analysis child servers, data hard disc array, Relay Server, operation control terminal and communication network, wherein communication network is analyzed child servers, data hard disc array and operation control terminal and is connected with each other with cloud data processing child servers, high speed face alignment respectively by Relay Server；Its application method includes equipment network, three steps such as data acquisition and recognition of face.One aspect of the present invention, which can greatly improve, carries out efficient face recognition operation to the data that human body is taken pictures, while improving face recognition operating efficiency, improve accuracy of identification, on the other hand there are good data communication capabilities and network interactivity capabilities, while the ability for greatly improving the online group net operation of equipment and effective satisfaction carry out remote control operation, the later period expansion capability of system is greatly improved.
Description
Technical field
The present invention relates to a kind of cloud data servers and application method based on Intelligent human-face recognizer, belong to computer skill
Art field.
Background technique
Today of scientific technological advance, the application of common security monitoring camera are very extensive, but for such as
For modern offline businesses, other than the needs of safety monitoring, businessman's urgent need utilizes existing mobile Internet, object
Networking, intelligence sensor unit composition can have face snap and identification, the intellectual analysis of face characteristic, AI artificial intelligence
The system scheme of customer analysis and portrait system, every profession and trade SAAS chemical industry tool.It allows businessman to fully understand each to use into shop
Hobby, demand, analysis and the statistics at family, to help to promote businessman to the service level of user and improve user's conclusion of the business conversion
Rate.
For the analysis system information-based for one, it is most important that solving exploitation has big data storage, analysis, place
The Cloud Server of reason.So the important foundation element as entire big data analysis, the urgent demand one kind in market is based on intelligence
The cloud data server of face recognition algorithms.
Summary of the invention
The object of the invention, which is that, overcomes above-mentioned deficiency, provides a kind of cloud data service based on Intelligent human-face recognizer
Device and application method and its preparation process.
To achieve the above object, the present invention is to be achieved through the following technical solutions:
A kind of cloud data server based on Intelligent human-face recognizer, including cloud data processing child servers, high speed people
Face compares analysis child servers, data hard disc array, Relay Server, operation control terminal and communication network, and wherein communication network is logical
Cross Relay Server respectively with cloud data processing child servers, high speed face alignment analysis child servers, data hard disc array and
Operation control terminal be connected with each other, wherein operation control terminal several, be serially connected by communication network between each operation control terminal.
Further, the data processing platform (DPP) of high speed face alignment analysis child servers is supported and intelligent camera point
Analyse the eHome agreement transmission between unit
Further, high speed face alignment analysis child servers include redundant power, 8 gigabit network interfaces, 3
USB interface, 4 USB3.0 interfaces, 4 USB2.0 interfaces.
Further, at least one piece of intellectual analysis blade clothes are separately set in high speed face alignment analysis child servers
Business device, and when intellectual analysis blade child servers are two or more, between each intellectual analysis blade child servers mutually
It is in parallel.
Further, the intellectual analysis blade server includes 20 GPU chips, 4 IntelE5-2600 series
CPU, 144G DDR3 memory, 5 480GB SSD hard disks, 7 4TB enterprise-level hard disks.
Further, the operation control terminal is intelligent movable communicating terminal, personal computer, appointing in industrial computer
Meaning is one or more of to be shared.
Further, the comparative analysis calculation method in high speed face alignment analysis child servers are as follows: be based on 96
The dynamic human face identification of point compare and filtering algorithm and more picture 3D faceform's generating algorithms based on openCV in it is any
One or two share.
Further, the communication network is any in Internet of Things, internet and 3G/4G mobile data communication network
One or more share, wherein the Internet of Things, internet include at least one wireless telecommunications network and at least one
Line communication network.
