CN108073577A - A kind of alarm method and system based on recognition of face - Google Patents
A kind of alarm method and system based on recognition of face Download PDFInfo
- Publication number
- CN108073577A CN108073577A CN201610976491.2A CN201610976491A CN108073577A CN 108073577 A CN108073577 A CN 108073577A CN 201610976491 A CN201610976491 A CN 201610976491A CN 108073577 A CN108073577 A CN 108073577A
- Authority
- CN
- China
- Prior art keywords
- face
- face picture
- identification
- successful match
- identify
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 238000000034 method Methods 0.000 title claims abstract description 30
- 230000001815 facial effect Effects 0.000 claims abstract description 50
- 238000012806 monitoring device Methods 0.000 claims abstract description 27
- 238000012545 processing Methods 0.000 claims abstract description 9
- 230000005540 biological transmission Effects 0.000 claims abstract description 7
- 238000012544 monitoring process Methods 0.000 claims description 16
- 230000002123 temporal effect Effects 0.000 claims description 12
- 238000000605 extraction Methods 0.000 claims description 4
- 239000000284 extract Substances 0.000 claims description 3
- 238000005516 engineering process Methods 0.000 description 6
- 238000010586 diagram Methods 0.000 description 4
- 238000001514 detection method Methods 0.000 description 2
- 238000007689 inspection Methods 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 238000013461 design Methods 0.000 description 1
- 235000013399 edible fruits Nutrition 0.000 description 1
- 238000005070 sampling Methods 0.000 description 1
Classifications
-
- 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
- G06F16/5866—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using information manually generated, e.g. tags, keywords, comments, manually generated location and time information
-
- 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
-
- 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—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/10—Services
- G06Q50/26—Government or public services
- G06Q50/265—Personal security, identity or safety
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Business, Economics & Management (AREA)
- Library & Information Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Data Mining & Analysis (AREA)
- Databases & Information Systems (AREA)
- General Engineering & Computer Science (AREA)
- Tourism & Hospitality (AREA)
- Development Economics (AREA)
- Educational Administration (AREA)
- Computer Security & Cryptography (AREA)
- Health & Medical Sciences (AREA)
- Economics (AREA)
- General Health & Medical Sciences (AREA)
- Human Resources & Organizations (AREA)
- Marketing (AREA)
- Primary Health Care (AREA)
- Strategic Management (AREA)
- General Business, Economics & Management (AREA)
- Alarm Systems (AREA)
Abstract
The invention discloses a kind of alarm methods and system based on recognition of face, are related to public technical field of security and protection, and method therein includes：Receive the identification request of terminal transmission, it would be desirable to which the face picture of identification is added in recognition of face storehouse, and determines identification geographic coverage based on geographical location information；The monitor video of the monitoring device acquisition in identification geographic coverage is obtained, processing is compared in the face picture identified with the needs in recognition of face storehouse；If facial video image and the face picture successful match for needing to identify, send warning message.The alarm method and system of the present invention, establish active trigger-type alarming method, it is determined by active upload face picture and location information and compares picture and identification geographic coverage, the monitor video for obtaining the monitoring device acquisition in the identification geographic coverage specified carries out recognition of face analysis, it is fast to compare speed, system resource has been saved, police strength can be reduced has paid and improves and seek human efficiency and success rate.
Description
Technical field
The present invention relates to public technical field of security and protection more particularly to a kind of alarm methods and system based on recognition of face.
Background technology
Recognition of face is a kind of biological identification technology that the facial feature information based on people carries out identification.With camera shooting
Machine or camera acquisition image or video flowing containing face, and automatic detect and track face in the picture, and then to detection
The face that arrives carries out a series of correlation techniques of face, usually also referred to as Identification of Images, face recognition.The video prison of security protection industry
Control system is commercial system on a large scale, and at present, the structure of video monitoring recognition of face intelligent use is independent system,
Its use principle is to build independent video monitoring recognition of face software and hardware system, gathers and establish extensive face database,
Then face information is gathered in real time by the camera in video monitoring face identification system to compare with backstage face database,
Finally provide comparison result.
But establish extensive face database needs and take a substantial amount of time and resource, and it is related to privacy of user problem, because
This is only applicable to a small amount of special industry user such as public security, frontier inspection and uses.The scale of face database is huger, and the speed compared in real time is got over
Slowly, while all video cameras all uninterrupted sampling faces are compared, and computing resource consumption is larger, and practical application scene is fewer,
Also, only public security, the face information of camera acquisition in frontier inspection system can just be compared, existing quantity Pang in society
Big front end camera is all consequently not used for face identification system.At present, abducted for children, children are missing, dysnoesia is old
Year people wanders away, in view of police strength resource is limited, the missing 24 little Shi Hou police could formally put on record, and it is missing after horse
Upper searching, success rate can increase many.Therefore, it is necessary to the front end cameras using the upper existing substantial amounts of society, improve
Similar wander away occurs, the success rate of missing is carried out when events.
The content of the invention
In view of this, the invention solves a technical problem be to provide a kind of alarm method based on recognition of face and
System.
