CN108985243A - Mobile recognition of face Compare System based on headend equipment - Google Patents
Mobile recognition of face Compare System based on headend equipment Download PDFInfo
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- CN108985243A CN108985243A CN201810816900.1A CN201810816900A CN108985243A CN 108985243 A CN108985243 A CN 108985243A CN 201810816900 A CN201810816900 A CN 201810816900A CN 108985243 A CN108985243 A CN 108985243A
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- Prior art keywords
- face
- subsystem
- headend equipment
- module
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Classifications
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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
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
- G06Q50/10—Services
- G06Q50/26—Government or public services
- G06Q50/265—Personal security, identity or safety
Abstract
The present invention relates to a kind of, and the mobile recognition of face Compare System based on headend equipment includes multiple headend equipments, headend equipment includes: that identification is deployed to ensure effective monitoring and control of illegal activities headend equipment subsystem, for being tracked to multiple faces in shooting video, and select optimal face screenshot, then face screenshot is subjected to feature extraction, face alignment is carried out, and comparison result is dished out；Rear end pipe pats station subsystem, for identification deploy to ensure effective monitoring and control of illegal activities the equipment in headend equipment subsystem be managed, the management in list library of deploying to ensure effective monitoring and control of illegal activities, the management of task and for the sub- account management under client；Mobile terminal alerts subsystem, receiving and display for warning information；Front end Fast-Maintenance subsystem, for the relevant parameter on camera to be quickly arranged.This system calculates equipment by front end and rapid deployment, progress face can deploy to ensure effective monitoring and control of illegal activities and identify in the environment of no power supply and network, can obtain the push of recognition of face at the first time as a result, improving the efficiency of recognition of face.
Description
Technical field
The present invention relates to recognitions of face to compare warning system platform, in particular to a kind of based on headend equipment calculating ratio pair
Mobile recognition of face Compare System.
Background technique
With the extensive construction of safe city and universal, the data volume got by the face system of deploying to ensure effective monitoring and control of illegal activities of face system
Also just increasing, this brings opportunity to stability maintenance, all kinds of case investigations etc. of public security organ, also with challenge.Largely arrange
Dynamic human face platform of deploying to ensure effective monitoring and control of illegal activities for stability maintenance and case investigation provides effective means, but does not cover in dynamic human face system of deploying to ensure effective monitoring and control of illegal activities
The place progress face equipment covered is deployed with various inconvenience, which is exactly predominantly to solve problems.
Traditional dynamic human face deploy to ensure effective monitoring and control of illegal activities main problem is that: (1) can not rapid deployment, lose killer opportunity；(2) it disposes
When need logical Netcom's electricity, environment cannot be well adapted to；(3) device location is too obvious after disposing, and is concerned crowd and is easy
Various means are taken to be hidden；(4) a large amount of rear end calculates, and can not adapt to actual light business demand.
Summary of the invention
Present invention aims to overcome that above-mentioned the deficiencies in the prior art and a kind of mobile face based on headend equipment is provided
Identify Compare System, which can accurately track and be extracted in headend equipment under several scenes (fright use, hidden use)
Suitable human face target, and quality judging is carried out to each face, select best face extraction to correspond to face characteristic simultaneously and built-in
It is compared in the list library of deploying to ensure effective monitoring and control of illegal activities of front end, finally realizes that the push of face interested is alerted to various terminal equipment, take simultaneously
With backstage cloud service, to complete the management to task, distribution, and depositary management reason of deploying to ensure effective monitoring and control of illegal activities.
Realize the object of the invention the technical solution adopted is that: a kind of mobile recognition of face based on headend equipment compares system
It unites, including multiple headend equipments, the headend equipment include:
It identifies headend equipment subsystem of deploying to ensure effective monitoring and control of illegal activities, for tracking to multiple faces in video, and selects optimal people
Then face screenshot is carried out feature extraction by face screenshot, feature and list library of deploying to ensure effective monitoring and control of illegal activities are carried out face alignment, and by comparison result
It is pushed by wireless network；
Rear end pipe pats station subsystem, for being managed to all devices identified in headend equipment subsystem of deploying to ensure effective monitoring and control of illegal activities,
It deploys to ensure effective monitoring and control of illegal activities the management in list library, the management of task and for the sub- account management under client；
Mobile terminal alerts subsystem, receiving and display for warning information；And
Front end Fast-Maintenance subsystem, for the relevant parameter on camera to be quickly arranged.
In the above-mentioned technical solutions, described to identify that headend equipment subsystem of deploying to ensure effective monitoring and control of illegal activities includes the TX2 equipment of Nvidia, camera
Mould group, 3G/4G wireless routing mould group, GPS mould group and power supply mould group；The multiple headend equipment passes through 3G/4G wireless routing
Mould group and cloud platform are wirelessly connected.
