CN108109460A - Equipment is visited in a kind of teaching with augmented reality chemical plant - Google Patents
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Abstract
Description
技术领域technical field
本发明涉及一种具有增强现实功能化工厂的教学参观设备,它是一种具有增强现实沉浸式体验以及远程学习操作的教学参观设备。The invention relates to a teaching and visiting equipment with augmented reality functional chemical factory, which is a teaching and visiting equipment with augmented reality immersive experience and remote learning operation.
背景技术Background technique
目前各工科院校对于化工专业等课程的教学,大部分只是以简单的图文形式来进行教学,这种教学模式枯燥乏味,不能激发学生的学习兴趣,使学习这些课程的学生对化工生产过程没有全面、直观的认识,不了解各个大型设备的运行原理以及内部结构,毕业生缺乏相应的专业技能,难以满足企业对于人才的需求。虽然部分大学在图文教学的同时,组织学生去工厂实地参观,但是参观时间短,不能对整个生产过程进行了解,而且化工生产过程危险系数高,难以保障学生的人身安全。另外,大批学生的参观间接影响工厂的生产效率。At present, most of the teaching of chemical engineering courses in engineering colleges is only in the form of simple graphics and texts. This teaching mode is boring and cannot stimulate students' interest in learning. Without a comprehensive and intuitive understanding of the operating principles and internal structure of various large-scale equipment, graduates lack corresponding professional skills, and it is difficult to meet the needs of enterprises for talents. Although some universities organize students to visit factories while teaching graphics and texts, the visit time is short and the entire production process cannot be understood. Moreover, the chemical production process has a high risk factor and it is difficult to guarantee the personal safety of students. In addition, the visit of a large number of students indirectly affects the production efficiency of the factory.
发明内容Contents of the invention
本发明的目的是为了克服现有技术的不足之处,提供一种具有增强现实功能的化工厂教学参观设备。该设备由移动小车、上位机以及增强现实头盔组成,移动小车按照特定的轨迹在工厂内行走,其上部安装摄像机,代替人眼观察工厂内场景,将采集的数据传输到上位机,在上位机中利用增强现实技术,将虚拟的文字信息以及各个设备的三维模型叠加到真实的工厂场景数据中,增强现实头盔接收来自上位机的虚实混合场景数据,通过佩戴增强现实头盔模拟一种在工厂内行走的沉浸式体验。The object of the present invention is to provide a chemical plant teaching and visiting equipment with augmented reality function in order to overcome the shortcomings of the prior art. The device consists of a mobile car, a host computer and an augmented reality helmet. The mobile car walks in the factory according to a specific trajectory. A camera is installed on the upper part of the car to replace the human eye to observe the scene in the factory, and the collected data is transmitted to the host computer. Using augmented reality technology, the virtual text information and the 3D model of each device are superimposed on the real factory scene data. The augmented reality helmet receives the virtual and real mixed scene data from the host computer, and simulates a kind of factory environment by wearing the augmented reality helmet. An immersive experience of walking.
为了解决上述存在的技术问题,本发明是通过以下技术方案实现的:In order to solve the above-mentioned technical problems, the present invention is achieved through the following technical solutions:
一种具有增强现实功能的化工厂教学参观设备,该设备由移动小车、上位机以及增强现实头盔组成;所述移动小车上安装有摄像机用于采集工厂内场景数据,通过无线网络传输到所述上位机,所述上位机采用增强现实技术将虚拟信息叠加到工厂内的真实场景数据中,再传输到所述增强现实头盔中,所述增强现实头盔能够使佩戴者模拟一种在工厂内行走的真三维沉浸式体验,并通过叠加到场景中的虚拟信息能够进一步学习工厂内各个设备的运行状态以及内部构造;所述无线网络由ZigBee搭建,覆盖整个工厂范围。A chemical plant teaching and visiting equipment with augmented reality function, which is composed of a mobile car, a host computer and an augmented reality helmet; the mobile car is equipped with a camera for collecting scene data in the factory, which is transmitted to the The upper computer, the upper computer uses augmented reality technology to superimpose virtual information on the real scene data in the factory, and then transmits it to the augmented reality helmet, and the augmented reality helmet can enable the wearer to simulate a kind of walking in the factory The real three-dimensional immersive experience, and the virtual information superimposed on the scene can further learn the operating status and internal structure of each device in the factory; the wireless network is built by ZigBee and covers the entire factory.
