CN106980919A - A kind of engineering information management method and system - Google Patents
A kind of engineering information management method and system Download PDFInfo
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Abstract
本发明涉及工程技术领域,具体涉及一种工程信息管理方法及系统,一种工程信息管理方法,获取监控区域内的视频图像信息;对所述视频图像信息进行分析,根据分析结果确定实际进入施工现场的施工管理人员的信息;从人员信息管理系统获取由所述视频图像分析确定的实际进入施工现场的施工管理人员的信息,从工程生产监测系统中获取第一人员信息,根据所述施工管理人员信息和第一人员信息对施工管理人员信息进行监测管理,通过对视频图像进行分析能及时准确的对施工管理人员进入施工现场进行监督管理,避免了管理漏洞,方便了工程建设中的监督管理和信息快速高效交流。
The present invention relates to the field of engineering technology, in particular to an engineering information management method and system, and an engineering information management method, which acquires video image information in a monitoring area; analyzes the video image information, and determines the actual entry into construction according to the analysis result. The information of the construction management personnel at the scene; the information of the construction management personnel who actually enter the construction site determined by the video image analysis is obtained from the personnel information management system, and the first personnel information is obtained from the engineering production monitoring system. According to the construction management The personnel information and the first personnel information monitor and manage the information of the construction management personnel. Through the analysis of the video images, the construction management personnel can be timely and accurately supervised and managed to enter the construction site, avoiding management loopholes and facilitating the supervision and management of the project construction. and exchange information quickly and efficiently.
Description
技术领域technical field
本发明涉及工程技术领域,具体涉及一种工程信息管理方法及系统。The invention relates to the field of engineering technology, in particular to an engineering information management method and system.
背景技术Background technique
在工程建设中,近年来施工事故不断发生,大部分原因是总包单位以包代管,对现场缺乏监督和管理,对施工管理人员缺乏有效的监督管理,施工管理人员的信息管理不健全,缺乏在整个工程期的全面有效监督管理。In engineering construction, construction accidents have occurred continuously in recent years. Most of the reasons are that the general contractor is entrusted with the contract, lacks supervision and management of the site, lacks effective supervision and management of construction managers, and the information management of construction managers is not perfect. Lack of comprehensive and effective supervision and management throughout the project period.
在建设工程现场,现有的工程分包系统不能有效对施工管理人员进行监督,进而为工程现场造成了安全隐患,也难以对施工管理人员进行信息管理考核,不能便随时访问并获取相关工程信息,不方便了工程建设中的监督管理和信息快速高效交流。At the construction project site, the existing project subcontracting system cannot effectively supervise the construction management personnel, thereby causing safety hazards for the project site, and it is also difficult to conduct information management assessment on the construction management personnel, and it is impossible to access and obtain relevant project information at any time , It is inconvenient for the supervision and management and the rapid and efficient exchange of information in the construction of the project.
发明内容Contents of the invention
为解决现有技术的问题,本发明提供了一种对施工管理人员进行有效管理的一种工程信息管理方法及系统。In order to solve the problems in the prior art, the present invention provides an engineering information management method and system for effectively managing construction managers.
为了达到上述目的,本发明采用以下技术方案:一种工程信息管理方法,获取监控区域内的视频图像信息;对所述视频图像信息进行分析,根据分析结果确定实际进入施工现场的的施工管理人员的信息;从人员信息管理系统获取由所述视频图像分析确定的实际进入施工现场的的施工管理人员的信息,从工程生产监测系统中获取第一人员信息,根据所述施工管理人员信息和第一人员信息对施工管理人员信息进行监测管理。In order to achieve the above object, the present invention adopts the following technical solutions: a project information management method, which acquires video image information in the monitoring area; analyzes the video image information, and determines the construction management personnel who actually enter the construction site according to the analysis results information; from the personnel information management system, the information of the construction management personnel who actually entered the construction site determined by the video image analysis is obtained, and the first personnel information is obtained from the engineering production monitoring system. According to the construction management personnel information and the first 1. Personnel information Monitor and manage the construction management personnel information.
进一步的对获取的视频图像进行分析,根据所述分析结果确定出现在所述预设监控区域内的目标人员的运动方向;所述管理终端根据确定的所述目标人员的运动方向,根据确定的所述现场施工管理人员的运动方向,所述运动方向包括进入或外出。further analyzing the acquired video images, and determining the movement direction of the target person appearing in the preset monitoring area according to the analysis result; the management terminal according to the determined movement direction of the target person, according to the determined The movement direction of the on-site construction management personnel, where the movement direction includes entering or going out.