It is in the above-mentioned technical solutions, described to identify the also built-in one piece of non-exchange battery of headend equipment subsystem of deploying to ensure effective monitoring and control of illegal activities,
Simultaneously be equipped with 2 pieces can constantly charged renewal external battery.
In the above-mentioned technical solutions, it includes user authentication login module, plant maintenance that the rear end pipe, which pats station subsystem,
Management module, customer care management module, list database management module, task management module, historical information alarm inquiry module.
In the above-mentioned technical solutions, the mobile terminal alarm subsystem includes user log-in block, in map
Show module, alarm message reminding module and the warning message details display module of device location of deploying to ensure effective monitoring and control of illegal activities.
In the above-mentioned technical solutions, the front end Fast-Maintenance subsystem includes camera automated log on module, camera
Optical zoom adjusts module, the switch module of the strong Xanthophyll cycle state of switch module, camera of the wide dynamical state of camera, camera shooting
The switch module of head backlight compensation.
The invention has the following advantages that
(1) prior art acquires video image simply by headend equipment, then by the transmission of video images of acquisition to rear
Platform finally just carries out recognition of face, once as soon as link breaks down in acquisition and transmission, it will affect last identification knot
Fruit.And the present invention realizes that Face datection, recognition of face and face characteristic compare (library containing staff list) by headend equipment, it can
Face recognition result is obtained rapidly, so as to obtain the result of recognition of face at the first time.
(2) the included power supply of headend equipment and 4G wireless network, can freely dispose, not limited completely by actual environment, energy
It is enough smoothly to deploy to ensure effective monitoring and control of illegal activities under no cable, power free scene.System realizes special double cell and designs, one built in equipment
The non-exchange battery of block, at the same be equipped with 2 pieces can constantly charged renewal external battery.In actual task execution process of deploying to ensure effective monitoring and control of illegal activities
In, it uninterruptedly deploys to ensure effective monitoring and control of illegal activities the time by the way that the replacement realization of battery is longer.The addition of 4G wireless network can accomplish that front end is deployed to ensure effective monitoring and control of illegal activities equipment
With the remote split type work of front end receiver equipment.Equipment of deploying to ensure effective monitoring and control of illegal activities and alarm recipient may exit off space limitation completely,
Suitable place is deployed to ensure effective monitoring and control of illegal activities, and warning information reception is carried out in suitable place, to dispose in next step.
(3) system realizes intelligent task inspection, can be by getting the equipment just in working condition in real time from the background
The information such as electricity, occupation condition, device temperature.
(4) identification deploys to ensure effective monitoring and control of illegal activities headend equipment subsystem by the decentralization of cloud backstage carry out task, the association of personnel bottom library, and client only uses
Simple buying is single or multiple equipment, can easily realize that complete face is deployed to ensure effective monitoring and control of illegal activities system building.Cloud platform energy band is to eventually
The elasticity of client is held to expand, the seamless expansion from individual equipment to multiple equipment.
(5) for keep watch, hidden demand as spy out, can be realized unattended, hidden, overlength distance
The face of (100 meters) is deployed to ensure effective monitoring and control of illegal activities.
(6) device structure in this system is simple, and the fast assembly parts of system configuration can be easy to use to be mounted, is vehicle-mounted
And carry out the installation of distant place hidden.Accessory includes hoop bracket, tripod, vehicle-mounted sucker stand.
(7) transmission link of the storage of the data of headend equipment and backstage cloud platform and data all uses high reliability scheme
(DES) encrypted, it is ensured that the safety of sensitive data, image data be when public transfers on network by encryption, even if
By packet capturing, the schemes such as shunting get the data of transmission, also can not normally be browsed.
(8) operating mode free switching is explicitly deployed to ensure effective monitoring and control of illegal activities task when system has, and has been transferred when deploying to ensure effective monitoring and control of illegal activities personnel bottom library, can
To be set as deploy to ensure effective monitoring and control of illegal activities alerting operating mode；When not specific personnel targets, system can be set as candid photograph mode, will
Candid photograph preservation is carried out by all human face photos of camera, and can choose and transfer back to backstage.
Detailed description of the invention
Fig. 1 is that the present invention is based on the structural block diagrams of the mobile recognition of face Compare System of headend equipment.
Fig. 2 is the interface schematic diagram that rear end pipe pats station subsystem.
Fig. 3 is the interface schematic diagram that mobile terminal alerts subsystem.
Fig. 4 is the interface schematic diagram of front end Fast-Maintenance subsystem.
Fig. 5 is that the present invention is based on the workflow schematic diagrams of the mobile recognition of face Compare System of headend equipment.
Specific embodiment
The following further describes the present invention in detail with reference to the accompanying drawings and specific embodiments.