According to an aspect of the present invention, a kind of alarm method based on recognition of face is provided, including：Receive terminal hair
The identification request sent, wherein, identification request carries the face picture and geographical location information of identification in need；By institute
Stating needs the face picture that identifies to be added in recognition of face storehouse, and determines based on the geographical location information to identify regional model
It encloses；The monitor video of the monitoring device acquisition in the identification geographic coverage is obtained, the monitor video and the face are known
Processing is compared in the face picture that needs in other storehouse identify；If facial video image in the monitor video with it is described
The face picture successful match identified is needed, then sends warning message.
Optionally, the face picture that the monitor video is identified with the needs in the recognition of face storehouse compares
Processing is included：It is positioned from the monitor video and extracts the facial video image；It is obtained from the recognition of face storehouse
The face picture for needing to identify；The facial video image and the face picture for needing to identify are compared；Such as
The similarity degree of facial video image described in fruit and the face picture for needing to identify has reached default similarity degree threshold value,
Then determine the facial video image and the face picture successful match for needing to identify.
Optionally, the transmission warning message includes：Determine the video frame where the facial video image of successful match；It obtains
The temporal information and monitoring device for making the video frame are enrolled, and determines the monitoring location information corresponding to the monitoring device；
Generation warning message is simultaneously sent to terminal, wherein, the warning message includes：The temporal information, it is described monitoring location information,
The facial video image of successful match, the face picture of successful match.
Optionally, the identification request also carries the reception regional information for receiving warning message and/or receives eventually
Client information；It determines the corresponding reception regional information of face picture with successful match, is determined to thus reception regional information
Whole terminals in territorial scope send the warning message；And/or the definite corresponding institute of face picture with successful match
Reception end message is stated, the warning message is sent to the whole terminals determined by the reception end message；And/or to police
Square alarm system sends the warning message.
Optionally, it is described to determine that identification geographic coverage includes based on the geographical location information：Obtain it is default identification away from
From, by centered on the position that the geographical location information determines, using the identification distance be the region of radius as the knowledge
Other geographic coverage.
Optionally, if the facial video image in the monitor video is matched into the face picture for needing to identify
Work(then deletes the face picture of successful match from the recognition of face storehouse, and to the face figure for uploading the successful match
The terminal of piece sends a notification message；Wherein, sending the identification by the monitor client being mounted in the terminal please
It asks, the terminal includes：Mobile phone, tablet computer and PC.
According to another aspect of the present invention, a kind of alarm system based on recognition of face is provided, including：Request receives mould
Block, for receiving the identification request of terminal transmission, wherein, the identification request carries the face figure of identification in need
The face picture for needing to identify is added in recognition of face storehouse by piece and geographical location information；Discriminance analysis module, is used for
Identification geographic coverage is determined based on the geographical location information, obtains the prison of the monitoring device acquisition in the identification geographic coverage
Video is controlled, processing is compared with the face picture that the needs in the recognition of face storehouse identify in the monitor video；Alarm
Sending module, if matched into for the facial video image in the monitor video with the face picture for needing to identify
Work(then sends warning message.
Optionally, the discriminance analysis module, including：Image extraction unit, for being positioned simultaneously from the monitor video
The facial video image is extracted, the face picture for needing to identify is obtained from the recognition of face storehouse；Image compares single
Member, for the facial video image and the face picture for needing to identify to be compared, if the face video figure
Picture and the similarity degree of the face picture for needing to identify have reached default similarity degree threshold value, it is determined that the face regards
Frequency image and the face picture successful match for needing to identify.
Optionally, the alarm sending module is additionally operable to determine the video frame where the facial video image of successful match,
The temporal information and monitoring device for recording the video frame are obtained, and determines the monitoring place letter corresponding to the monitoring device
Breath generates warning message and is sent to terminal, wherein, the warning message includes：The temporal information, monitoring place letter
Breath, the facial video image of successful match, the face picture of successful match.
Optionally, the identification request also carries the reception regional information for receiving warning message and/or receives eventually
Client information；The alarm sending module is additionally operable to determine and the corresponding reception region letter of the face picture of successful match
Breath, whole terminals into the territorial scope determined by the reception regional information send the warning message；And/or it determines
It is all whole to being determined by the reception end message with the corresponding reception end message of the face picture of successful match
End sends the warning message；And/or send the warning message to police's alarm system.
Optionally, the discriminance analysis module, including：Area determination unit, will be with for obtaining default identification distance
Region centered on the position that the geographical location information determines, using the identification distance as radius identifies regional model as described
It encloses.
Optionally, the discriminance analysis module, including：Image clean-up unit, if for the people in the monitor video
Face video image and the face picture successful match for needing to identify, then know the face picture of successful match from the face
It deletes in other storehouse, and sends a notification message to the terminal for the face picture for uploading the successful match；Wherein, by being mounted on
It states the monitor client in terminal and sends the identification request, the terminal includes：Mobile phone, tablet computer and PC.
The alarm method and system based on recognition of face of the present invention, it is true by active upload face picture and location information
Determine comparison picture and identification geographic coverage, obtain the monitor video of the monitoring device acquisition in the identification geographic coverage specified
Carry out recognition of face analysis, it is with strong points, to compare speed fast, it police strength can be reduced pays and improves and seek human efficiency and successfully
Rate.
Description of the drawings
It in order to illustrate more clearly about the embodiment of the present invention or technical scheme of the prior art, below will be to embodiment or existing
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
Some embodiments of the present invention, for those of ordinary skill in the art, without having to pay creative labor, also
Other attached drawings can be obtained according to these attached drawings.
