CN109784156A - A kind of full Intelligent unattended business hall safety monitoring system based on artificial intelligence - Google Patents
A kind of full Intelligent unattended business hall safety monitoring system based on artificial intelligence Download PDFInfo
- Publication number
- CN109784156A CN109784156A CN201811505579.1A CN201811505579A CN109784156A CN 109784156 A CN109784156 A CN 109784156A CN 201811505579 A CN201811505579 A CN 201811505579A CN 109784156 A CN109784156 A CN 109784156A
- Authority
- CN
- China
- Prior art keywords
- model
- mixed reality
- unit
- business hall
- data
- 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
- 238000012544 monitoring process Methods 0.000 title claims abstract description 50
- 238000013473 artificial intelligence Methods 0.000 title claims abstract description 37
- 238000012545 processing Methods 0.000 claims abstract description 30
- 230000005540 biological transmission Effects 0.000 claims abstract description 14
- 230000003993 interaction Effects 0.000 claims abstract description 12
- 230000007613 environmental effect Effects 0.000 claims abstract description 8
- 238000004458 analytical method Methods 0.000 claims description 30
- 238000000034 method Methods 0.000 claims description 14
- 230000008569 process Effects 0.000 claims description 11
- 238000005259 measurement Methods 0.000 claims description 9
- 238000009877 rendering Methods 0.000 claims description 5
- 238000010422 painting Methods 0.000 claims description 3
- 230000008447 perception Effects 0.000 claims description 3
- 238000007781 pre-processing Methods 0.000 claims description 3
- 238000012546 transfer Methods 0.000 claims description 2
- 235000013399 edible fruits Nutrition 0.000 claims 1
- 238000001093 holography Methods 0.000 claims 1
- 238000009738 saturating Methods 0.000 claims 1
- 238000011161 development Methods 0.000 abstract description 4
- 230000002265 prevention Effects 0.000 abstract description 2
- 230000001105 regulatory effect Effects 0.000 abstract description 2
- 238000010586 diagram Methods 0.000 description 5
- 238000005516 engineering process Methods 0.000 description 5
- 230000005611 electricity Effects 0.000 description 2
- 238000011160 research Methods 0.000 description 2
- 241001269238 Data Species 0.000 description 1
- 230000005357 Hall field Effects 0.000 description 1
- 241000209140 Triticum Species 0.000 description 1
- 235000021307 Triticum Nutrition 0.000 description 1
- 230000008901 benefit Effects 0.000 description 1
- 238000012790 confirmation Methods 0.000 description 1
- 230000006870 function Effects 0.000 description 1
- 238000003058 natural language processing Methods 0.000 description 1
- 239000013307 optical fiber Substances 0.000 description 1
- 230000004044 response Effects 0.000 description 1
- 238000004088 simulation Methods 0.000 description 1
Landscapes
- Alarm Systems (AREA)
Abstract
The invention discloses a kind of full Intelligent unattended business hall safety monitoring system based on artificial intelligence, environment acquisition unit acquire the environmental information in unmanned business hall and pass it to mixed reality processing unit；Mixed reality processing unit is handled received information and is generated mixed reality model and image data, is transmitted to information memory cell and monitoring host computer by too net transmission module；Monitoring host computer is for showing, inquiring, tracing mixed reality model and image data；Monitoring host computer is bi-directionally connected information memory cell；Information memory cell stores mixed reality model data, image data and back-end data；Artificial intelligence unit is electrically connected the mixed reality processing unit, passes through the comparison and selection of human-computer interaction implementation model.The system bases oneself upon the daily service management in the Power supply business Room, provides effective technological prevention electronization means, meets the regulatory requirement to become increasingly abundant, and considers to fully consider the functional requirement for meeting current and future business hall development and operation.
Description
Technical field
The present invention relates to artificial intelligence and electricity business hall field more particularly to a kind of complete intelligent nothings based on artificial intelligence
People business hall safety monitoring system.
Background technique
Artificial intelligence (Artificial Intelligence), english abbreviation AI.It is research, develop for simulating,
Extend and the theory of the intelligence of extension people, method, a new technological sciences of technology and application system.Artificial intelligence is to calculate
One branch of machine science, it attempts to understand essence of intelligence, and produces a kind of new in a manner of similar with human intelligence
The intelligence machine made a response, the research in the field include robot, language identification, image recognition, natural language processing and specially
Family's system etc..Artificial intelligence is since the birth, and theory and technology is increasingly mature, and application field also constantly expands, it is contemplated that not
Carry out artificial intelligence bring sci-tech product, it will be the wisdom of humanity " container ".Artificial intelligence can consciousness to people, thinking
The simulation of information process.Artificial intelligence is not the intelligence of people, but can think deeply as people, may also be more than people intelligence.