As shown in Figure 1, a kind of mobile recognition of face Compare System based on headend equipment of the present invention includes that multiple front ends are set
It is standby, headend equipment include: identification deploy to ensure effective monitoring and control of illegal activities headend equipment subsystem, rear end pipe pat station subsystem, mobile terminal alarm subsystem
With front end Fast-Maintenance subsystem, each subsystem is illustrated respectively below.
Identification is deployed to ensure effective monitoring and control of illegal activities headend equipment subsystem, the subsystem include Nvidia TX2 equipment, camera module, 3G/4G without
Route is by mould group, GPS mould group and power supply mould group.The multiple headend equipment passes through 3G/4G wireless routing mould group and cloud platform
It is wirelessly connected.As a kind of preferred embodiment of the invention, identification deploy to ensure effective monitoring and control of illegal activities also built-in one piece of headend equipment subsystem can not be more
The battery changed, at the same be equipped with 2 pieces can constantly charged renewal external battery.Therefore the present invention is not limited by actual environment, Neng Gou
It without cable, smoothly deploys to ensure effective monitoring and control of illegal activities under power free scene, additionally it is possible to uninterruptedly deploy to ensure effective monitoring and control of illegal activities by the way that the replacement realization of battery is longer
Time.
Identification deploys to ensure effective monitoring and control of illegal activities headend equipment subsystem for tracking to multiple faces in shooting video, and selects optimal
Then face screenshot is carried out feature extraction by face screenshot, carry out face alignment, and comparison result is dished out.
NVIDIA Jetson TX2 used in the present invention is a modularization AI supercomputer, using NVIDIA
PascalTMFramework.Its powerful, but low-profile, it is energy-efficient, be very suitable to robot, unmanned plane, intelligent camera and
The intelligence edge device such as portable Medical Devices.It support Jetson TX1 module institute it is functional, while can cast it is larger,
More complicated deep neural network.Using the equipment as the automatic core calculations unit, decoded for realizing all videos,
The institute that face calculates, result compares and pushes is functional.What camera module used was selected is have 30 Zoom Lens 200
10000 " CMOS ICR day and night type network high definition integrated machine core.
It includes user authentication login module, equipment maintenance and management module, customer care management that rear end pipe, which pats station subsystem,
Module, list database management module, task management module, historical information alarm inquiry module.The subsystem is for deploying to ensure effective monitoring and control of illegal activities to identification
Equipment in headend equipment subsystem is managed, the management in list library of deploying to ensure effective monitoring and control of illegal activities, the management of task and for the son under client
Account management.
Mobile terminal alarm subsystem includes user log-in block, the mould for showing device location of deploying to ensure effective monitoring and control of illegal activities on map
Block, alarm message reminding module and warning message details display module, the subsystem are used for the receiving of warning information and show
Show.
Front end Fast-Maintenance subsystem is used to that the relevant parameter on camera to be quickly arranged, including camera is certainly
Dynamic login module, camera optical zoom adjust the strong Xanthophyll cycle shape of switch module, camera of module, the wide dynamical state of camera
The switch module of the switch module of state, camera backlight compensation.
The present invention is based on the course of work of the mobile recognition of face Compare System of headend equipment is as shown in Figure 5:
The video of shooting is successively carried out by identification headend equipment subsystem of deploying to ensure effective monitoring and control of illegal activities: decoding video, face tracking and being grabbed
The operation of face, face alignment is taken, if in face ratio, comparison result being transmitted to rear end pipe and pats station subsystem and saves
For history alarm information.By rear end pipe pat station subsystem initiate task, to identification deploy to ensure effective monitoring and control of illegal activities headend equipment subsystem input appoint
Business information, mission bit stream include list library and alarm recipient.
The video ginseng for identifying camera module in headend equipment subsystem of deploying to ensure effective monitoring and control of illegal activities is adjusted by front end Fast-Maintenance subsystem
Number, such as distance, angle etc..
User alerts the user log-in block in subsystem by mobile terminal and logs in, and consults a map after login upper aobvious
Show the position for equipment of deploying to ensure effective monitoring and control of illegal activities, and warning message details display module real-time display warning message can be passed through.
The present invention is based on the device structure in the mobile recognition of face Compare System of headend equipment is simple, can be easy to use
The fast assembly parts of system configuration are mounted, vehicle-mounted and carry out the installation of distant place hidden, realize that fast face identification is deployed to ensure effective monitoring and control of illegal activities.This
Outside, this system is directly realized by Face datection, recognition of face and face characteristic by headend equipment and compares, and can obtain face rapidly
Recognition result, so as to obtain at the first time recognition of face as a result, without by the video image of shooting pass back backstage again into
Row video procession improves the speed of recognition of face, saves the time, not will receive the shadow of use environment power-off suspension
It rings, especially in the case where needing quick obtaining face recognition result, there is comparable advantage.
