CN108615333A - Infant asphyxia early warning system based on artificial intelligence and method - Google Patents
Infant asphyxia early warning system based on artificial intelligence and method Download PDFInfo
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- CN108615333A CN108615333A CN201810512231.9A CN201810512231A CN108615333A CN 108615333 A CN108615333 A CN 108615333A CN 201810512231 A CN201810512231 A CN 201810512231A CN 108615333 A CN108615333 A CN 108615333A
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- baby
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- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B21/00—Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
- G08B21/02—Alarms for ensuring the safety of persons
- G08B21/0202—Child monitoring systems using a transmitter-receiver system carried by the parent and the child
- G08B21/0205—Specific application combined with child monitoring using a transmitter-receiver system
- G08B21/0208—Combination with audio or video communication, e.g. combination with "baby phone" function
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- Child & Adolescent Psychology (AREA)
- General Health & Medical Sciences (AREA)
- Engineering & Computer Science (AREA)
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- General Physics & Mathematics (AREA)
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Abstract
The present invention provides a kind of infant asphyxia early warning system and method based on artificial intelligence.Its feature is, image, the audio data for acquiring baby and its surrounding enviroment in real time with photographing module, by intelligent algorithm, when identifying that milk is spat in baby's presence, mouth and nose are capped, turn face is towards inferior asphyxiation hazard, system sends out alarm automatically, and guardian is notified to take measures.The present invention is that alarm is issued by when baby may have asphyxiation hazard, i.e. " early warning in advance ", can be that parent wins valuable rescue time, prevent infant asphyxia dead or obstacle occurs in body development caused by of short duration perinatal asphyxia.And supplemented with the deficiency of existing monitoring camera, the function of common camera and the alarm sensor that suffocates is integrated, only two problems of common monitoring and alarm are can be solved with an equipment.
Description
Technical field
The present invention relates to intelligent infant product and monitoring technology field, especially a kind of baby based on artificial intelligence technology
Early warning system of suffocating and method.
Background technology
Baby is a kind of very fragile crowd, the generation that may accidentally cause tragedy slightly.For example baby spits
Milk blocks respiratory tract, and mouth and nose are covered by bedding, and infant asphyxia can all be led to towards inferior by turning over face.Infant asphyxia is to cause disability
And one of the main reason for death.Infant asphyxia is dead to be usually happened at night, and when asphyxia generation, baby is generally difficult to send out
Crying sound, guardian are difficult to discover, it more difficult to make and timely rescue.
In the prior art, baby's monitoring of respiration equipment or asphyxia warning device are all to monitor that baby breathes to occur not just
It can just alarm when normal variation, i.e., " post-event alarm ".And infant respiratory is not yet developed completely, is occurred from asphyxia to death
Process is very of short duration, and rescue time is most valuable.In addition, even if not occurring to will produce sequelae if dead tragedy asphyxia,
Cause brain damage.
Artificial intelligence（Artificial Intelligence）, english abbreviation AI.The branch of its computer science is
One new science and technology, is widely used in image recognition, and discrimination alreadys exceed the mankind in recent years, passes through certain data
Specific behavior, pattern can be identified in training, intelligent algorithm.
Many families can all give baby to be equipped with monitoring camera, and the major function of these cameras is to allow guardian can be with
When watch baby, function is more single.
Invention content
To solve the above-mentioned problems, the present invention provides a kind of infant asphyxia early warning system and method based on artificial intelligence.
Its feature is, acquires baby's and its surrounding enviroment image, audio data in real time with photographing module, is calculated by artificial intelligence
Method, identifying baby, there are when asphyxiation hazard（Especially for example mouth and nose are capped, spit milk, and baby turns over face downward）, system
Automatically alarm is sent out, guardian is notified to take measures, prevent the generation of asphyxiation hazard.
In order to achieve the above object, technical solution provided by the invention is as follows：
A kind of infant asphyxia early warning system based on artificial intelligence includes：Photographing module, audio collection module, communication module, clothes
Business device, mobile terminal.
Preferably, the photographing module is integrated with audio collection module, for acquiring baby and its surrounding enviroment
Image and acoustic information.
Preferably, the photographing module uses high-resolution IP Camera, carries infrared lamp；In order to reach more accurately
Multiple cameras can be used in purpose.
Preferably, the audio collection module uses microphone or microphone array.