Fig. 1 is the flow diagram according to one embodiment of the alarm method based on recognition of face of the present invention；
Fig. 2 is the module diagram according to one embodiment of the alarm system based on recognition of face of the present invention；
Fig. 3 is the discriminance analysis module in one embodiment according to the alarm system based on recognition of face of the present invention
Module diagram.
Specific embodiment
The present invention is described more fully with reference to the accompanying drawings, wherein illustrating exemplary embodiment of the present invention.Under
The attached drawing that face will be combined in the embodiment of the present invention, is clearly and completely described the technical solution in the embodiment of the present invention, shows
So, described embodiment is only part of the embodiment of the present invention, instead of all the embodiments.Based on the reality in the present invention
Apply example, those of ordinary skill in the art's all other embodiments obtained without making creative work all belong to
In the scope of protection of the invention.Many descriptions are carried out to technical scheme with reference to each figure and embodiment.
Fig. 1 is according to the flow diagram of one embodiment of the alarm method based on recognition of face of the present invention, such as Fig. 1
It is shown：
Step 101, the identification request of terminal transmission is received, identification request carries the face of identification in need
The information such as picture, geographical location information.Terminal includes mobile phone, tablet computer and PC etc., can be by the prison that is mounted in terminal
It controls client and sends identification request.
For example, after finding that personnel are missing, open a terminal at once on monitor client, editor missing crew is clearly just
Face photo and it is missing when geographical location information, and generate identification request, will carry clear full face and it is missing when
Geographical location information identification request upload.
Step 102, it would be desirable to which the face picture of identification is added in recognition of face storehouse, which is set to one
A independent sub- face database.Identification geographic coverage is determined based on geographical location information.
Identification geographic coverage can be determined in several ways.For example, default identification distance (as being 5 kilometers), it will be with
Centered on the position that geographical location information determines, to identify (5 kilometers) regions for radius of distance as identification geographic coverage.Know
Other distance can be configured according to specific demand, change.
Step 103, the monitor video of the monitoring device acquisition in identification geographic coverage is obtained, monitor video and face are known
Processing is compared in the face picture that needs in other storehouse identify.
The video of all monitoring devices shooting in identification geographic coverage is obtained, monitoring device can be camera etc..The
The video once obtained can be receive identification request before 2 it is small when, until monitoring device in present system time
The video of recording if not comparing success, continuously obtains the video newly shot from monitoring device.It is positioned from monitor video
And facial video image is extracted, the face picture for needing to identify is obtained from recognition of face storehouse, by facial video image and needs
The face picture of identification is compared.
It is stored in that in recognition of face storehouse, to need the face picture that identifies that can have multiple, determines respectively for multiple need
The identification geographic coverage for the face picture to be identified can sequentially or simultaneously obtain whole monitoring in multiple identification geographic coverages
The monitor video of equipment acquisition is respectively compared multiple face pictures for needing to identify respectively.For example, it may be employed multi-thread
Journey technology obtains the monitor video of whole monitoring devices acquisition in multiple identification geographic coverages respectively, and respectively to multiple needs
The face picture of identification is compared respectively.
If the similarity degree for the face picture that facial video image and needs identify has reached default similarity degree threshold
Value, it is determined that facial video image and the face picture successful match for needing to identify.For example, the entire scene graph every frame video
As being encoded and extracting the human face region in video image, facial video image is generated, facial video image and face are known
In other storehouse the face picture identified is needed to be compared, if it is determined that facial video image is similar with the face picture for needing to identify
Degree is more than prespecified numerical value, then successful match.
Step 104, if the face picture successful match that the facial video image in monitor video is identified with needs, sends out
Send warning message.
After successful match, the video frame where the facial video image of successful match is determined, obtain recorded video frame
Temporal information and monitoring device, and determine the monitoring location information corresponding to monitoring device, generate warning message and be sent to end
End, warning message include：Temporal information, monitoring location information, the facial video image of successful match, the face figure of successful match
Piece etc..
Identification request, which can also carry, to be received the reception regional information of warning message, receives end message etc..Pass through
The corresponding reception regional information of face picture with successful match is determined, to the territorial scope that thus reception regional information determines
Interior whole terminals send warning message.Alternatively, determine the corresponding reception end message of face picture with successful match, to
The whole terminals determined by reception end message send warning message.Can also be sent to the police alarm systems warning message or
The people that person receives warning message can dial 110 etc..
Abducted for children, children are missing, dysnoesia the elderly wanders away, terminal uploads face picture
And geographical location information, face picture is pushed in recognition of face storehouse, an effective blacklist is generated, according to geographical location
Information determines the camera list in specified range, and the video of video camera recording is obtained just for the video camera in list, carries out
Recognition of face intellectual analysis compares the face picture that picture is only limitted in recognition of face storehouse.If compared successfully, will compare into
The face picture and alarm information pushing of work(are to the terminal in specified range.If facial video image in monitor video with
The face picture successful match identified is needed, then is deleted the face picture of successful match from recognition of face storehouse, and to upload
The terminal of the face picture of successful match sends a notification message.