Monitoring system is mainly by this five major part of front end supervision equipment, transmission device, rear end storage, control and display equipment
Composition, wherein rear end equipment can be further divided into central control equipment and sub-control control equipment.There are many composition sides for front and back ends equipment
Formula, the connection between them can be realized by various ways such as cable, optical fiber, microwave or wireless transmissions.
Artificial intelligence and monitoring system are two independent branches on the market, do not combine the two organically,
Utilize the multi-field monitoring of the intelligent multi-angle for realizing monitoring system of artificial intelligence.
Summary of the invention
The object of the present invention is to provide a kind of full Intelligent unattended business hall safety monitoring system based on artificial intelligence.
For this purpose, technical scheme is as follows:
A kind of full Intelligent unattended business hall safety monitoring system based on artificial intelligence, including environment acquisition unit, mixing
Real processing unit, artificial intelligence unit, Ethernet transmission module, monitoring host computer and information memory cell, the environment are adopted
Collect unit and connect the mixed reality processing unit, is passed for acquiring the environmental information in unmanned business hall, and by these information
Pass the mixed reality processing unit；The mixed reality processing unit is for being handled and being generated to the information received
Mixed reality model and image data, and then information memory cell and monitoring host computer are transmitted to by too net transmission module；It is described
Electrically output connects the monitoring host computer to Ethernet transmission module, and the monitoring host computer is for showing, inquiring, tracing the mixing
Real model and image data；The monitoring host computer is bi-directionally connected the information memory cell, for storing and transferring institute at any time
State mixed reality model and image data；The information memory cell for store mixed reality model data, image data with
And back-end data；The artificial intelligence unit is electrically connected the mixed reality processing unit, passes through human-computer interaction implementation model
Comparison and selection.
Above-mentioned environment acquisition unit includes environment sensing camera, ambient light sensor, depth measurement camera and wheat
Gram wind, the environment sensing camera are used to acquire the video and temperature, humidity data of unmanned business hall；The ambient light sensing
Device is used to acquire the light data of unmanned business hall；The depth measurement camera is used to acquire the video and three of unmanned business hall
Dimension data generates 3D rendering in real time, carries out real time target recognitio, motion capture and/or scene perception to 3D rendering；The Mike
Wind is used to acquire the voice data at unmanned business hall scene.
Above-mentioned mixed reality processing unit include data processing module, holographic process unit, light guide transparent holographic camera lens with
And micro projector；The data processing module be used for by the light of business hall, sound, humidity, temperature and video, picture and
Three-dimensional data is handled, and digital signal is formed；The holographic process unit in reality scene for being superimposed virtual element, benefit
Mixed reality model, and real-time tracing model are established with the digital signal；The light guide transparent holographic camera lens will be for that will generate
The model project outward；The micro projector is used to 3D model or Image model being projected to hologram.
Above-mentioned artificial intelligence unit includes man-machine interaction unit, model algorithm selecting module, target identification module, model point
Analyse module, result output unit and expert system, the man-machine interaction unit connects the model algorithm selecting module, for pair
Model algorithm is selected and is corrected and revised model algorithm is applied to the target identification module；The target identification
The data that the data pre-processing unit inputs are compared and are known with target data according to selected model algorithm by module
The model analysis module is not sent to afterwards；Target that the model analysis module is used to identify the target identification module and
The mixed reality model is compared, analyze after be delivered to the result output unit；The electrically two-way company of the expert system
The model analysis module is connect, is compared for model analysis module, the result after analysis is screened again；The analysis result
Output unit is used to compare the result output after analysis.
Above-mentioned expert system includes user interface system, Information reading unit, problem interpretation unit, knowledge base, reasoning mould
Block and working storage, electrically output connects the Information reading unit and problem interpretation unit to the user interface system, uses
In reading mixed reality model and artificial intelligence model and carry out analysis examination；The Information reading unit and problem interpretation unit
Electrically output connection knowledge base, for using the model in knowledge base be compared and experience identify；The knowledge base is electrical
Output connection reasoning module, for carrying out information comparison, reasoning and identification；The reasoning module electrically output connection work storage
Device, for storing the reasoning results.