Preferably, the video/audio information that photographing module and audio collection module acquire is transferred to by the communication module
Server.
Preferably, the communication module has 2 kinds of connection modes of wired connection and wireless transmission.
Preferably, the server includes the software systems based on artificial intelligence, for according to the image that acquires in real time and
Audio data judges baby's status, and in the state for being tested with asphyxiation hazard, alarm is sent out to mobile terminal.
Preferably, the asphyxiation hazard state residing for baby includes：It spits milk and blocks respiratory tract, mouth and nose are capped, turn over face
Towards inferior.
Preferably, the mobile terminal is one kind of mobile phone, tablet computer, Intelligent bracelet, for receiving warning message, with
And the monitored picture of real time inspection baby.
The beneficial effects of the invention are as follows：（1）The present invention is that alarm, i.e. " thing are issued by when baby may have asphyxiation hazard
Preceding early warning " can save the rescue time of parent, prevent infant asphyxia dead or body is sent out caused by of short duration perinatal asphyxia
Bring out existing obstacle.（2）The configuration of the present invention is simple only needs user to install camera and is connected into internet.（3）
Deficiency of the present invention supplemented with existing monitoring camera, integrates the function of common camera and the alarm sensor that suffocates, allows monitoring
People is easy to use, and an equipment solves the problems, such as commonly to monitor and alarm two.
Description of the drawings
Fig. 1 is the overall structure diagram of an embodiment of the present invention；
Fig. 2 is the monitoring, alarming flow chart of the embodiment of the present invention.
Specific implementation mode
The specific implementation mode of the present invention is described in detail below in conjunction with the accompanying drawings, but the present invention discloses embodiment not
It is only limited to these embodiments.It is detailed to describe some specifically in the datail description for disclosing the present invention embodiment below
Detail section.Description can also understand that the present invention discloses example completely without these details for a person skilled in the art.For
The present invention that avoids confusion discloses the essence of embodiment, and well known method, process, flow do not describe in detail.
Flow chart in attached drawing illustrates the system of the embodiment of the present invention, possible System Framework, the function of method, apparatus
And operation, the box on flow chart can represent a software systems or only one section of program code, the software systems and
Program code is all the executable instruction for realizing regulation logic function.It should also be noted that the realization provides logic function
Executable instruction can reconfigure, to generate new software systems or program.Therefore, the box of attached drawing and box are suitable
Sequence is used only to preferably illustrate the process and step of the embodiment of the present invention, without should be in this, as the limitation to invention itself.
Referring to attached drawing 1, system provided by the invention is related to photographing module, server and mobile terminal tripartite.Photographing module
101 be signal acquisition side, it is integrated with audio collection module 105, video, sound for obtaining baby 106 and its ambient enviroment
Frequency evidence.Collected real-time video, audio data are sent to server by photographing module 101 by LAN or wide area network
102.After server 102 receives real-time video, audio data, by intelligent algorithm, processing analysis is carried out to data,
It when detecting that baby has asphyxiation hazard, gives mobile terminal 103 to send warning message immediately, reminds guardian 104.
The photographing module 101, including infrared lamp, has night vision function；Can be single high-resolution IP Camera,
Can also be the matrix of multiple high-resolution IP Camera compositions to improve the accuracy rate of detection.
The audio collection module 105 uses microphone or microphone array.
The server 102 can be single or multiple, can be centralization or distribution.
The function that the server 102 is mainly realized includes：Video, audio data from photographing module 101 are received, is used
Intelligent algorithm analyzing and processing data sends warning message to mobile terminal 103.
The server 102 includes but not limited in the same LAN and the multiple PC linked by Internet
Machine, PC server, rolling reamer machine, supercomputer, cloud server etc..
The mobile terminal 103 can be mobile phone, tablet computer, laptop, bracelet, various intelligence are wearable sets
It is standby, it is preferred with guardian's energy real time inspection.
Attached drawing 2 is the monitoring, alarming flow chart of the embodiment of the present invention, is included the following steps.
Step 201 indicates that a whole set of early warning system is started to work.
Step 202, photographing module 101 and audio collection module 105 start to acquire real-time video, the sound of baby's ambient enviroment
Frequency evidence, and these data are sent to by server 102 by network；Audio data includes the breathing that baby sends out, as
The supplement of video data.