进一步的对获取的视频图像进行分析,获得所述人脸的形状特征;将所述人脸的形状特征与人员信息管理系统中所有模板图像的形状特征逐一进行匹配,得到与所述人脸最近似的模板图像,确定模板图像对应的人员信息管理系统中的现场施工管理人员信息。Further analyze the acquired video image to obtain the shape feature of the human face; match the shape feature of the human face with the shape features of all template images in the personnel information management system one by one to obtain the closest A similar template image is used to determine the on-site construction management personnel information in the personnel information management system corresponding to the template image.
进一步的对施工管理人员管理信息进行归纳统计,归纳统计贯穿于施工的整个过程,在工程结束后,在工程信息处理终端处制作该施工管理人员管理信息,由工程信息系统对该信息分析,并进行处理更新保存。Further, inductive statistics are carried out on the management information of construction management personnel. The inductive statistics run through the entire process of construction. After the project is completed, the management information of the construction management personnel is produced at the project information processing terminal, and the information is analyzed by the engineering information system. Process and update save.
一种工程信息管理系统,包括第一获取单元,获取监控区域内的视频图像信息;分析单元,用于对获取的图像进行分析,对所述视频图像信息进行分析,根据分析结果确定实际进入施工现场的的施工管理人员的信息;第二获取单元,从人员信息管理系统获取由所述视频图像分析确定的实际进入施工现场的的施工管理人员的信息,第三获取单元,从工程生产监测系统中获取第一人员信息,监测单元,用于根据所述施工管理人员信息和第一人员信息对施工管理人员信息进行监测管理。An engineering information management system, comprising a first acquisition unit, which acquires video image information in a monitoring area; an analysis unit, which is used to analyze the acquired image, analyze the video image information, and determine the actual entry into construction according to the analysis result The information of the construction management personnel on site; the second acquisition unit obtains the information of the construction management personnel actually entering the construction site determined by the video image analysis from the personnel information management system; the third acquisition unit obtains the information from the engineering production monitoring system Acquiring the first personnel information, the monitoring unit is used to monitor and manage the construction management personnel information according to the construction management personnel information and the first personnel information.
进一步的所述分析单元包括:测试样本获取模块,用于获取测试图像的样本,判定模块,用于判断检测到的测试图像的样本是否满足预设属性条;确定所述测试图像对应的人员信息管理系统的现场施工管理人员信息。Further, the analysis unit includes: a test sample acquisition module, used to acquire a sample of the test image, and a determination module, used to determine whether the detected sample of the test image satisfies the preset attribute bar; determine the personnel information corresponding to the test image On-site construction management personnel information of the management system.
进一步的第二获取单元还包括查询模块,用于根据所述施工管理人员组织岗位从所述人员信息管理系统中查询所述组织岗位的施工管理人员信息;以及存储模块,用于将查询结果存储于数据表中并将所述查询结果作为所述施工管理人员信息。The further second acquisition unit also includes a query module, configured to query the construction management personnel information of the organization position from the personnel information management system according to the organization position of the construction management personnel; and a storage module, configured to store the query result In the data table, use the query result as the construction manager information.
进一步的所述监测单元包括:匹配模块,用于将所述现场施工管理人员信息和所述第一人员信息进行匹配,得到匹配结果;确定模块,用于根据所述匹配结果确定所述第一人员信息中的异常人员信息;第一监测模块,用于对所述异常人员信息进行监测。Further, the monitoring unit includes: a matching module, configured to match the on-site construction management personnel information with the first personnel information to obtain a matching result; a determining module, configured to determine the first person according to the matching result. Abnormal personnel information in the personnel information; a first monitoring module, configured to monitor the abnormal personnel information.
进一步的以及所述系统还包括:修正单元,用于根据所述第一人员信息对所述异常施工管理人员信息进行修正;以及更新单元,用于将修正后的异常人员信息更新至所述工程生产监测系统中。Furthermore, the system further includes: a correction unit, configured to correct the abnormal construction management personnel information according to the first personnel information; and an update unit, configured to update the corrected abnormal personnel information to the project production monitoring system.