The alarm method based on recognition of face in above-described embodiment establishes active trigger-type report based on face recognition technology
Alarm method determines to compare picture and identifies geographic coverage, obtains identification ground by active upload face picture and location information
The monitor video of monitoring device acquisition in the range of area carries out recognition of face analysis, and specific aim is very strong, it is fast to compare speed, saves significantly
About system resource, comparison result can be pushed to all terminals in specified range, can be improved by the help of a large number of users
Human efficiency and success rate are sought, police strength can be greatly reduced and pay and improve missing, grab and efficiency and the specific aim such as escape.
In one embodiment, as shown in Fig. 2, the present invention provides a kind of alarm system 20 based on recognition of face, including：
Request receiving module 21, discriminance analysis module 22 and alarm sending module 23.Request receiving module 21 receives the body that terminal is sent
Part identification request, identification request carry the face picture and geographical location information of identification in need, request receiving module 21
The face picture for needing to identify is added in recognition of face storehouse 24.
Discriminance analysis module 22 determines identification geographic coverage based on geographical location information, obtains the prison in identification geographic coverage
The monitor video that equipment 25,26 gathers is controlled, the face picture that monitor video is identified with the needs in recognition of face storehouse is compared
To processing.If the face picture successful match that the facial video image in monitor video is identified with needs, alarm send mould
Block 23 sends warning message.Identification is sent by the monitor client being mounted in terminal 27,28 to ask, terminal includes：
Mobile phone, tablet computer and PC etc..
Alarm sending module 23 determines the video frame where the facial video image of successful match, obtains recorded video frame
Temporal information and monitoring device 25, and determine the monitoring location information corresponding to monitoring device 25, generate warning message and send
To terminal 27,28, warning message includes：Temporal information, monitoring location information, successful match facial video image, matching into
Face picture of work(etc..
Identification request, which also carries, to be received the reception regional information of warning message, receives end message.Alarm is sent
Module 23 determines the corresponding reception regional information of face picture with successful match, to the region determined by reception regional information
In the range of whole terminals send warning message, alternatively, alarm sending module 23 determine it is opposite with the face picture of successful match
The reception end message answered sends warning message to the whole terminals determined by reception end message.Alarm sending module 23
Warning message can be sent to police's alarm system.
As shown in figure 3, discriminance analysis module 22 includes：Image extraction unit 221, image comparing unit 222, region determine
Unit 223 and image clean-up unit 224.Image extraction unit 221 positions from monitor video and extracts facial video image, from
The face picture for needing to identify is obtained in recognition of face storehouse 24.Image comparing unit 222 is by facial video image and needs to identify
Face picture be compared, if facial video image and the similarity degree of face picture identified is needed to reach default
Similarity degree threshold value, it is determined that facial video image and the face picture successful match for needing to identify.
Area determination unit 223 obtains default identification distance, by centered on the position that geographical location information determines, with
Identification distance is used as identification geographic coverage for the region of radius.What if the facial video image in monitor video was identified with needs
Face picture successful match, then image clean-up unit 224 face picture of successful match is deleted from recognition of face storehouse, and to
The terminal for uploading the face picture of successful match sends a notification message.
The alarm method and system based on recognition of face in above-described embodiment is established based on face recognition technology and actively touched
Hairdo alarm method is determined by active upload face picture and location information and compares picture and identification geographic coverage, obtained
The monitor video of monitoring device acquisition in the fixed identification geographic coverage of fetching carries out recognition of face analysis, and specific aim is very strong, ratio
It is fast to speed, system resource is greatly saved, comparison result can be pushed to all terminals in specified range, can be by a large amount of
The help of user, so as to improve missing, grab and escape, search the efficiency and specific aim of vehicle, the police criminal detections case such as similar burglary
Suspect's tracking of part also can greatly reduce police strength expenditure by the alarm method and system based on recognition of face of the present invention
And it improves and seeks human efficiency and success rate.
The method and system of the present invention may be achieved in many ways.For example, can by software, hardware, firmware or
Software, hardware, firmware any combinations come realize the present invention method and system.The said sequence of the step of for method is only
In order to illustrate, the step of method of the invention, is not limited to order described in detail above, especially says unless otherwise
It is bright.In addition, in some embodiments, the present invention can be also embodied as recording program in the recording medium, these programs include
It is used to implement the machine readable instructions of the method according to the invention.Thus, the present invention also covering storage is for execution according to this hair
The recording medium of the program of bright method.
Description of the invention provides for the sake of example and description, and is not exhaustively or by the present invention
It is limited to disclosed form.Many modifications and variations are obvious for the ordinary skill in the art.It selects and retouches
It states embodiment and is to more preferably illustrate the principle of the present invention and practical application, and those of ordinary skill in the art is enable to manage
The present invention is solved so as to design the various embodiments with various modifications suitable for special-purpose.
Claims (12)
1. a kind of alarm method based on recognition of face, which is characterized in that including：
The identification request of terminal transmission is received, wherein, the identification request carries the face figure of identification in need
Piece and geographical location information；
The face picture for needing to identify is added in recognition of face storehouse, and determines to identify based on the geographical location information
Geographic coverage；
The monitor video of the monitoring device acquisition in the identification geographic coverage is obtained, the monitor video and the face are known
Processing is compared in the face picture that needs in other storehouse identify；
If facial video image and the face picture successful match for needing to identify in the monitor video, send report
Alert information.