Step 203, server 102 receives video, audio data, and is pre-processed to data, for example, filtering, noise reduction,
Compression.
On the one hand these data can be sent directly to mobile terminal 103 by network, the reality of baby is checked for guardian
When picture, i.e. step 208.
On the other hand these data further can carry out processing analysis, i.e. step by the software systems on server 102
204。
Step 204, the software systems on server 102 are handled data by intelligent algorithm；It will regard first
Frequency is divided into image according to by frame；Secondly binary conversion treatment is carried out to image；Furthermore it carries out baby's Face datection and judges that baby is whole
Body position；Finally by intelligent algorithm, such as deep learning and neural network, baby's face and global behavior are divided
Analysis.
Step 205, step 204 treated data are judged into baby for comparing trained artificial intelligence data model
Whether youngster has asphyxiation hazard.If without asphyxiation hazard, server software system will not take any action, mobile terminal
The 103 normal monitored pictures of display；If there is asphyxiation hazard, 206 will be entered step, server software system will give mobile whole
End 103 sends alert data.
The condition of the asphyxiation hazard, judgement is that milk, mouth and nose are capped, turn over face downward with the presence or absence of spitting by detection baby
Equal behaviors.
Step 207, after mobile terminal 103 receives alert data, alert prompts guardian.
The warning message can be sound prompting, image prompting, vibration reminding, flashing light prompting.
There are many modes that the warning message occurs, and can be provided by this system installed on mobile terminal 103
Application program occurs, and can also occur by the social networking applications program such as wechat, microblogging, can also pass through mail, short message, phone etc.
Communication application program occurs, and can get warning message as early as possible with guardian and be preferred.
The present invention discloses embodiment each exemplary module described in conjunction with the examples disclosed in this document and algorithm steps, energy
It is enough to be realized with electronic hardware, computer software combination both either, it can be mutual in order to clearly demonstrate hardware and software
It is transsexual, in the above description each exemplary composition and step are generally described according to function.These functions actually with
Hardware or software mode execute, and depend on the specific application and design constraint of technical solution.Professional technician can
To be used different methods to achieve the described function to each specific application, but this realization is it is not considered that beyond this
The practical range of the example of disclosure of the invention embodiment.
The above, only better embodiment of the invention, the present invention can also have other forms to change, above-mentioned
Embodiment is functioned only as to the exemplary role in foregoing invention protection domain, for those of ordinary skills, in this hair
There are many conventional deformations and other embodiments in protection domain defined by bright.Therefore, the present invention is not intended to be limited to this
Literary illustrated embodiment, but to accord with the consistent widest range of the principles and novel features disclosed herein.
Claims (8)
1. a kind of infant asphyxia early warning system and method, feature based on artificial intelligence are, acquired in real time with photographing module
Baby's and its surrounding enviroment image, audio data are simultaneously sent to server, and the intelligent algorithm on server is identifying
Go out baby and exist to spit that milk, mouth and nose are capped, when turning over face towards inferior asphyxiation hazard, sends out alarm to mobile terminal automatically, lead to
Know that guardian takes measures, prevents the generation of asphyxiation hazard.
2. infant asphyxia early warning system and method based on artificial intelligence according to claim 1, artificial intelligence recognition methods
Can be one kind in machine learning, such as deep learning.
3. infant asphyxia early warning system and method based on artificial intelligence according to claim 1 are related to photographing module, service
Device and mobile terminal tripartite.
4. photographing module includes video, audio collection function according to claim 1, there is night vision function；Can be single
Or multiple high-resolution IP Camera compositions；And there is wired or wireless network interface, the data of acquisition can be sent to
Server.
5. mobile terminal according to claim 1 can be mobile phone, tablet computer, laptop, bracelet, various intelligence
Wearable device.
6. server is equipped with software systems according to claim 1, the function of mainly realizing includes：It receives from camera shooting mould
Video, the audio data of block, manually intelligent algorithm analyzing and processing data, warning message is sent to mobile terminal.
7. the software systems of server can also be directly straight by the video of preliminary treatment, audio data according to claim 6
It connected network and is sent to mobile terminal, for user's real time inspection baby and its ambient enviroment.