A kind of application method of the cloud data server based on Intelligent human-face recognizer, comprising the following steps:
Cloud data processing child servers, high speed face alignment are analyzed child servers, number first by the first step, equipment network
It is attached according to hard disk array, Relay Server, operation control terminal and communication network, and constitutes unified server case, then
Server case connect by Relay Server with external data communication network, and by the data communication network of outside and
Video image acquisition terminal device is connected with each other, and finally by operation control terminal, into data hard disc array, typing is used to compare operation
Original image information；
Second step, data acquisition are respectively first that each distribution setting is clapped by server case after completing first step operation
It acts as regent and sets the parameter of the video image acquisitions shooting operation such as positioning, filming frequency, then by each video image acquisition terminal device
According to the parameter operation set, and image data acquiring is carried out, the data after acquisition are finally passed through into external data communication
Network, which is sent in server case, carries out discriminance analysis；
Third step, recognition of face, server case filter out figure after the image data for receiving second step acquisition first
As the fuzzy, image file without significant facial characteristics, the image data for remaining with clear facial characteristics is only retained, then to reservation
Image data carry out the correction of ± 20 ° of ranges, then by high speed face alignment analysis child servers to after correction data and guarantor
There are original Contrast's image datas in data hard disc array, and operation is compared, and then obtains face alignment as a result, a simultaneously side
Face exports in operation control terminal, on the other hand carries out data remote transmission feedback by external data communication network.
Further, in the third step, external data communication network can be passed through by several server cases
Networking carries out online operation.
Present system composition structure is simple, and using flexible is convenient, and data-handling capacity is strong, and processing speed is fast, a side
Face, which can greatly improve, carries out efficient face recognition operation to the data that human body is taken pictures, and is improving the same of face recognition operating efficiency
When, accuracy of identification is improved, on the other hand there are good data communication capabilities and network interactivity capabilities, set greatly improving
While the ability of standby online group net operation and effective satisfaction carry out remote control operation, the later period of system is greatly improved
Expansion capability, so that the cost that the equipment later period uses and safeguard can be greatly reduced.
Detailed description of the invention
Fig. 1 is schematic structural view of the invention；
Fig. 2 is implementation method flow figure of the present invention.
Specific embodiment
A kind of cloud data server based on Intelligent human-face recognizer as shown in Figure 1, including cloud data processing sub-services
Device 1, high speed face alignment analysis child servers 2, data hard disc array 3, Relay Server 4, operation control terminal 5 and communication network 6,
Wherein communication network 6 analyzes sub-services with cloud data processing child servers 1, high speed face alignment respectively by Relay Server 4
Device 2, data hard disc array 3 and operation control terminal 5 are connected with each other, wherein operation control terminal 5 several, pass through between each operation control terminal 5
Communication network 6 is serially connected.
In the present embodiment, the data processing platform (DPP) of the high speed face alignment analysis child servers 2 is supported to take the photograph with intelligence
As the eHome agreement transmission between analytical unit
In the present embodiment, the high speed face alignment analysis child servers 2 include redundant power, 8 gigabit network interfaces, 3
A USB interface, 4 USB3.0 interfaces, 4 USB2.0 interfaces.
In the present embodiment, at least one piece of intellectual analysis blade is separately set in the high speed face alignment analysis child servers 2
Child servers, and when intellectual analysis blade child servers are two or more, between each intellectual analysis blade child servers
It is parallel with one another.
In the present embodiment, the intellectual analysis blade server includes 20 GPU chips, 4 Intel E5-2600 systems
Arrange CPU, 144G DDR3 memory, 5 480GB SSD hard disks, 7 4TB enterprise-level hard disks.
In the present embodiment, the operation control terminal 5 is intelligent movable communicating terminal, in personal computer, industrial computer
Any one or a few share.
Comparative analysis calculation method in the present embodiment, in the high speed face alignment analysis child servers 2 are as follows: be based on
96 points of dynamic human face identification compare and filtering algorithm and more picture 3D faceform's generating algorithms based on openCV in appoint
Meaning is one or two kinds of to be shared.
In the present embodiment, the communication network 6 is in Internet of Things, internet and 3G/4G mobile data communication network
Any one or a few is shared, wherein the Internet of Things, internet include at least one wireless telecommunications network and at least one
A online communication network.