所述移动小车是由STM32单片机控制驱动小车电机,按照设定的轨迹在工厂内移动,通过所述上位机控制所述移动小车的移动和停止;所述移动小车上的摄像机通过所述上位机控制其转动角度,以不同的视角采集工厂内场景数据;所述移动小车将采集的工厂内场景数据通过无线网络实时地传输到上位机。The mobile trolley is controlled by the STM32 single-chip microcomputer to drive the trolley motor, moves in the factory according to the set trajectory, and controls the movement and stop of the mobile trolley through the host computer; the camera on the mobile trolley is controlled by the host computer Control its rotation angle to collect scene data in the factory from different perspectives; the mobile car transmits the collected scene data in the factory to the host computer in real time through the wireless network.
所述上位机包括第一上位机和第二上位机,第一上位机位于所述移动小车上,用于接收所述移动小车采集的实时视频数据;第二上位机位于增强现实头盔上,第一上位机和第二上位机之间利用云服务器进行数据传输以及命令传递,并能够实现远程操控;第二上位机在接收到工厂内的实时数据之后,通过识别工厂内设备上的标识物,对各个设备进行识别定位,利用三维注册技术将虚拟信息叠加到真实的设备周围,得到增强现实的虚实混合数据,并且通过无线网络传输到所述增强现实头盔;所述移动小车的移动和停止、所述摄像机转动角度以及所述增强现实头盔中虚拟信息的显示,均通过第二上位机操控;所述虚拟信息包括工厂设备的文字介绍,以及设备的三维模型;所述三维模型是根据工厂设备内部的真实结构进行建模,能够模拟该设备的运行状态,并能够对三维模型进行一键拆解,直观展现其内部结构。The upper computer includes a first upper computer and a second upper computer, the first upper computer is located on the mobile car, and is used to receive the real-time video data collected by the mobile car; the second upper computer is located on the augmented reality helmet, and the second upper computer is located on the augmented reality helmet. The cloud server is used for data transmission and command transmission between the first host computer and the second host computer, and remote control can be realized; after receiving the real-time data in the factory, the second host computer recognizes the identification objects on the equipment in the factory, Identify and locate each device, use three-dimensional registration technology to superimpose virtual information around the real device, obtain augmented reality virtual and real mixed data, and transmit it to the augmented reality helmet through the wireless network; the movement and stop of the mobile car, The rotation angle of the camera and the display of the virtual information in the augmented reality helmet are controlled by the second host computer; the virtual information includes the text introduction of the factory equipment and the three-dimensional model of the equipment; the three-dimensional model is based on the factory equipment Modeling of the real internal structure can simulate the operating state of the device, and one-click disassembly of the 3D model can be performed to intuitively display its internal structure.
所述增强现实头盔通过无线网络从第二上位机接收经过叠加混合的工厂内场景数据,将其投影到头盔前方的镜片中。学员通过佩戴增强现实头盔模拟一种在工厂内行走的真三维沉浸式体验,并通过叠加的虚拟信息,如设备的三维模型进一步学习工厂内各个设备的运行状态以及内部构造。The augmented reality helmet receives superimposed and mixed scene data in the factory from the second host computer through the wireless network, and projects it into the lens in front of the helmet. Trainees simulate a real three-dimensional immersive experience of walking in the factory by wearing an augmented reality helmet, and further learn the operating status and internal structure of each equipment in the factory through superimposed virtual information, such as the three-dimensional model of the equipment.
本发明所述一种具有增强现实功能的化工厂教学参观设备还具有教师系统,所述教师系统通过第二上位机控制增强现实头盔中三维模型虚拟信息的显示,控制增强现实头盔中所模拟设备的运行状态,并能够对三维模型进行一键拆解;使学生能够更加直观、明了地学习化工生产过程各个设备的运行原理以及各个设备的内部构造;另一方面,所述教师系统通过第二上位机还能够控制移动小车的移动和停止以及控制摄像机的转动角度,以便观察工厂内感兴趣的设备。The teaching and visiting equipment of a chemical plant with augmented reality function described in the present invention also has a teacher system, and the teacher system controls the display of the virtual information of the three-dimensional model in the augmented reality helmet through the second host computer, and controls the simulated equipment in the augmented reality helmet operating status, and can disassemble the 3D model with one click; enable students to learn more intuitively and clearly the operating principle of each equipment in the chemical production process and the internal structure of each equipment; on the other hand, the teacher system through the second The upper computer can also control the movement and stop of the moving car and the rotation angle of the camera so as to observe the equipment of interest in the factory.