本发明获取监控区域内的视频图像信息,对所述视频图像信息进行分析,根据分析结果确定实际进入施工现场的的施工管理人员的信息,从人员信息管理系统获取由所述视频图像分析确定的实际进入施工现场的的施工管理人员的信息,从工程生产监测系统中获取第一人员信息,根据所述施工管理人员信息和第一人员信息对施工管理人员信息进行监测管理,通过对视频图像进行分析能及时准确的对施工管理人员进入施工现场进行监督管理,避免了管理漏洞,方便了工程建设中的监督管理和信息快速高效交流。The present invention obtains the video image information in the monitoring area, analyzes the video image information, determines the information of the construction management personnel actually entering the construction site according to the analysis results, and obtains the information determined by the video image analysis from the personnel information management system. The information of the construction management personnel who actually entered the construction site is obtained from the project production monitoring system, and the information of the construction management personnel is monitored and managed according to the information of the construction management personnel and the information of the first personnel. The analysis can timely and accurately supervise and manage construction management personnel entering the construction site, avoid management loopholes, and facilitate supervision and management and information exchange during project construction.
附图说明Description of drawings
图1是本发明工程信息管理方法流程示意图。Fig. 1 is a schematic flow chart of the engineering information management method of the present invention.
图2是本发明工程信息管理系统示意图。Fig. 2 is a schematic diagram of the engineering information management system of the present invention.
图3是本发明工程信息统计方法流程示意图。Fig. 3 is a schematic flow chart of the engineering information statistics method of the present invention.
具体实施方式detailed description
下面通过实施例对本发明做进一步详细说明,实施例仅用来说明本发明,并不限制本发明的范围。The present invention is described in further detail below by embodiment, and embodiment is only used for illustrating the present invention, does not limit the scope of the present invention.
如图1、3所示一种工程信息管理方法的一个实施例,获取监控区域内的视频图像信息;对所述视频图像信息进行分析,根据分析结果确定实际进入施工现场的的施工管理人员的信息;从人员信息管理系统获取由所述视频图像分析确定的实际进入施工现场的的施工管理人员的信息,其中,所述实际进入施工现场的的施工管理人员的信息为所述人员信息管理系统中存储的人员信息,所述人员信息管理系统用于对施工管理人员信息进行监测;从工程生产监测系统中获取第一人员信息,其中,所述第一人员信息为所述工程生产监测系统中存储的施工管理人员信息,所述工程生产监测系统用于对所述工程系统的生产信息进行监控,所述生产信息包括人员信息、设备信息和运行信息;根据所述施工管理人员信息和第一人员信息对施工管理人员信息进行监测管理。将所述施工管理人员信息和所述第一人员信息进行匹配,得到匹配结果;根据所述匹配结果确定所述第一人员信息中的异常人员信息;以及对所述异常人员信息进行监测。An embodiment of a method for engineering information management as shown in Figures 1 and 3, the video image information in the monitoring area is obtained; the video image information is analyzed, and the construction management personnel who actually enter the construction site are determined according to the analysis results. Information; the information of the construction management personnel actually entering the construction site determined by the video image analysis is acquired from the personnel information management system, wherein the information of the construction management personnel actually entering the construction site is the information of the personnel information management system The personnel information stored in the personnel information management system is used to monitor the construction management personnel information; the first personnel information is obtained from the engineering production monitoring system, wherein the first personnel information is in the engineering production monitoring system Stored construction management personnel information, the engineering production monitoring system is used to monitor the production information of the engineering system, the production information includes personnel information, equipment information and operation information; according to the construction management personnel information and the first Personnel information monitors and manages construction management personnel information. Matching the construction management personnel information with the first personnel information to obtain a matching result; determining abnormal personnel information in the first personnel information according to the matching result; and monitoring the abnormal personnel information.