2. the method as described in claim 1, which is characterized in that it is described will be in the monitor video and the recognition of face storehouse
Needing the face picture identified that processing is compared includes：
It is positioned from the monitor video and extracts the facial video image；
The face picture for needing to identify is obtained from the recognition of face storehouse；
The facial video image and the face picture for needing to identify are compared；
If the similarity degree of the facial video image and the face picture for needing to identify has reached default similar journey
Spend threshold value, it is determined that the facial video image and the face picture successful match for needing to identify.
3. method as claimed in claim 2, which is characterized in that the transmission warning message includes：
Determine the video frame where the facial video image of successful match；
The temporal information and monitoring device for recording the video frame are obtained, and determines the monitoring place corresponding to the monitoring device
Information；
Generation warning message is simultaneously sent to terminal, wherein, the warning message includes：The temporal information, the monitoring place
Information, the facial video image of successful match, the face picture of successful match.
4. method as claimed in claim 3, which is characterized in that the identification request, which also carries, receives warning message
It receives regional information and/or receives end message；
The corresponding reception regional information of face picture with successful match is determined, to the region that thus reception regional information determines
In the range of whole terminals send the warning message；And/or
It determines the corresponding reception end message of face picture with successful match, is determined to by the reception end message
Whole terminals send the warning message；And/or
The warning message is sent to police's alarm system.
5. such as Claims 1-4 any one of them method, which is characterized in that described to be determined based on the geographical location information
Identification geographic coverage includes：
Obtain default identification distance, by centered on the position that the geographical location information determines, using it is described identification distance as
The region of radius is as the identification geographic coverage.
6. such as Claims 1-4 any one of them method, which is characterized in that further include：
If facial video image and the face picture successful match for needing to identify in the monitor video, will matching
Successful face picture is deleted from the recognition of face storehouse, and is sent to the terminal for the face picture for uploading the successful match
Notification message；
Wherein, send the identification by the monitor client being mounted in the terminal to ask, the terminal includes：Hand
Machine, tablet computer and PC.
7. a kind of alarm system based on recognition of face, which is characterized in that including：
Request receiving module, for receiving the identification request of terminal transmission, wherein, the identification request is carried and needed
The face picture for needing to identify is added in recognition of face storehouse by the face picture and geographical location information to be identified；
Discriminance analysis module for determining identification geographic coverage based on the geographical location information, obtains the regional model of the identification
The monitor video of monitoring device acquisition in enclosing, the face that the needs in the monitor video and the recognition of face storehouse are identified
Processing is compared in picture；
Alarm sending module, if for the facial video image in the monitor video and the face picture for needing to identify
Successful match then sends warning message.
8. system as claimed in claim 7, which is characterized in that
The discriminance analysis module, including：
Image extraction unit for the facial video image to be positioned and extracted from the monitor video, is known from the face
The face picture for needing to identify is obtained in other storehouse；
Image comparing unit, for the facial video image and the face picture for needing to identify to be compared, if
The similarity degree of the facial video image and the face picture for needing to identify has reached default similarity degree threshold value, then
Determine the facial video image and the face picture successful match for needing to identify.
9. system as claimed in claim 8, which is characterized in that
The alarm sending module is additionally operable to determine the video frame where the facial video image of successful match, obtains and record institute
The temporal information and monitoring device of video frame are stated, and determines the monitoring location information corresponding to the monitoring device, generation alarm
Information is simultaneously sent to terminal, wherein, the warning message includes：The temporal information, the monitoring location information, successful match
Facial video image, the face picture of successful match.
10. system as claimed in claim 9, which is characterized in that the identification request also carries reception warning message
Reception regional information and/or receive end message；
The alarm sending module is additionally operable to determine the corresponding reception regional information of face picture with successful match,
Whole terminals into the territorial scope determined by the reception regional information send the warning message；And/or determine with
With the corresponding reception end message of successful face picture, sent out to the whole terminals determined by the reception end message
Send the warning message；And/or send the warning message to police's alarm system.
11. such as claim 7 to 10 any one of them system, which is characterized in that
The discriminance analysis module, including：
Area determination unit, for obtaining default identification distance, by centered on the position that the geographical location information determines,
It is the region of radius as the identification geographic coverage using the identification distance.