As shown in Fig. 2, a kind of application method of the cloud data server based on Intelligent human-face recognizer, including following step
It is rapid:
Cloud data processing child servers, high speed face alignment are analyzed child servers, number first by the first step, equipment network
It is attached according to hard disk array, Relay Server, operation control terminal and communication network, and constitutes unified server case, then
Server case connect by Relay Server with external data communication network, and by the data communication network of outside and
Video image acquisition terminal device is connected with each other, and finally by operation control terminal, into data hard disc array, typing is used to compare operation
Original image information；
Second step, data acquisition are respectively first that each distribution setting is clapped by server case after completing first step operation
It acts as regent and sets the parameter of the video image acquisitions shooting operation such as positioning, filming frequency, then by each video image acquisition terminal device
According to the parameter operation set, and image data acquiring is carried out, the data after acquisition are finally passed through into external data communication
Network, which is sent in server case, carries out discriminance analysis；
Third step, recognition of face, server case filter out figure after the image data for receiving second step acquisition first
As the fuzzy, image file without significant facial characteristics, the image data for remaining with clear facial characteristics is only retained, then to reservation
Image data carry out the correction of ± 20 ° of ranges, then by high speed face alignment analysis child servers to after correction data and guarantor
There are original Contrast's image datas in data hard disc array, and operation is compared, and then obtains face alignment as a result, a simultaneously side
Face exports in operation control terminal, on the other hand carries out data remote transmission feedback by external data communication network.
In the present embodiment, in the third step, external data communication network can be passed through by several server cases
Network networking carries out online operation.
Present system composition structure is simple, and using flexible is convenient, and data-handling capacity is strong, and processing speed is fast, a side
Face, which can greatly improve, carries out efficient face recognition operation to the data that human body is taken pictures, and is improving the same of face recognition operating efficiency
When, accuracy of identification is improved, on the other hand there are good data communication capabilities and network interactivity capabilities, set greatly improving
While the ability of standby online group net operation and effective satisfaction carry out remote control operation, the later period of system is greatly improved
Expansion capability, so that the cost that the equipment later period uses and safeguard can be greatly reduced.
The above shows and describes the basic principles and main features of the present invention and the advantages of the present invention.The technology of the industry
Personnel are it should be appreciated that the present invention is not limited to the above embodiments, and the above embodiments and description only describe this
The principle of invention, without departing from the spirit and scope of the present invention, various changes and improvements may be made to the invention, these changes
Change and improvement all fall within the protetion scope of the claimed invention.The claimed scope of the invention by appended claims and its
Equivalent thereof.
Claims (10)
1. a kind of cloud data server based on Intelligent human-face recognizer, it is characterised in that: described to be known based on Intelligent human-face
The cloud data server of other algorithm includes cloud data processing child servers, high speed face alignment analysis child servers, data hard disc
Array, Relay Server, operation control terminal and communication network, wherein the communication network by Relay Server respectively with cloud number
It is connected with each other according to processing child servers, high speed face alignment analysis child servers, data hard disc array and operation control terminal, wherein institute
The operation control terminal stated several, be serially connected by communication network between each operation control terminal.
2. a kind of cloud data server based on Intelligent human-face recognizer according to claim 1, it is characterised in that: institute
The data processing platform (DPP) for the high speed face alignment analysis child servers stated supports the eHome agreement between intelligent camera analytical unit
Transmission.
3. a kind of cloud data server based on Intelligent human-face recognizer according to claim 1, it is characterised in that: institute
The high speed face alignment analysis child servers stated include that redundant power, 8 gigabit network interfaces, 3 USB interfaces, 4 USB3.0 connect
Mouth, 4 USB2.0 interfaces.
4. a kind of cloud data server based on Intelligent human-face recognizer according to claim 1, it is characterised in that: institute
At least one piece of intellectual analysis blade child servers are separately set in the high speed face alignment analysis child servers stated, and work as intellectual analysis knife
It is parallel with one another between each intellectual analysis blade child servers when piece child servers are two or more.