对获取的视频图像进行分析,根据所述分析结果确定出现在所述预设监控区域内的目标人员的运动方向;所述管理终端根据确定的所述目标人员的运动方向,根据确定的所述现场施工管理人员的运动方向,所述运动方向包括进入或外出,及时统计实际进入施工现场的施工管理人员信息如数量等信息,用于获取监控区域内的现场施工管理人员的当前统计值,所述实际进入施工现场的管理人员数量的当前统计值为到当前时刻为止检测到的出现在所述监控区域内的施工管理人员的数量与检测到的从所述监控区域内消失的现场施工管理人员的数量的差值,可以通过网络摄像机的纯视频技术来对预设监控区域内的施工管理人员进行监控和统计,得到当前预设监控区域的客流统计值,视频采集模块和数字信号处理运算模块,视频采集模块用于获取预设监控区域内的实时视频的视频图像信息,并可以对视频图像信息进行加亮以提高对比度等简单图像处理,以提高画面的清晰度,提高对人员的检测精度;数字信号处理运算模块用于对采集到的视频图像信息进行模式识别,识别出视频中出现的所有人员(可以是任意一个第一目标人员)以及这些人员的运动方向,并根据他们的运动方向确定其是进入预设区域还是从预设区域出来。Analyzing the acquired video images, determining the movement direction of the target person appearing in the preset monitoring area according to the analysis result; the management terminal according to the determined movement direction of the target person, according to the determined The movement direction of the on-site construction management personnel, the movement direction includes entering or going out, timely statistics of information such as the number of construction management personnel actually entering the construction site, used to obtain the current statistical value of the on-site construction management personnel in the monitoring area, so The current statistical value of the number of management personnel actually entering the construction site is the number of construction management personnel detected in the monitoring area up to the current moment and the number of on-site construction management personnel detected to disappear from the monitoring area The difference in the number of the network camera can be used to monitor and count the construction management personnel in the preset monitoring area through the pure video technology of the network camera, and obtain the passenger flow statistics value of the current preset monitoring area, the video acquisition module and the digital signal processing operation module , the video acquisition module is used to obtain the video image information of the real-time video in the preset monitoring area, and can perform simple image processing such as highlighting the video image information to improve the contrast, so as to improve the clarity of the picture and improve the detection accuracy of personnel ; The digital signal processing operation module is used to carry out pattern recognition on the collected video image information, to identify all persons appearing in the video (it can be any first target person) and the movement direction of these persons, and according to their movement direction Determine whether it is entering or exiting a preset area.
对施工管理人员管理信息进行归纳统计,归纳统计贯穿于施工的整个过程,在工程结束后,在工程信息处理终端处制作该施工管理人员管理信息,信息终端即为信道的两端,信道是指通信的通道,是信号传输的媒介,电脑、手机、等都是信息终端,并发送给管理系统,由工程信息系统对该信息分析,并进行处理更新保存。以便终端设备随时访问并获取信息。Inductive statistics are carried out on the management information of construction management personnel, which runs through the entire construction process. After the project is completed, the management information of the construction management personnel is produced at the project information processing terminal. The information terminal is the two ends of the channel, and the channel refers to The communication channel is the medium of signal transmission. Computers, mobile phones, etc. are all information terminals, which are sent to the management system, and the engineering information system analyzes the information, processes, updates and saves it. So that terminal equipment can access and obtain information at any time.
一种工程信息管理方法的另一个实施例,获取监控区域内的视频图像信息;对所述视频图像信息进行分析,根据分析结果确定实际进入施工现场的的施工管理人员的信息;从人员信息管理系统获取由所述视频图像分析确定的实际进入施工现场的的施工管理人员的信息,其中,所述实际进入施工现场的的施工管理人员的信息为所述人员信息管理系统中存储的人员信息,所述人员信息管理系统用于对施工管理人员信息进行监测;从工程生产监测系统中获取第一人员信息,其中,所述第一人员信息为所述工程生产监测系统中存储的施工管理人员信息,所述工程生产监测系统用于对所述工程系统的生产信息进行监控,所述生产信息包括人员信息、设备信息和运行信息;根据所述施工管理人员信息和第一人员信息对施工管理人员信息进行监测管理。将所述施工管理人员信息和所述第一人员信息进行匹配,得到匹配结果;根据所述匹配结果确定所述第一人员信息中的异常人员信息;以及对所述异常人员信息进行监测。Another embodiment of a method for engineering information management is to obtain video image information in a monitoring area; analyze the video image information, and determine the information of the construction management personnel actually entering the construction site according to the analysis results; from personnel information management The system acquires the information of the construction management personnel actually entering the construction site determined by the video image analysis, wherein the information of the construction management personnel actually entering the construction site is the personnel information stored in the personnel information management system, The personnel information management system is used to monitor the information of the construction management personnel; obtain the first personnel information from the engineering production monitoring system, wherein the first personnel information is the construction management personnel information stored in the engineering production monitoring system , the engineering production monitoring system is used to monitor the production information of the engineering system, the production information includes personnel information, equipment information and operation information; according to the construction management personnel information and the first personnel information to monitor the construction management personnel Information is monitored and managed. Matching the construction management personnel information with the first personnel information to obtain a matching result; determining abnormal personnel information in the first personnel information according to the matching result; and monitoring the abnormal personnel information.