8. there are many warning message modes sent according to claim 6 to mobile terminal：It can be by pacifying on mobile terminal
The application program that this system of dress provides occurs, and can also occur by the social networking applications program such as wechat, microblogging, can also pass through
The communication application programs such as mail, short message, phone occur.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
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| CN201810512231.9A CN108615333A (en) | 2018-05-25 | 2018-05-25 | Infant asphyxia early warning system based on artificial intelligence and method |
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201810512231.9A CN108615333A (en) | 2018-05-25 | 2018-05-25 | Infant asphyxia early warning system based on artificial intelligence and method |
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Cited By (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109567820A (en) * | 2018-11-27 | 2019-04-05 | 广州绿桦环保科技有限公司 | A kind of dormancy management method, apparatus and system |
| CN109598204A (en) * | 2018-11-07 | 2019-04-09 | 深圳市恩钛控股有限公司 | A kind of AI mother and baby's nursing system |
| CN110012265A (en) * | 2018-11-28 | 2019-07-12 | 上海原俭电子商务有限公司 | A kind of artificial intelligence monitor system based on infant limb language |
| CN110427923A (en) * | 2019-09-05 | 2019-11-08 | 深圳市赛为智能股份有限公司 | Infantile vomiting milk Activity recognition method, apparatus, computer equipment and storage medium |
| CN110751063A (en) * | 2019-09-29 | 2020-02-04 | 四川工商学院 | Infant quilt kicking prevention recognition device and method based on deep learning |
| CN113392736A (en) * | 2021-05-31 | 2021-09-14 | 五八到家有限公司 | Monitoring method, system, equipment and medium for improving safety of home service |
| CN113674507A (en) * | 2021-08-18 | 2021-11-19 | 建信金融科技有限责任公司 | Infant monitoring method and device, computer equipment and computer-readable storage medium |
| CN113963424A (en) * | 2021-12-21 | 2022-01-21 | 西南石油大学 | Infant asphyxia or sudden death early warning method based on single-order face positioning algorithm |
| CN114145531A (en) * | 2021-07-19 | 2022-03-08 | 国网江苏省电力有限公司江阴市供电分公司 | Distribution network uninterrupted operation safety standard monitoring method |
| CN114531575A (en) * | 2022-03-08 | 2022-05-24 | 佛山市顺富元亨电子有限公司 | Baby monitor with quilt reminding function and method |
| CN114710555A (en) * | 2022-06-06 | 2022-07-05 | 深圳市景创科技电子股份有限公司 | Infant monitoring method and device |
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| CN109598204A (en) * | 2018-11-07 | 2019-04-09 | 深圳市恩钛控股有限公司 | A kind of AI mother and baby's nursing system |
| CN109567820A (en) * | 2018-11-27 | 2019-04-05 | 广州绿桦环保科技有限公司 | A kind of dormancy management method, apparatus and system |
| CN110012265A (en) * | 2018-11-28 | 2019-07-12 | 上海原俭电子商务有限公司 | A kind of artificial intelligence monitor system based on infant limb language |
| CN110427923A (en) * | 2019-09-05 | 2019-11-08 | 深圳市赛为智能股份有限公司 | Infantile vomiting milk Activity recognition method, apparatus, computer equipment and storage medium |
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| CN110751063A (en) * | 2019-09-29 | 2020-02-04 | 四川工商学院 | Infant quilt kicking prevention recognition device and method based on deep learning |
| CN113392736A (en) * | 2021-05-31 | 2021-09-14 | 五八到家有限公司 | Monitoring method, system, equipment and medium for improving safety of home service |
| CN114145531A (en) * | 2021-07-19 | 2022-03-08 | 国网江苏省电力有限公司江阴市供电分公司 | Distribution network uninterrupted operation safety standard monitoring method |
| CN113674507A (en) * | 2021-08-18 | 2021-11-19 | 建信金融科技有限责任公司 | Infant monitoring method and device, computer equipment and computer-readable storage medium |
| CN113963424A (en) * | 2021-12-21 | 2022-01-21 | 西南石油大学 | Infant asphyxia or sudden death early warning method based on single-order face positioning algorithm |
| CN114531575A (en) * | 2022-03-08 | 2022-05-24 | 佛山市顺富元亨电子有限公司 | Baby monitor with quilt reminding function and method |
| CN114710555A (en) * | 2022-06-06 | 2022-07-05 | 深圳市景创科技电子股份有限公司 | Infant monitoring method and device |
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