In one embodiment of the invention, the environment sensing camera is provided with 4, for conduct monitoring at all levels nobody
The environmental informations such as temperature, the humidity of business hall, avoid localized variation.
Above-mentioned light guide transparent holographic camera lens can be formed bright and relatively rich using the most preferably holographic density of 2.5K luminous point
Four color holograms are tieed up, are that virtual element is inserted into vision using real world as painting canvas.The holographic process unit can be real
When handle the data from ambient light sensor and depth measurement camera, ensure that can be anti-rapidly to everything gesture
It answers.
By the acquisition sensor of image, sound and site environment, long-range mixed reality image is formed, with artificial intelligence
Equipment is to rely on, and realtime graphic and data is transmitted to Ethernet transmission module, the Ethernet transmission module connects monitoring
Artificial intelligence is organically fused in safety monitoring system by host, and realizes human-computer interaction by artificial intelligence equipment, is realized
The multi-angle of safety monitoring system, multi-field application guarantee the stability and real-time of monitoring signals, can be to monitoring area
It is continual to be monitored.
The present invention being capable of application and related Power supply business Room safety to artificial intelligence the relevant technologies, mixed reality technology
The strong data supporting of the offers such as monitoring system fully considers that system function extended interface, camera supervised point, are deposited encoder
Storage server, storage array etc. can easily expand；And fully consider the compatibility between each safety monitoring equipment,
Even with different vendor, the product of not homologous ray, extraordinary compatibility can be reached.To promote security monitoring to produce
Industry healthy and rapid development is conducive to the comprehensive development for pushing the work of electricity business hall artificial intelligence.
Full Intelligent unattended business hall safety monitoring system of the invention is provided based on the daily service management in the Power supply business Room
Effective technological prevention electronization means to meet the regulatory requirement to become increasingly abundant, and do not consider to fully consider satisfaction currently and not
Carry out the functional requirement of business hall development and operation.
Detailed description of the invention
Fig. 1 is the architecture diagram of the full Intelligent unattended business hall safety monitoring system based on artificial intelligence；
Fig. 2 is the composition schematic diagram of artificial intelligence unit in the present invention；
Fig. 3 is the structural schematic diagram of expert system in the present invention；
Fig. 4 is the workflow schematic diagram being monitored using monitoring system of the invention.
Specific embodiment
In order to clarify the technical characteristics of the invention, with reference to the accompanying drawings and detailed description to technology of the invention
Scheme is described in detail.
Fig. 1 show the architecture diagram of the safety monitoring system of full Intelligent unattended business hall of the invention.As shown in Figure 1, ring
Border acquisition unit acquires business hall scene by environment sensing camera, ambient light sensor, depth measurement camera, microphone
Environmental information, environmental datas, light data, the three-dimensional data of business hall, voice data and the video such as including temperature and humidity
Image.Environmental information collected is exported to mixed reality processing unit, and mixed reality processing unit is transparent except through light guide
Holographic camera lens, holographic process unit and micro projector are established the 3D model of the environment of business hall and are carried out outside line holographic projections,
It can also be interacted with man-machine interaction unit, reach the result of mixed reality.The mould of mixed reality processing unit output simultaneously
Type and image are exported to monitoring host computer by Ethernet transmission module and carry out image storage.
The environment acquisition unit connects the mixed reality processing unit, for acquiring the letter of the environment in unmanned business hall
Breath, and these information are passed into the mixed reality processing unit；The mixed reality processing unit is used for receiving
Information is handled and is generated mixed reality model and image data, and then is transmitted to information storage list by too net transmission module
Member and monitoring host computer；Electrically output connects the monitoring host computer for the Ethernet transmission module, the monitoring host computer for showing,
Inquiry, retrospect and the mixed reality model and image data；The monitoring host computer is bi-directionally connected the information memory cell, uses
In storing and transfer the mixed reality model and image data at any time；The information memory cell is for storing mixed reality mould
Type data, image data and back-end data；The artificial intelligence unit is electrically connected the mixed reality processing unit, passes through
The comparison and selection of human-computer interaction implementation model.