采用对获取的视频图像进行分析,获得所述人脸的形状特征;将所述人脸的形状特征与人员信息管理系统中所有模板图像的形状特征逐一进行匹配,得到与所述人脸最近似的模板图像,确定模板图像对应的人员信息管理系统中的现场施工管理人员信息,人脸分析系统包括人脸形状抽取模块,用于对所述图像样本进行人脸检测,获得所述人脸形状特征,人脸形状匹配模块,用于将所述人脸的形状特征与模板图像数据库中所用模板图像的形状特征逐一进行匹配,得到与所述人脸最近似的模板图像,The acquired video image is analyzed to obtain the shape feature of the human face; the shape feature of the human face is matched with the shape features of all template images in the personnel information management system one by one to obtain the closest approximation to the human face template image, determine the on-site construction management personnel information in the personnel information management system corresponding to the template image, and the face analysis system includes a face shape extraction module for performing face detection on the image sample to obtain the face shape Feature, the human face shape matching module is used to match the shape feature of the human face with the shape feature of the template image used in the template image database one by one to obtain the most similar template image with the human face,
对施工管理人员管理信息进行归纳统计,归纳统计贯穿于施工的整个过程,在工程结束后,在工程信息处理终端处制作该施工管理人员管理信息,信息终端即为信道的两端,信道是指通信的通道,是信号传输的媒介,电脑、手机、等都是信息终端,并发送给管理系统,由工程信息系统对该信息分析,并进行处理更新保存。以便终端设备随时访问并获取信息。Inductive statistics are carried out on the management information of construction management personnel, which runs through the entire construction process. After the project is completed, the management information of the construction management personnel is produced at the project information processing terminal. The information terminal is the two ends of the channel, and the channel refers to The communication channel is the medium of signal transmission. Computers, mobile phones, etc. are all information terminals, which are sent to the management system, and the engineering information system analyzes the information, processes, updates and saves it. So that terminal equipment can access and obtain information at any time.
如图2所示一种工程信息管理系统,其特征在于,包括第一获取单元,获取监控区域内的视频图像信息;分析单元,用于对获取的图像进行分析,对所述视频图像信息进行分析,根据分析结果确定实际进入施工现场的的施工管理人员的信息;第二获取单元,从人员信息管理系统获取由所述视频图像分析确定的实际进入施工现场的的施工管理人员的信息,第三获取单元,从工程生产监测系统中获取第一人员信息,监测单元,用于根据所述施工管理人员信息和第一人员信息对施工管理人员信息进行监测管理。A kind of engineering information management system as shown in Figure 2, it is characterized in that, comprises the first acquisition unit, acquires the video image information in the monitoring area; Analysis unit, is used for analyzing the image that obtains, and carries out described video image information analysis, according to the analysis results to determine the information of the construction management personnel who actually entered the construction site; the second acquisition unit acquires the information of the construction management personnel who actually entered the construction site determined by the video image analysis from the personnel information management system, and the first 3. An acquisition unit, which acquires the first personnel information from the engineering production monitoring system, and a monitoring unit, which is used to monitor and manage the construction management personnel information according to the construction management personnel information and the first personnel information.
所述分析单元包括:测试样本获取模块,用于获取测试图像的样本,判定模块,用于判断检测到的测试图像的样本是否满足预设属性条;确定所述测试图像对应的人员信息管理系统的现场施工管理人员信息,用于确定施工管理人员组织岗位信息,其中,所述人员信息管理系统中预先存储有至少一个组织岗位的施工管理人员信息。The analysis unit includes: a test sample acquisition module, used to obtain a sample of the test image, and a determination module, used to determine whether the detected sample of the test image satisfies the preset attribute bar; determine the personnel information management system corresponding to the test image The on-site construction management personnel information is used to determine the organizational position information of the construction management personnel, wherein the personnel information management system pre-stores the construction management personnel information of at least one organizational position.