本发明所述一种具有增强现实功能的化工厂教学参观设备还具有远程学习功能,第一上位机和第二上位机通过云服务器进行数据传输以及命令控制,实现远程操作;同时,多组位于不同地点的第一上位机和第二上位机可以通过云服务器实现配对连接,而不是只能一对一连接,这样能够最大程度的实现资源共享,可以使资源得到最大的利用,使学生学习到更多的专业技能。The chemical plant teaching and visiting equipment with augmented reality function described in the present invention also has a remote learning function. The first upper computer and the second upper computer perform data transmission and command control through the cloud server to realize remote operation; at the same time, multiple groups located at The first host computer and the second host computer in different locations can be paired and connected through the cloud server, instead of only one-to-one connection, so that resource sharing can be realized to the greatest extent, resources can be utilized to the greatest extent, and students learn More professional skills.
由于采用上述技术方案,本发明提供的一种具有增强现实功能的化工厂教学参观设备,与现有技术相比具有这样的有益效果:Due to the adoption of the above technical solution, the present invention provides a chemical plant teaching and visiting equipment with augmented reality function, which has the following beneficial effects compared with the prior art:
采用增强现实技术,模拟一种在工厂内行走的真三维沉浸式体验,学生在获得真实体验的同时避免在工厂内真实参观的各种危险情况;Using augmented reality technology to simulate a true three-dimensional immersive experience of walking in the factory, students can avoid various dangerous situations in the factory while gaining real experience;
采用增强现实技术,将虚拟的设备模型叠加显示到真实的环境中,能够使教学更加生动形象,激发学生学习兴趣;Using augmented reality technology, the virtual equipment model is superimposed and displayed in the real environment, which can make the teaching more vivid and stimulate students' interest in learning;
具有远程学习功能,教学活动以及学生自主学习不受时间、空间的限制,使学习更加方便、自由;With distance learning function, teaching activities and students' independent learning are not limited by time and space, making learning more convenient and free;
实现资源共享化,使资源得到最大的利用,同时,学生能够获取更多的学习资源。Realize the sharing of resources, make the most use of resources, and at the same time, students can obtain more learning resources.
附图说明Description of drawings
图1是本发明整体示意图;Fig. 1 is the overall schematic diagram of the present invention;
图2是本发明结构示意图;Fig. 2 is a structural representation of the present invention;
图3是本发明三维注册技术的流程图;Fig. 3 is a flowchart of the three-dimensional registration technology of the present invention;
图4是本发明三维注册技术坐标关系转换图;Fig. 4 is a conversion diagram of the coordinate relationship of the three-dimensional registration technology of the present invention;
图5是本发明增强现实的场景效果图;Fig. 5 is the scene rendering of the augmented reality of the present invention;
图6是本发明三维设备模型的拆解效果图。Fig. 6 is a dismantling effect diagram of the three-dimensional equipment model of the present invention.
具体实施方式Detailed ways
下面结合附图与具体实施方式对本发明作进一步详细描述:Below in conjunction with accompanying drawing and specific embodiment the present invention is described in further detail:
本发明的一种具有增强现实功能的化工厂教学参观设备,如图1所示,该设备由移动小车、上位机和增强现实头盔组成。所述移动小车上安装有摄像机用于采集工厂内场景数据,通过无线网络传输到所述上位机,所述上位机采用增强现实技术将虚拟信息叠加到工厂内的真实场景数据中,再传输到增强现实头盔中,学员通过佩戴增强现实头盔模拟一种在工厂内行走的真三维沉浸式体验,并通过叠加到场景中的虚拟信息进一步学习工厂内各个设备的运行状态以及内部构造。所述无线网络由ZigBee搭建,覆盖整个工厂范围。A chemical plant teaching and visiting equipment with augmented reality function of the present invention, as shown in Figure 1, consists of a mobile car, a host computer and an augmented reality helmet. The mobile car is equipped with a camera to collect scene data in the factory, and transmits it to the host computer through a wireless network. The host computer uses augmented reality technology to superimpose virtual information on the real scene data in the factory, and then transmits it to the real scene data in the factory. In the augmented reality helmet, trainees simulate a true three-dimensional immersive experience of walking in the factory by wearing the augmented reality helmet, and further learn the operating status and internal structure of each equipment in the factory through the virtual information superimposed on the scene. The wireless network is built by ZigBee and covers the entire factory.