12. such as claim 7 to 10 any one of them system, which is characterized in that
The discriminance analysis module, including：
Image clean-up unit, if for the facial video image in the monitor video and the face picture for needing to identify
Successful match then deletes the face picture of successful match from the recognition of face storehouse, and to uploading the successful match
The terminal of face picture sends a notification message；
Wherein, send the identification by the monitor client being mounted in the terminal to ask, the terminal includes：Hand
Machine, tablet computer and PC.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610976491.2A CN108073577A (en) | 2016-11-08 | 2016-11-08 | A kind of alarm method and system based on recognition of face |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610976491.2A CN108073577A (en) | 2016-11-08 | 2016-11-08 | A kind of alarm method and system based on recognition of face |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN108073577A true CN108073577A (en) | 2018-05-25 |
Family
ID=62153218
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201610976491.2A Pending CN108073577A (en) | 2016-11-08 | 2016-11-08 | A kind of alarm method and system based on recognition of face |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN108073577A (en) |
Cited By (30)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108345861A (en) * | 2018-06-01 | 2018-07-31 | 北京晨赢科技有限公司 | A kind of identification equipment and its system based on face recognition algorithms comparison data |
| CN108960205A (en) * | 2018-08-06 | 2018-12-07 | 广州开瑞信息科技有限公司 | A kind of Intelligent human-face recognition methods and system |
| CN109389793A (en) * | 2018-10-16 | 2019-02-26 | 深圳众宝城贸易有限公司 | A kind of super anti-theft monitoring system of quotient |
| CN109583426A (en) * | 2018-12-23 | 2019-04-05 | 广东腾晟信息科技有限公司 | A method of according to image identification face |
| CN109637079A (en) * | 2018-12-03 | 2019-04-16 | 郑州云海信息技术有限公司 | A kind of child custody method and system based on cloud computing |
| CN109784177A (en) * | 2018-12-14 | 2019-05-21 | 深圳壹账通智能科技有限公司 | Missing crew's method for rapidly positioning, device and medium based on images match |
| CN109800638A (en) * | 2018-12-14 | 2019-05-24 | 四川远鉴科技有限公司 | A kind of emphasis people's monitoring method based on face recognition technology |
| CN109800329A (en) * | 2018-12-28 | 2019-05-24 | 上海依图网络科技有限公司 | A kind of monitoring method and device |
| CN110232799A (en) * | 2019-06-24 | 2019-09-13 | 秒针信息技术有限公司 | The method and device of pursuing missing object |
| CN110245568A (en) * | 2019-05-15 | 2019-09-17 | 特斯联（北京）科技有限公司 | A kind of region safety protection method and system based on recognition of face |
| CN110490037A (en) * | 2019-05-30 | 2019-11-22 | 福建知鱼科技有限公司 | A kind of face recognition system |
| CN110519556A (en) * | 2019-07-09 | 2019-11-29 | 杭州亿圣信息技术有限公司 | A kind of method that electricity encloses base station Yu video detection target association |
| CN110598602A (en) * | 2019-08-29 | 2019-12-20 | 恒大智慧科技有限公司 | Scenic spot person searching management method and system and storage medium |
| CN110852197A (en) * | 2019-10-27 | 2020-02-28 | 恒大智慧科技有限公司 | Community-based anti-lost method and system and computer-readable storage medium |
| CN111079512A (en) * | 2019-10-27 | 2020-04-28 | 恒大智慧科技有限公司 | Community-based anti-lost method, community server and storage medium |
| CN111144183A (en) * | 2018-11-06 | 2020-05-12 | 天地融科技股份有限公司 | Risk detection method, device and system based on face concavity and convexity |
| CN111260869A (en) * | 2020-01-19 | 2020-06-09 | 世纪龙信息网络有限责任公司 | Method and device for extracting video frames in monitoring video and computer equipment |
| CN111353438A (en) * | 2020-03-02 | 2020-06-30 | 成都三零凯天通信实业有限公司 | AI-based public place emergency medical person searching method |
| CN111400520A (en) * | 2020-02-26 | 2020-07-10 | 北京沃东天骏信息技术有限公司 | Construction method of face recognition library, face payment method, device and system |
| CN111429709A (en) * | 2020-04-29 | 2020-07-17 | 广东佳视通高新科技有限公司 | Face recognition key personnel information screening system |
| CN111770310A (en) * | 2020-07-02 | 2020-10-13 | 广州博冠智能科技有限公司 | Lost child identification and positioning method and device |
| CN112070011A (en) * | 2020-09-08 | 2020-12-11 | 安徽兰臣信息科技有限公司 | Noninductive face recognition camera shooting snapshot machine for finding lost children |
| CN112418063A (en) * | 2020-11-19 | 2021-02-26 | 北京软通智慧城市科技有限公司 | Face recognition method and device, electronic equipment and storage medium |
| WO2021102760A1 (en) * | 2019-11-27 | 2021-06-03 | 深圳云天励飞技术有限公司 | Method and apparatus for analyzing behavior of person, and electronic device |
| CN112966634A (en) * | 2021-03-19 | 2021-06-15 | 佳都新太科技股份有限公司 | Data sharing control system, identification method and device |
| CN113128437A (en) * | 2021-04-27 | 2021-07-16 | 北京市商汤科技开发有限公司 | Identity recognition method and device, electronic equipment and storage medium |
| CN113487849A (en) * | 2021-07-02 | 2021-10-08 | 北京睿芯高通量科技有限公司 | Novel intelligent security system and target person early warning method thereof |