第二获取单元还包括查询模块,用于根据所述施工管理人员组织岗位从所述人员信息管理系统中查询所述组织岗位的施工管理人员信息;以及存储模块,用于将查询结果存储于数据表中并将所述查询结果作为所述施工管理人员信息,所述监测单元包括:匹配模块,用于将所述现场施工管理人员信息和所述第一人员信息进行匹配,得到匹配结果;确定模块,用于根据所述匹配结果确定所述第一人员信息中的异常人员信息;第一监测模块,用于对所述异常人员信息进行监测。The second acquisition unit also includes a query module, which is used to query the construction management personnel information of the organization position from the personnel information management system according to the organization position of the construction management personnel; and a storage module, which is used to store the query result in the data In the table, the query result is used as the construction management personnel information, and the monitoring unit includes: a matching module, which is used to match the on-site construction management personnel information with the first personnel information to obtain a matching result; determine A module for determining abnormal person information in the first person information according to the matching result; a first monitoring module for monitoring the abnormal person information.
以及所述系统还包括:修正单元,用于根据所述第一人员信息对所述异常施工管理人员信息进行修正;以及更新单元,用于将修正后的异常人员信息更新至所述工程生产监测系统中。And the system further includes: a correction unit for correcting the abnormal construction management personnel information according to the first personnel information; and an updating unit for updating the corrected abnormal personnel information to the engineering production monitoring system.
本领域内的技术人员应明白,本发明的实施例可提供为方法、系统、或计算机程序产品。因此,本发明可采用完全硬件实施例、完全软件实施例、或结合软件和硬件方面的实施例的形式。而且,本发明可采用在一个或多个其中包含有计算机可用程序代码的计算机可用存储介质(包括但不限于磁盘存储器和光学存储器等)上实施的计算机程序产品的形式。Those skilled in the art should understand that the embodiments of the present invention may be provided as methods, systems, or computer program products. Accordingly, the present invention can take the form of an entirely hardware embodiment, an entirely software embodiment, or an embodiment combining software and hardware aspects. Furthermore, the present invention may take the form of a computer program product embodied on one or more computer-usable storage media (including but not limited to disk storage and optical storage, etc.) having computer-usable program code embodied therein.
本发明是参照根据本发明实施例的方法、设备(系统)、和计算机程序产品的流程图和/或方框图来描述的。应理解可由计算机程序指令实现流程图和/或方框图中的每一流程和/或方框、以及流程图和/或方框图中的流程和/或方框的结合。可提供这些计算机程序指令到通用计算机、专用计算机、嵌入式处理机或其他可编程数据处理设备的处理器以产生一个机器,使得通过计算机或其他可编程数据处理设备的处理器执行的指令产生用于实现在流程图一 个流程或多个流程和/或方框图一个方框或多个方框中指定的功能的装置。The present invention is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the invention. It should be understood that each procedure and/or block in the flowchart and/or block diagram, and a combination of procedures and/or blocks in the flowchart and/or block diagram can be realized by computer program instructions. These computer program instructions may be provided to a general purpose computer, special purpose computer, embedded processor, or processor of other programmable data processing equipment to produce a machine such that the instructions executed by the processor of the computer or other programmable data processing equipment produce a An apparatus for realizing the functions specified in one or more procedures of the flowchart and/or one or more blocks of the block diagram.
这些计算机程序指令也可存储在能引导计算机或其他可编程数据处理设备以特定方式工作的计算机可读存储器中,使得存储在该计算机可读存储器中的指令产生包括指令装置的制造品,该指令装置实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能。These computer program instructions may also be stored in a computer-readable memory capable of directing a computer or other programmable data processing apparatus to operate in a specific manner, such that the instructions stored in the computer-readable memory produce an article of manufacture comprising instruction means, the instructions The device realizes the function specified in one or more procedures of the flowchart and/or one or more blocks of the block diagram.
这些计算机程序指令也可装载到计算机或其他可编程数据处理设备上,使得在计算机或其他可编程设备上执行一系列操作步骤以产生计算机实现的处理,从而在计算机或其他可编程设备上执行的指令提供用于实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能的步骤。These computer program instructions can also be loaded onto a computer or other programmable data processing device, causing a series of operational steps to be performed on the computer or other programmable device to produce a computer-implemented process, thereby The instructions provide steps for implementing the functions specified in the flow chart or blocks of the flowchart and/or the block or blocks of the block diagrams.
显然,本领域的技术人员可以对本发明进行各种改动和变型而不脱离本发明的精神和范围。这样,倘若本发明的这些修改和变型属于本发明权利要求及其等同技术的范围之内,则本发明也意图包含这些改动和变型在内。Obviously, those skilled in the art can make various changes and modifications to the present invention without departing from the spirit and scope of the present invention. Thus, if these modifications and variations of the present invention fall within the scope of the claims of the present invention and equivalent technologies thereof, the present invention also intends to include these modifications and variations.
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