所述移动小车是由STM32单片机控制驱动小车电机,按照设定的轨迹在工厂内移动,通过所述上位机控制所述移动小车的移动和停止;所述移动小车上的摄像机通过所述上位机控制其转动角度,以不同的视角采集工厂内场景数据;所述移动小车将采集的工厂内场景数据通过无线网络实时地传输到上位机。The mobile trolley is controlled by the STM32 single-chip microcomputer to drive the trolley motor, moves in the factory according to the set trajectory, and controls the movement and stop of the mobile trolley through the host computer; the camera on the mobile trolley is controlled by the host computer Control its rotation angle to collect scene data in the factory from different perspectives; the mobile car transmits the collected scene data in the factory to the host computer in real time through the wireless network.
所述上位机包括第一上位机和第二上位机,第一上位机位于移动小车上,用于接收移动小车采集的实时视频数据;第二上位机位于增强现实头盔上,第一上位机和第二上位机之间利用云服务器进行数据传输以及命令传递,可实现远程操控,第二上位机在接收到工厂内的实时数据之后,通过识别工厂内设备上的标识物,对各个设备进行识别定位,利用三维注册技术将虚拟信息叠加到真实的设备周围,得到增强现实的虚实混合数据,并且通过无线网络传输到增强现实头盔。所述移动小车的移动和停止、所述摄像机转动角度以及所述增强现实头盔中虚拟信息的显示,均通过第二上位机操控;Described upper computer comprises first upper computer and second upper computer, and first upper computer is positioned at mobile dolly, is used to receive the real-time video data that mobile dolly collects; Second upper computer is positioned at augmented reality helmet, first upper computer and The second upper computer uses the cloud server for data transmission and command transmission, which can realize remote control. After receiving the real-time data in the factory, the second upper computer can identify each device by identifying the markers on the equipment in the factory. Positioning, using three-dimensional registration technology to superimpose virtual information around the real device, get augmented reality virtual and real mixed data, and transmit it to the augmented reality helmet through the wireless network. The movement and stop of the mobile car, the rotation angle of the camera and the display of virtual information in the augmented reality helmet are all controlled by the second host computer;
所述的虚拟信息包括设备的文字介绍,以及设备的三维模型。The virtual information includes a text introduction of the equipment and a three-dimensional model of the equipment.
所述三维模型是根据设备内部的真实结构进行建模的,可以模拟设备的运行状态,另外还可以对三维模型进行一键拆解,直观的展现其内部结构。The 3D model is modeled according to the real structure inside the device, which can simulate the running state of the device. In addition, the 3D model can be disassembled with one key to intuitively display its internal structure.
在本发明中采用基于人工标识物的视觉跟踪注册技术,通过识别放置在各个设备上不同的标识物,完成对各个设备的识别定位。所述三维注册技术,其实现流程图如图3所示,其整个三维注册过程包括如下步骤:In the present invention, the visual tracking and registration technology based on artificial markers is adopted to complete the identification and positioning of each device by identifying different markers placed on each device. The three-dimensional registration technology, its implementation flowchart is shown in Figure 3, and its entire three-dimensional registration process includes the following steps:
第一步:图像特征检测与描述,主要是提取图像中标识物的特征信息,对其特征进行描述,本发明中采用FAST(Features from Accelerated Segment Test)算法检测特征点,计算待检测像素点与邻域内像素点的灰度值,这些像素点分为三类:The first step: image feature detection and description, mainly to extract the feature information of the marker in the image, and describe its features. In the present invention, the FAST (Features from Accelerated Segment Test) algorithm is used to detect feature points, and the pixel points to be detected and The gray value of the pixels in the neighborhood, these pixels are divided into three categories:
其中d为待检测点C的邻域点,Id为该点的灰度值,IC为待检测点C的灰度值,t为自定义的阈值,-1,0,1分别表示点d比检测点C暗、相似或亮。如果存在n个连续像素点被检测为暗点(d=-1)或亮点(d=1),则判定该点为角点。另外,本发明采用ORB(oriented FASTandrotated BRIEF)算法对角点进行描述,该算法定义特征点的主方向为:Where d is the neighborhood point of the point C to be detected, I d is the gray value of the point, I C is the gray value of the point C to be detected, t is a custom threshold, and -1, 0, 1 represent points respectively d is darker, similar or brighter than detection point C. If there are n consecutive pixel points detected as dark points (d=-1) or bright points (d=1), it is determined that the point is a corner point. In addition, the present invention uses the ORB (oriented FASTandrotated BRIEF) algorithm to describe the corner points, which defines the main direction of the feature points as:
θ=a tan2(m01,m10)θ=a tan2(m 01 ,m 10 )
其中,为该像素x方向的区域灰度和,为该像素y方向的区域灰度和。定义描述符为:in, is the area gray level sum of the pixel in the x direction, is the area gray level sum of the pixel in the y direction. Define the descriptor as:
gn(p,θ)=fn(p)|(xi,yi)∈Sθ g n (p,θ)=f n (p)|( xi ,y i )∈S θ
其中,S为根据所选取的n组像素块对的中心像素点位置组合(xi,yi)定义的一个大小为2xn的矩阵。Wherein, S is a matrix with a size of 2xn defined according to the position combination ( xi , y i ) of the central pixel of the selected n groups of pixel block pairs.