| CN114160447A (en) * | 2021-11-20 | 2022-03-11 | 中云智慧（北京）科技有限公司 | Advanced machine inspection system and method |
| CN114332768A (en) * | 2021-12-30 | 2022-04-12 | 江苏国盈信息科技有限公司 | Intelligent community security management method and system |
| CN115546830A (en) * | 2022-09-30 | 2022-12-30 | 星宠王国(北京)科技有限公司 | Missing dog searching method, device and equipment |
Citations (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20070285260A1 (en) * | 2006-06-12 | 2007-12-13 | Fujitsu Limited | Method, device, and computer product for detecting emergency |
| CN101404094A (en) * | 2008-11-28 | 2009-04-08 | 中国电信股份有限公司 | Video monitoring and warning method and system |
| CN102289468A (en) * | 2011-07-22 | 2011-12-21 | 北京航空航天大学 | Method for acquiring and recording photo information in camera |
| CN102510478A (en) * | 2011-10-28 | 2012-06-20 | 唐玉勇 | Intelligent distribution control system and method used for 'Safe City' project |
| CN103246869A (en) * | 2013-04-19 | 2013-08-14 | 福建亿榕信息技术有限公司 | Crime monitoring method based on face recognition technology and behavior and sound recognition |
| CN203909305U (en) * | 2013-12-31 | 2014-10-29 | 杨嵩岩 | Energy-saving positioning monitoring device with function of face recognition |
| CN104318217A (en) * | 2014-10-28 | 2015-01-28 | 吴建忠 | Face recognition information analysis method and system based on distributed cloud computing |
| CN104809849A (en) * | 2014-01-25 | 2015-07-29 | 深圳富泰宏精密工业有限公司 | Device, method and system for automatic masher detecting and help seeking |
-
2016
- 2016-11-08 CN CN201610976491.2A patent/CN108073577A/en active Pending
Patent Citations (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20070285260A1 (en) * | 2006-06-12 | 2007-12-13 | Fujitsu Limited | Method, device, and computer product for detecting emergency |
| CN101404094A (en) * | 2008-11-28 | 2009-04-08 | 中国电信股份有限公司 | Video monitoring and warning method and system |
| CN102289468A (en) * | 2011-07-22 | 2011-12-21 | 北京航空航天大学 | Method for acquiring and recording photo information in camera |
| CN102510478A (en) * | 2011-10-28 | 2012-06-20 | 唐玉勇 | Intelligent distribution control system and method used for 'Safe City' project |
| CN103246869A (en) * | 2013-04-19 | 2013-08-14 | 福建亿榕信息技术有限公司 | Crime monitoring method based on face recognition technology and behavior and sound recognition |
| CN203909305U (en) * | 2013-12-31 | 2014-10-29 | 杨嵩岩 | Energy-saving positioning monitoring device with function of face recognition |
| CN104809849A (en) * | 2014-01-25 | 2015-07-29 | 深圳富泰宏精密工业有限公司 | Device, method and system for automatic masher detecting and help seeking |
| CN104318217A (en) * | 2014-10-28 | 2015-01-28 | 吴建忠 | Face recognition information analysis method and system based on distributed cloud computing |
Cited By (36)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108345861A (en) * | 2018-06-01 | 2018-07-31 | 北京晨赢科技有限公司 | A kind of identification equipment and its system based on face recognition algorithms comparison data |
| CN108960205A (en) * | 2018-08-06 | 2018-12-07 | 广州开瑞信息科技有限公司 | A kind of Intelligent human-face recognition methods and system |
| CN109389793A (en) * | 2018-10-16 | 2019-02-26 | 深圳众宝城贸易有限公司 | A kind of super anti-theft monitoring system of quotient |
| CN109389793B (en) * | 2018-10-16 | 2021-05-28 | 南京溧水高新产业股权投资有限公司 | Superbusiness anti-theft monitoring system |
| CN111144183A (en) * | 2018-11-06 | 2020-05-12 | 天地融科技股份有限公司 | Risk detection method, device and system based on face concavity and convexity |
| CN111144183B (en) * | 2018-11-06 | 2024-05-28 | 天地融科技股份有限公司 | Risk detection method, device and system based on face concave-convex degree |
| CN109637079A (en) * | 2018-12-03 | 2019-04-16 | 郑州云海信息技术有限公司 | A kind of child custody method and system based on cloud computing |
| CN109800638A (en) * | 2018-12-14 | 2019-05-24 | 四川远鉴科技有限公司 | A kind of emphasis people's monitoring method based on face recognition technology |
| CN109784177A (en) * | 2018-12-14 | 2019-05-21 | 深圳壹账通智能科技有限公司 | Missing crew's method for rapidly positioning, device and medium based on images match |
| CN109583426A (en) * | 2018-12-23 | 2019-04-05 | 广东腾晟信息科技有限公司 | A method of according to image identification face |
| CN109800329A (en) * | 2018-12-28 | 2019-05-24 | 上海依图网络科技有限公司 | A kind of monitoring method and device |
| CN110245568B (en) * | 2019-05-15 | 2020-01-31 | 特斯联（北京）科技有限公司 | area security method and system based on face recognition |
| CN110245568A (en) * | 2019-05-15 | 2019-09-17 | 特斯联（北京）科技有限公司 | A kind of region safety protection method and system based on recognition of face |
| CN110490037A (en) * | 2019-05-30 | 2019-11-22 | 福建知鱼科技有限公司 | A kind of face recognition system |
| CN110232799A (en) * | 2019-06-24 | 2019-09-13 | 秒针信息技术有限公司 | The method and device of pursuing missing object |
| CN110519556A (en) * | 2019-07-09 | 2019-11-29 | 杭州亿圣信息技术有限公司 | A kind of method that electricity encloses base station Yu video detection target association |
| CN110598602A (en) * | 2019-08-29 | 2019-12-20 | 恒大智慧科技有限公司 | Scenic spot person searching management method and system and storage medium |
| CN110852197A (en) * | 2019-10-27 | 2020-02-28 | 恒大智慧科技有限公司 | Community-based anti-lost method and system and computer-readable storage medium |