Claims (6)
1. a kind of mobile recognition of face Compare System based on headend equipment, it is characterised in that: described including multiple headend equipments
Headend equipment includes:
It identifies headend equipment subsystem of deploying to ensure effective monitoring and control of illegal activities, for tracking to multiple faces in video, and optimal face is selected to cut
Then face screenshot is carried out feature extraction by figure, feature and list library of deploying to ensure effective monitoring and control of illegal activities are carried out face alignment, and comparison result is passed through
Wireless network push；
Rear end pipe pats station subsystem, for being managed, deploying to ensure effective monitoring and control of illegal activities to all devices identified in headend equipment subsystem of deploying to ensure effective monitoring and control of illegal activities
The management in list library, the management of task and for the sub- account management under client；
Mobile terminal alerts subsystem, receiving and display for warning information；And
Front end Fast-Maintenance subsystem, for the relevant parameter on camera to be quickly arranged.
2. the mobile recognition of face Compare System based on headend equipment according to claim 1, it is characterised in that: the identification
Headend equipment subsystem of deploying to ensure effective monitoring and control of illegal activities include the TX2 equipment of Nvidia, camera module, 3G/4G wireless routing mould group, GPS mould group with
And power supply mould group；The multiple headend equipment is wirelessly connected by 3G/4G wireless routing mould group and cloud platform.
3. the mobile recognition of face Compare System based on headend equipment according to claim 2, it is characterised in that: the identification
The also built-in one piece of non-exchange battery of headend equipment subsystem of deploying to ensure effective monitoring and control of illegal activities, at the same be equipped with 2 pieces can continuous charged renewal external battery.
4. the mobile recognition of face Compare System based on headend equipment according to claim 1, it is characterised in that: the rear end
Managing platform subsystem includes user authentication login module, equipment maintenance and management module, customer care management module, list depositary management
Manage module, task management module, historical information alarm inquiry module.
5. the mobile recognition of face Compare System based on headend equipment according to claim 1, it is characterised in that: the movement
Terminal Alert subsystem includes user log-in block, for showing that the deploy to ensure effective monitoring and control of illegal activities module of device location, warning message mention on map
Show module and warning message details display module.
6. the mobile recognition of face Compare System based on headend equipment according to claim 1, it is characterised in that: the front end
Fast-Maintenance subsystem includes camera automated log on module, camera optical zoom adjustment module, the wide dynamical state of camera
Switch module, the switch module of the strong Xanthophyll cycle state of camera, camera backlight compensation switch module.
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| Application Number | Priority Date | Filing Date | Title |
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| CN201810816900.1A CN108985243A (en) | 2018-07-24 | 2018-07-24 | Mobile recognition of face Compare System based on headend equipment |
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| Application Number | Priority Date | Filing Date | Title |
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| CN201810816900.1A CN108985243A (en) | 2018-07-24 | 2018-07-24 | Mobile recognition of face Compare System based on headend equipment |
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Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110020613A (en) * | 2019-03-19 | 2019-07-16 | 江苏爱科赛尔云数据科技有限公司 | Front end face real-time detection method based on Jetson TX1 platform |
| CN110175542A (en) * | 2019-05-14 | 2019-08-27 | 王春雨 | A kind of interactive mode recognition of face mode |
| CN110706420A (en) * | 2019-08-28 | 2020-01-17 | 北京联合大学 | Intelligent express cabinet implementation method |
| CN111385530A (en) * | 2018-12-29 | 2020-07-07 | 杭州登虹科技有限公司 | Intelligent camera combined encryption method and system |
| CN112560660A (en) * | 2020-12-10 | 2021-03-26 | 杭州宇泛智能科技有限公司 | Face recognition system and preset method thereof |
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Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN111385530A (en) * | 2018-12-29 | 2020-07-07 | 杭州登虹科技有限公司 | Intelligent camera combined encryption method and system |
| CN111385530B (en) * | 2018-12-29 | 2022-02-18 | 杭州登虹科技有限公司 | Intelligent camera combined encryption method and system |
| CN110020613A (en) * | 2019-03-19 | 2019-07-16 | 江苏爱科赛尔云数据科技有限公司 | Front end face real-time detection method based on Jetson TX1 platform |
| CN110020613B (en) * | 2019-03-19 | 2022-12-06 | 广州爱科赛尔云数据科技有限公司 | Front-end face real-time detection method based on Jetson TX1 platform |
| CN110175542A (en) * | 2019-05-14 | 2019-08-27 | 王春雨 | A kind of interactive mode recognition of face mode |
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| CN112560660A (en) * | 2020-12-10 | 2021-03-26 | 杭州宇泛智能科技有限公司 | Face recognition system and preset method thereof |
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Application publication date: 20181211 |