第二步:进行特征匹配,从特征信息模板库中寻找相应的匹配标识物。The second step: perform feature matching, and search for corresponding matching identifiers from the feature information template library.
第三步:计算摄像机姿态,通过上述步骤识别出图像中的标识物,以该标识物所在平面为Z平面,建立右手坐标系,根据公式Step 3: Calculate the camera pose, identify the marker in the image through the above steps, take the plane where the marker is located as the Z plane, and establish a right-handed coordinate system, according to the formula
计算摄像机外参旋转矩阵R和平移向量T以及内参fu、fv、u0、v0、s,得到外参矩阵M1和内参矩阵M2,确定摄像机姿态得到投影矩阵M。Calculate the external parameter rotation matrix R and translation vector T of the camera and the internal parameters f u , f v , u 0 , v 0 , s to obtain the external parameter matrix M 1 and the internal parameter matrix M 2 , and determine the camera pose to obtain the projection matrix M.
第四步:虚实注册,以图像为投影平面,根据上一步计算的摄像机外参、内参,以图4所示的坐标转换顺序,对虚拟信息进行相应的投影变换,将其叠加到目标物上,实现增强现实效果。The fourth step: virtual and real registration, using the image as the projection plane, according to the external parameters and internal parameters of the camera calculated in the previous step, and the coordinate conversion sequence shown in Figure 4, perform corresponding projection transformation on the virtual information, and superimpose it on the target object , to achieve an augmented reality effect.
图2所示是本发明结构示意图。移动小车按照特定的轨迹在工厂内移动,利用安装在其上部的摄像机代替人眼观察工厂内环境,并通过无线网络将采集的工厂内场景数据传输到第一上位机;第一上位机和第二上位机之间利用云服务器进行数据传输以及命令传递,实现远程操控,同时位于不同工厂的第一上位机和不同地点的第二上位机能够互相连接,而不是只能一对一连接,实现资源的最大共享化;第二上位机在接收到工厂内的实时数据之后,通过识别工厂内设备上的标识物,对各个设备进行识别定位,利用三维注册技术将虚拟信息叠加到真实的设备周围,得到增强现实的虚实混合数据,并且通过无线网络传输到增强现实头盔,另一方面通过第二上位机进行课程设置以及对移动小车进行远程控制,例如控制增强现实头盔中虚拟三维模型的显示、移动小车的起停以及摄像机的转动角度等;增强现实头盔将接收到的影像投影到其前方的镜片上,学生佩戴增强现实头盔就会看到经过增强现实之后的工厂内场景,移动小车代替学生在工厂内行走,摄像机代替人眼进行观察,模拟一种在工厂内行走的沉浸式体验,并通过虚拟的设备的三维模型学习各个设备的内部结构,了解其运行状态。Figure 2 is a schematic diagram of the structure of the present invention. The mobile car moves in the factory according to a specific trajectory, and uses the camera installed on its upper part to replace the human eyes to observe the factory environment, and transmits the collected scene data in the factory to the first host computer through the wireless network; the first host computer and the second host computer The two host computers use the cloud server for data transmission and command transmission to realize remote control. At the same time, the first host computer located in different factories and the second host computer at different locations can be connected to each other, instead of only one-to-one connection, to achieve Maximum sharing of resources; after the second host computer receives the real-time data in the factory, it identifies and locates each device by identifying the markers on the equipment in the factory, and uses three-dimensional registration technology to superimpose virtual information around the real equipment , get the virtual and real mixed data of augmented reality, and transmit it to the augmented reality helmet through the wireless network, on the other hand, set the course and remotely control the mobile car through the second host computer, such as controlling the display of the virtual 3D model in the augmented reality helmet, The start and stop of the mobile car and the rotation angle of the camera, etc.; the augmented reality helmet projects the received image onto the lens in front of it, and the students wearing the augmented reality helmet will see the scene in the factory after the augmented reality, and the mobile car replaces the students Walking in the factory, the camera replaces human eyes to observe, simulates an immersive experience of walking in the factory, and learns the internal structure of each device through the virtual three-dimensional model of the device to understand its operating status.