| CN111079512A (en) * | 2019-10-27 | 2020-04-28 | 恒大智慧科技有限公司 | Community-based anti-lost method, community server and storage medium |
| WO2021102760A1 (en) * | 2019-11-27 | 2021-06-03 | 深圳云天励飞技术有限公司 | Method and apparatus for analyzing behavior of person, and electronic device |
| CN111260869A (en) * | 2020-01-19 | 2020-06-09 | 世纪龙信息网络有限责任公司 | Method and device for extracting video frames in monitoring video and computer equipment |
| CN111260869B (en) * | 2020-01-19 | 2022-06-10 | 天翼数字生活科技有限公司 | Method and device for extracting video frames in monitoring video and computer equipment |
| CN111400520A (en) * | 2020-02-26 | 2020-07-10 | 北京沃东天骏信息技术有限公司 | Construction method of face recognition library, face payment method, device and system |
| CN111400520B (en) * | 2020-02-26 | 2023-08-04 | 北京沃东天骏信息技术有限公司 | Face recognition library construction method, face payment method, device and system |
| CN111353438A (en) * | 2020-03-02 | 2020-06-30 | 成都三零凯天通信实业有限公司 | AI-based public place emergency medical person searching method |
| CN111429709A (en) * | 2020-04-29 | 2020-07-17 | 广东佳视通高新科技有限公司 | Face recognition key personnel information screening system |
| CN111770310A (en) * | 2020-07-02 | 2020-10-13 | 广州博冠智能科技有限公司 | Lost child identification and positioning method and device |
| CN112070011A (en) * | 2020-09-08 | 2020-12-11 | 安徽兰臣信息科技有限公司 | Noninductive face recognition camera shooting snapshot machine for finding lost children |
| CN112418063A (en) * | 2020-11-19 | 2021-02-26 | 北京软通智慧城市科技有限公司 | Face recognition method and device, electronic equipment and storage medium |
| CN112966634A (en) * | 2021-03-19 | 2021-06-15 | 佳都新太科技股份有限公司 | Data sharing control system, identification method and device |
| CN113128437A (en) * | 2021-04-27 | 2021-07-16 | 北京市商汤科技开发有限公司 | Identity recognition method and device, electronic equipment and storage medium |
| CN113487849A (en) * | 2021-07-02 | 2021-10-08 | 北京睿芯高通量科技有限公司 | Novel intelligent security system and target person early warning method thereof |
| CN114160447A (en) * | 2021-11-20 | 2022-03-11 | 中云智慧（北京）科技有限公司 | Advanced machine inspection system and method |
| CN114160447B (en) * | 2021-11-20 | 2024-02-06 | 中云智慧（北京）科技有限公司 | Early machine inspection system and method |
| CN114332768A (en) * | 2021-12-30 | 2022-04-12 | 江苏国盈信息科技有限公司 | Intelligent community security management method and system |
| CN115546830A (en) * | 2022-09-30 | 2022-12-30 | 星宠王国(北京)科技有限公司 | Missing dog searching method, device and equipment |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN108073577A (en) | A kind of alarm method and system based on recognition of face | |
| US10812761B2 (en) | Complex hardware-based system for video surveillance tracking | |
| CN106296724B (en) | Method and system for determining track information of target person and processing server | |
| US20160335484A1 (en) | Access point stream and video surveillance stream based object location detection and activity analysis | |
| CN108319926A (en) | A kind of the safety cap wearing detecting system and detection method of building-site | |
| CN110110575A (en) | A kind of personnel leave post detection method and device | |
| CN109241933A (en) | Video linkage monitoring method, monitoring server, video linkage monitoring system | |
| CN108540751A (en) | Monitoring method, apparatus and system based on video and electronic device identification | |
| CN108540752B (en) | Method, device and system for identifying target object in video monitoring | |
| CN104205127A (en) | Recognition-based security | |
| WO2021068553A1 (en) | Monitoring method, apparatus and device | |
| CN103731633A (en) | Television device capable of carrying out remote monitoring and control method of television device | |
| WO2019089441A1 (en) | Exclusion zone in video analytics | |
| CN108540756A (en) | Recognition methods, apparatus and system based on video and electronic device identification | |
| CN112232211A (en) | Intelligent video monitoring system based on deep learning | |
| CN113096158A (en) | Moving object identification method and device, electronic equipment and readable storage medium | |
| US20200387716A1 (en) | Automated surveillance system and method therefor | |
| CN110602453B (en) | Internet of things big data intelligent video security monitoring system | |
| CN102801964A (en) | Intelligent home monitoring method based on motion detection and system thereof | |
| CN105450992A (en) | Smart home monitoring method and system based on motion detection | |
| CN110111436A (en) | A kind of face is registered method, apparatus and system | |
| CN110636261B (en) | Monitoring data uploading method and system | |
| CN108540748A (en) | Monitor video and the associated method, apparatus of electronic device identification and system | |
| CN106921846A (en) | Video mobile terminal legacy detection means | |
| CN110490104A (en) | A kind of monitoring system and monitoring method reducing tramp's conflict |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20180525 |
|
| RJ01 | Rejection of invention patent application after publication |