In one embodiment of the invention, the environment acquisition unit includes ambient light sensor, a depth measurement
Camera, four environment sensing cameras and microphone.The environment sensing camera is used to acquire the video of unmanned business hall
With temperature, humidity data；The ambient light sensor is used to acquire the light data of unmanned business hall；The depth measurement camera shooting
Head generates 3D rendering for acquiring the video and three-dimensional data of unmanned business hall in real time, to 3D rendering carry out real time target recognitio,
Motion capture and/or scene perception；The microphone is used to acquire the voice data at unmanned business hall scene.These elements are assisted
Handle the environmental information in unmanned business hall.Camera in the present invention uses high-definition camera, and can capture hologram image needs
The video and picture wanted, microphone can transmit matched sound according to the hologram image of corresponding position, provide and more immerse
Experience.
The mixed reality processing unit include data processing module, holographic process unit, light guide transparent holographic camera lens with
And micro projector.The data processing module be used for by the light of business hall, sound, humidity, temperature and three-dimensional data into
Row processing, forms digital signal；The holographic process unit (HPU) carries out 3D model or Image model using the digital signal
Foundation, and real-time tracing model, HPU can handle the data from ambient light sensor and depth measurement camera in real time, protect
It has demonstrate,proved and rapid reaction is made to everything gesture.In one embodiment of the invention, light guide transparent holographic camera lens uses
The most preferably holographic density of 2.5K luminous point, can form four color hologram of multidimensional bright and abundant, can using real world as painting canvas,
Virtual element is inserted into vision.The micro projector is used to 3D model or Image model being projected to hologram.
As shown in Fig. 2, the artificial intelligence unit includes man-machine interaction unit, model algorithm selecting module, target identification
Module, model analysis module, result output unit and expert system.
The man-machine interaction unit connects the model algorithm selecting module, for being selected model algorithm and being corrected
And revised model algorithm is applied to the target identification module；The target identification module is calculated according to selected model
Method sends the model analysis to after the data that the data pre-processing unit inputs are compared and are identified with target data
Module；The model analysis module is for comparing the target that the target identification module identifies with the mixed reality model
To, analysis after be delivered to the result output unit；The expert system is electrically bi-directionally connected the model analysis module, is used for
Model analysis module compares, the result after analysis is screened again；The analysis result output unit will be for that will compare analysis
Result output afterwards.
Referring to Fig. 3, the expert system includes user interface system, the user interface system analysis electrically output connection
Electrically output connects knowledge for Information reading unit and problem interpretation unit, the Information reading unit and problem interpretation unit
Library, electrically output connection reasoning module, the reasoning module electrically export connection working storage to the knowledge base.The user
Electrically output connects the Information reading unit and problem interpretation unit to interface system, for reading mixed reality model and artificial
Model of mind simultaneously carries out analysis examination；Electrically output connects knowledge base for the Information reading unit and problem interpretation unit, uses
It is identified in being compared using the model in knowledge base with experience；The electrical output connection reasoning module of the knowledge base, for into
Row information comparison, reasoning and identification；Electrically output connects working storage to the reasoning module, for storing the reasoning results.
Referring to fig. 4, when being monitored using the monitoring system, operator can carry out following process by user interface
Operation: after system initialization, if not occurring process exception and/or failure, executing start command, otherwise, returns to upper level
Menu.If system is normal, environment information acquisition is carried out, model is established and forms 3D projection information.After the completion, artificial intelligence is carried out
It can intervene, starting artificial intelligence unit forms the confirmation of model comparison and model algorithm, and the output of execution data, is completed in fact after the completion
When monitor.
Claims (7)
1. a kind of full Intelligent unattended business hall safety monitoring system based on artificial intelligence, it is characterised in that: acquired including environment
Unit, mixed reality processing unit, artificial intelligence unit, Ethernet transmission module, monitoring host computer and information memory cell,
The environment acquisition unit connects the mixed reality processing unit, for acquiring the environmental information in unmanned business hall,
And these information are passed into the mixed reality processing unit；
The mixed reality processing unit is for handling the information received and generating mixed reality model and image number
According to, and then information memory cell and monitoring host computer are transmitted to by too net transmission module；
Electrically output connects the monitoring host computer to the Ethernet transmission module, and the monitoring host computer is for showing, inquiring, tracing
The mixed reality model and image data；
The monitoring host computer is bi-directionally connected the information memory cell, for store and transfer at any time the mixed reality model and
Image data；
The information memory cell is for storing mixed reality model data, image data and back-end data；
The artificial intelligence unit is electrically connected the mixed reality processing unit, by the comparison of human-computer interaction implementation model and
Selection.