5. a kind of cloud data server based on Intelligent human-face recognizer according to claim 4, it is characterised in that: institute
The intellectual analysis blade server stated include 20 GPU chips, 4 Intel E5-2600 series CPU, 144G DDR3 memories, 5
A 480GB SSD hard disk, 7 4TB enterprise-level hard disks.
6. a kind of cloud data server based on Intelligent human-face recognizer according to claim 1, it is characterised in that: institute
The operation control terminal stated is that intelligent movable communicating terminal, personal computer, any one or a few in industrial computer share.
7. a kind of cloud data server based on Intelligent human-face recognizer according to claim 1, it is characterised in that: institute
The comparative analysis calculation method in high speed face alignment analysis child servers stated are as follows: identified and compared based on 96 points of dynamic human faces
And any one or two kinds in filtering algorithm and more picture 3D faceform's generating algorithms based on openCV share.
8. a kind of cloud data server based on Intelligent human-face recognizer according to claim 1, it is characterised in that: institute
The communication network stated be Internet of Things, internet and 3G/4G mobile data communication network in any one or a few share, wherein
The Internet of Things, internet include at least one wireless telecommunications network and at least one online communication network.
9. a kind of application method of the cloud data server based on Intelligent human-face recognizer, which is characterized in that it is described based on
The application method of the cloud data server of Intelligent human-face recognizer the following steps are included:
The first step, equipment network are hard by cloud data processing child servers, high speed face alignment analysis child servers, data first
Disk array, Relay Server, operation control terminal and communication network are attached, and constitute unified server case, then will clothes
Business device main body is connect by Relay Server with external data communication network, and passes through external data communication network and video
Image Acquisition terminal device is connected with each other, and finally by operation control terminal, into data hard disc array, typing is used to compare the original of operation
Beginning image information；
Second step, data acquisition are respectively first each distribution setting shooting position by server case after completing first step operation
Set the parameter of the video image acquisitions shooting operation such as positioning, filming frequency, then by each video image acquisition terminal device according to
The parameter operation set, and image data acquiring is carried out, the data after acquisition are finally passed through into external data communication network
It is sent in server case and carries out discriminance analysis；
Third step, recognition of face, server case filter out image mould after the image data for receiving second step acquisition first
Paste, the image file without significant facial characteristics only retain the image data for remaining with clear facial characteristics, then to the figure of reservation
As data carry out the correction of ± 20 ° of ranges, then by high speed face alignment analysis child servers to after correction data be stored in
Operation is compared in original Contrast's image data in data hard disc array, then obtains face alignment as a result, simultaneously on the one hand existing
It is exported in operation control terminal, data remote transmission feedback is on the other hand carried out by external data communication network.
10. a kind of application method of cloud data server based on Intelligent human-face recognizer according to claim 9,
It is characterized in that: in the third step, external data communication network networking can be passed through by several server cases, carried out
Online operation.
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| CN201811194403.9A CN109543514A (en) | 2018-10-15 | 2018-10-15 | A kind of cloud data server and application method based on Intelligent human-face recognizer |
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| CN201811194403.9A CN109543514A (en) | 2018-10-15 | 2018-10-15 | A kind of cloud data server and application method based on Intelligent human-face recognizer |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112291535A (en) * | 2020-12-24 | 2021-01-29 | 南京斯酷环境科技有限公司 | Public safety monitoring system and method based on Internet of things |
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2018
- 2018-10-15 CN CN201811194403.9A patent/CN109543514A/en active Pending
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112291535A (en) * | 2020-12-24 | 2021-01-29 | 南京斯酷环境科技有限公司 | Public safety monitoring system and method based on Internet of things |
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| WD01 | Invention patent application deemed withdrawn after publication |
Application publication date: 20190329 |
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| WD01 | Invention patent application deemed withdrawn after publication |