所述的增强现实头盔通过无线网络接收虚实混合的工厂内场景数据,将其投影的头盔前方的镜片中,学员通过佩戴增强现实头盔模拟一种在工厂内行走的真三维沉浸式体验,并通过叠加的虚拟信息,如设备的三维模型进一步学习工厂内各个设备的运行状态以及内部构造。The augmented reality helmet receives the mixed virtual and real scene data in the factory through the wireless network, and projects it into the lens in front of the helmet. By wearing the augmented reality helmet, the trainees simulate a true three-dimensional immersive experience of walking in the factory, and pass The superimposed virtual information, such as the three-dimensional model of the equipment, further learns the operating status and internal structure of each equipment in the factory.
图5所示是本发明增强现实的场景效果。将一个虚拟的发动机三维模型通过增强现实技术放到真实的环境中,学生通过佩戴增强现实头盔就能看到发动机模型真实的放置在环境中,并且能够模拟运行状态,就像一个真实的发动机在眼前运行一样。另外,图6所示是本发明三维设备模型的拆解效果图,对虚拟设备的三维模型进行一键拆解,显示出设备的各个组成部分,这样使学生能够更直观的了解设备的内部构造。Fig. 5 shows the scene effect of the augmented reality of the present invention. Put a virtual three-dimensional engine model into the real environment through augmented reality technology, and students can see the engine model is actually placed in the environment by wearing the augmented reality helmet, and can simulate the running state, just like a real engine in the It works the same as before. In addition, Figure 6 shows the dismantling effect diagram of the three-dimensional equipment model of the present invention. The three-dimensional model of the virtual equipment is disassembled with one key, and the various components of the equipment are displayed, so that students can understand the internal structure of the equipment more intuitively. .
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Cited By (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108958491A (en) * | 2018-08-01 | 2018-12-07 | 林向阳 | Long-range experiential method and its system |
| CN109947242A (en) * | 2019-02-26 | 2019-06-28 | 贵州翰凯斯智能技术有限公司 | A kind of factory's virtual application system and application method based on information fusion |
| CN110062221A (en) * | 2019-04-16 | 2019-07-26 | 杭州坤天自动化系统有限公司 | Intelligent simulation device and method based on mixed reality technology |
| CN111182286A (en) * | 2019-12-31 | 2020-05-19 | 广州幻境科技有限公司 | Underwater visiting method and system based on augmented reality |
| CN113421343A (en) * | 2021-05-27 | 2021-09-21 | 深圳市晨北科技有限公司 | Method for observing internal structure of equipment based on augmented reality |
| CN114038260A (en) * | 2021-10-28 | 2022-02-11 | 徐州嘉恒智能科技有限公司 | AR glasses-based coal mine safety operation training method |
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- 2017-12-18 CN CN201711365336.8A patent/CN108109460A/en active Pending
Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108958491A (en) * | 2018-08-01 | 2018-12-07 | 林向阳 | Long-range experiential method and its system |
| CN109947242A (en) * | 2019-02-26 | 2019-06-28 | 贵州翰凯斯智能技术有限公司 | A kind of factory's virtual application system and application method based on information fusion |
| CN110062221A (en) * | 2019-04-16 | 2019-07-26 | 杭州坤天自动化系统有限公司 | Intelligent simulation device and method based on mixed reality technology |
| CN111182286A (en) * | 2019-12-31 | 2020-05-19 | 广州幻境科技有限公司 | Underwater visiting method and system based on augmented reality |
| CN113421343A (en) * | 2021-05-27 | 2021-09-21 | 深圳市晨北科技有限公司 | Method for observing internal structure of equipment based on augmented reality |
| CN113421343B (en) * | 2021-05-27 | 2024-06-04 | 深圳市晨北科技有限公司 | Method based on internal structure of augmented reality observation equipment |
| CN114038260A (en) * | 2021-10-28 | 2022-02-11 | 徐州嘉恒智能科技有限公司 | AR glasses-based coal mine safety operation training method |
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