2. full Intelligent unattended business hall safety monitoring system according to claim 1, it is characterised in that: the environment acquisition
Unit includes environment sensing camera, ambient light sensor, depth measurement camera and microphone,
The environment sensing camera is used to acquire the video and temperature, humidity data of unmanned business hall；
The ambient light sensor is used to acquire the light data of unmanned business hall；
The depth measurement camera is used to acquire the video and three-dimensional data of unmanned business hall, 3D rendering is generated in real time, to 3D
Image carries out real time target recognitio, motion capture and/or scene perception；
The microphone is used to acquire the voice data at unmanned business hall scene.
3. full Intelligent unattended business hall safety monitoring system according to claim 2, it is characterised in that: the mixed reality
Processing unit includes data processing module, holographic process unit, light guide transparent holographic camera lens and micro projector；
The data processing module is used for the light of business hall, sound, humidity, temperature and video, picture and three-dimensional data
It is handled, forms digital signal；
The holographic process unit establishes mixed reality using the digital signal for being superimposed virtual element in reality scene
Model, and real-time tracing model；
The light guide transparent holographic camera lens is used to outward project the model generated；
The micro projector is used to 3D model or Image model being projected to hologram.
4. full Intelligent unattended business hall safety monitoring system according to claim 1, it is characterised in that: the artificial intelligence
Unit includes man-machine interaction unit, model algorithm selecting module, target identification module, model analysis module, result output unit
And expert system,
The man-machine interaction unit connects the model algorithm selecting module, for model algorithm is selected and is corrected and incite somebody to action
Revised model algorithm is applied to the target identification module；
The target identification module is according to selected model algorithm, data and target that the data pre-processing unit is inputted
Data are compared and send to after identifying the model analysis module；
The model analysis module is for comparing the target that the target identification module identifies with the mixed reality model
To, analysis after be delivered to the result output unit；
The expert system is electrically bi-directionally connected the model analysis module, compares for model analysis module, the knot after analysis
Fruit is screened again；
The analysis result output unit is used to compare the result output after analysis.
5. full Intelligent unattended business hall safety monitoring system according to claim 4, it is characterised in that: the expert system
Including user interface system, Information reading unit, problem interpretation unit, knowledge base, reasoning module and working storage,
Electrically output connects the Information reading unit and problem interpretation unit to the user interface system, existing for reading mixing
Real mould and artificial intelligence model simultaneously carry out analysis examination；
Electrically output connects knowledge base for the Information reading unit and problem interpretation unit, for utilizing the model in knowledge base
It is compared and is identified with experience；
Electrically output connects reasoning module to the knowledge base, for carrying out information comparison, reasoning and identification；
Electrically output connects working storage to the reasoning module, for storing the reasoning results.
6. full Intelligent unattended business hall safety monitoring system according to any one of claims 1-5, it is characterised in that: institute
It states environment sensing camera and is provided with 4, temperature, humidity for the unmanned business hall of conduct monitoring at all levels.
7. full Intelligent unattended business hall safety monitoring system according to claim 6, it is characterised in that: the light guide is saturating
Virtual element can be inserted into vision using real world as painting canvas using the most preferably holographic density of 2.5K luminous point by bright holography camera lens
In.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811505579.1A CN109784156A (en) | 2018-12-10 | 2018-12-10 | A kind of full Intelligent unattended business hall safety monitoring system based on artificial intelligence |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811505579.1A CN109784156A (en) | 2018-12-10 | 2018-12-10 | A kind of full Intelligent unattended business hall safety monitoring system based on artificial intelligence |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN109784156A true CN109784156A (en) | 2019-05-21 |
Family
ID=66495803
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201811505579.1A Pending CN109784156A (en) | 2018-12-10 | 2018-12-10 | A kind of full Intelligent unattended business hall safety monitoring system based on artificial intelligence |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN109784156A (en) |
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113184017A (en) * | 2021-04-16 | 2021-07-30 | 中国铁路上海局集团有限公司合肥电务段 | ATP video monitoring and intelligent recognition analysis system |
| CN114445563A (en) * | 2022-03-15 | 2022-05-06 | 深圳市爱云信息科技有限公司 | 3D holographic image interaction method, device, system and medium |
| CN115100563A (en) * | 2022-06-14 | 2022-09-23 | 南京工业大学 | Production process interaction and monitoring intelligent scene based on video analysis |
Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN203250508U (en) * | 2013-04-24 | 2013-10-23 | 苏州创捷传媒展览股份有限公司 | Three-dimensional mixed reality display device |
| CN106060471A (en) * | 2016-06-23 | 2016-10-26 | 广东中星电子有限公司 | Intelligent monitoring method and system based on augment reality technology |
| CN106331646A (en) * | 2016-09-09 | 2017-01-11 | 北京高地信息技术有限公司 | Artificial intelligence safety monitoring system |
| CN106932906A (en) * | 2017-03-04 | 2017-07-07 | 国家电网公司 | Mixed reality display device |
| CN107155092A (en) * | 2017-06-14 | 2017-09-12 | 上海联影医疗科技有限公司 | Operating room monitoring method and operating room supervising device |
| CN108900576A (en) * | 2018-06-08 | 2018-11-27 | 上海驹源通信科技有限公司 | A kind of intelligence community application service system based on 5G |
-
2018
- 2018-12-10 CN CN201811505579.1A patent/CN109784156A/en active Pending
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN203250508U (en) * | 2013-04-24 | 2013-10-23 | 苏州创捷传媒展览股份有限公司 | Three-dimensional mixed reality display device |
| CN106060471A (en) * | 2016-06-23 | 2016-10-26 | 广东中星电子有限公司 | Intelligent monitoring method and system based on augment reality technology |
| CN106331646A (en) * | 2016-09-09 | 2017-01-11 | 北京高地信息技术有限公司 | Artificial intelligence safety monitoring system |
| CN106932906A (en) * | 2017-03-04 | 2017-07-07 | 国家电网公司 | Mixed reality display device |
| CN107155092A (en) * | 2017-06-14 | 2017-09-12 | 上海联影医疗科技有限公司 | Operating room monitoring method and operating room supervising device |
| CN108900576A (en) * | 2018-06-08 | 2018-11-27 | 上海驹源通信科技有限公司 | A kind of intelligence community application service system based on 5G |
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113184017A (en) * | 2021-04-16 | 2021-07-30 | 中国铁路上海局集团有限公司合肥电务段 | ATP video monitoring and intelligent recognition analysis system |
| CN114445563A (en) * | 2022-03-15 | 2022-05-06 | 深圳市爱云信息科技有限公司 | 3D holographic image interaction method, device, system and medium |
| CN115100563A (en) * | 2022-06-14 | 2022-09-23 | 南京工业大学 | Production process interaction and monitoring intelligent scene based on video analysis |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN110212451A (en) | A kind of electric power AR intelligent patrol detection device | |
| EP3678101A2 (en) | Ar-enabled labeling using aligned cad models | |
| CN110047150B (en) | Complex equipment operation on-site simulation system based on augmented reality | |
| CN109784156A (en) | A kind of full Intelligent unattended business hall safety monitoring system based on artificial intelligence | |
| CN110728670A (en) | Low-voltage equipment operation and maintenance method based on AR technology | |
| CN108564641B (en) | Expression capturing method and device based on UE engine | |
| CN108127669A (en) | A kind of robot teaching system and implementation based on action fusion | |
| Mania et al. | A framework for self-training perceptual agents in simulated photorealistic environments | |
| CN103400106A (en) | Self learning face recognition using depth based tracking for database generation and update | |
| CN106354264A (en) | Real-time man-machine interaction system based on eye tracking and a working method of the real-time man-machine interaction system | |
| CN110223413A (en) | Intelligent polling method, device, computer storage medium and electronic equipment | |
| CN110766151B (en) | Open type neural network model management system based on scene | |
| WO2020151255A1 (en) | Display control system and method based on mobile terminal | |
| KR20210145984A (en) | Apparatus and Method for Monitoring User based on Multi-View Face Image | |
| CN115213890B (en) | Grabbing control method, grabbing control device, grabbing control server, electronic equipment and storage medium | |
| US20210267493A1 (en) | Strobing of active marker groups in performance capture | |
| CN111727905A (en) | Automatic analysis system and method for big and small mouse open field experiment based on deep learning | |
| CN106272446A (en) | The method and apparatus of robot motion simulation | |
| CN113570689A (en) | Portrait cartoon method, apparatus, medium and computing device | |
| CN112581836A (en) | AR-based power transmission field operation training system | |
| CN112199994A (en) | Method and device for detecting interaction between 3D hand and unknown object in RGB video in real time | |
| CN118470645A (en) | Visual detection-based intelligent pen test monitoring system and method | |
| CN109002633B (en) | Device network modeling method based on separate space | |
| Verlinden et al. | Recording augmented reality experiences to capture design reviews | |
| CN116563499A (en) | Intelligent interaction system of transformer substation based on meta-universe technology |
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 | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20190521 |