WO2020134710A1 - 一种通用数据采集方法及装置 - Google Patents
一种通用数据采集方法及装置 Download PDFInfo
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- WO2020134710A1 WO2020134710A1 PCT/CN2019/119278 CN2019119278W WO2020134710A1 WO 2020134710 A1 WO2020134710 A1 WO 2020134710A1 CN 2019119278 W CN2019119278 W CN 2019119278W WO 2020134710 A1 WO2020134710 A1 WO 2020134710A1
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/20—Image preprocessing
- G06V10/22—Image preprocessing by selection of a specific region containing or referencing a pattern; Locating or processing of specific regions to guide the detection or recognition
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/10—Image acquisition
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- the present application relates to the field of data collection, in particular to a general data collection method, device and server.
- a general data collection method includes: acquiring an image, the image is a device image containing data information; extracting feature information in the image, and identifying device information in the image based on the feature information; when recognized When the device information in the image is used, data of one or more data areas is extracted from the image according to the data collection strategy corresponding to the device information.
- a general data acquisition device includes: an image acquisition unit for acquiring an image, the image being a device image containing data information; a feature extraction unit for extracting feature information in the image; and an identification unit for The characteristic information identifies the device information in the image; the data collection unit is used to extract one from the image according to the data collection strategy corresponding to the device information when the device information in the image is identified Or data from multiple data areas.
- a non-transitory computer-readable storage medium stores computer-executable instructions, and the computer-executable instructions are used to perform the methods described in the above aspects.
- FIG. 1 is a schematic flowchart of a first embodiment of a general data collection method disclosed in this application;
- Figure 2 is a schematic diagram of a certain type of rowing machine equipment
- Figure 3 is a schematic diagram of the data collection interface
- Figure 4 is another schematic diagram of the data collection interface
- FIG. 5 is a schematic flowchart of a second embodiment of a general data collection method disclosed in this application.
- FIG. 6 is a schematic structural diagram of a universal data collection device disclosed in this application.
- FIG. 7 is a schematic structural diagram of a universal data collection terminal disclosed in this application.
- Step 101 Acquire an image, which is an image of a device containing data information; specifically, it can be collected when needed When the data of the device, the camera is automatically turned on to take a picture, and the image of the device containing the data information is obtained.
- acquiring the image through the above-mentioned method is only a preferred embodiment provided by the present application, and is not limited to the present application.
- the device image containing data information can also be obtained through other methods, such as downloading the device image from the network.
- Step 102 Extract feature information in the image, and identify device information in the image based on the feature information; specifically, extracting feature information in the image through image recognition in this embodiment of the present application can extract appearance information of the device ,
- the appearance information includes but is not limited to device nameplate information, display screen ratio information, display color information, operation button information, confirm device information based on the appearance information; one or more data areas in the image may also be extracted, based on The position information of the one or more data areas in the image and/or the relative position between the plurality of data areas confirm the device information.
- the device information matching the feature information may be searched on the network side according to the extracted feature information.
- step 103 when the device information in the image is identified, the data of one or more data regions is extracted from the image according to the data collection strategy corresponding to the device information.
- the user terminal stores a list in which multiple different device information and corresponding collection strategies are recorded.
- the collection strategy includes a scheme for identifying device information and a scheme for extracting data.
- the scheme for identifying device information which specifically describes the characteristic information required to identify a certain model of equipment, such as appearance information and/or the location information of the data area; the scheme for extracting data, which specifically describes the area where a certain model of equipment needs to extract data, specific performance To identify the data area that needs to be extracted in the device image, extract the data from the above area.
- Step 104 Display a collection interface corresponding to the device information, and correspondingly display the extracted data of one or more data areas in an editable box in the collection interface.
- the collection interface for determining the data collection strategy is shown in the figure. After successfully identifying the device information in the image, according to the data collection strategy corresponding to the device information, the collection interface prompts that data should be extracted in the collection area 1 and the collection area 2. By performing character recognition on the collection area 1 and the collection area 2, the data is extracted. As shown in FIG. 3, the data extracted in the collection area 1 is "001", and the data extracted in the collection area 2 is "111".
- the collection interface is shown in Figure 4.
- the data corresponding to each collection area is displayed in the corresponding editing area: "001" is correspondingly displayed in the editable box “Collection Area 1 Data:”, and "111” is correspondingly displayed in the editable box “Collection Area 2 Data” :”in.
- Users can check and modify and save after confirmation.
- data can be signed by peripherals including but not limited to near field communication NFC, global positioning system GPS, Bluetooth BlueTooth, etc., to ensure the credibility of the data.
- the present application extracts the feature information in the image, identifies the device information in the image based on the feature information, and then extracts one or more data regions from the image according to the data collection strategy corresponding to the device information The data. Without changing the equipment to be collected, data collection is carried out, data collection with low cost and high recognition rate is realized, and the cost of data informatization is reduced.
- FIG. 5 is a schematic flowchart of the first embodiment of the general data collection method disclosed in the present application, including the following steps: Step 201, acquiring an image, the image is a device image containing data information; and Step 202, extracting the image
- the feature information in the image identify the device information in the image based on the feature information
- step 203 when the device information in the image is not recognized, based on the extracted feature information in the image, create the Equipment collection strategy; the collection strategy includes: a scheme for identifying equipment information and a scheme for extracting data.
- the user may select a feature area for extracting feature information of the identification device to form a scheme for identifying device information; the user selects a data area for extracting data to form a plan for extracting data.
- FIG. 6 is a schematic structural diagram of a general data collection device 1 disclosed in an embodiment of the present application, including: an image acquisition unit 11 for acquiring an image, the image being a device image containing data information; and a feature extraction unit 12: Used to extract feature information in the image; Recognition unit 13: Used to identify device information in the image based on the feature information; Data collection unit 14: Used when device information in the image is recognized , According to the data collection strategy corresponding to the device information, extract data of one or more data areas from the image.
- the feature extraction unit 12 is configured to extract feature information in the image, including at least one of the following: extracting appearance information of the device, the appearance information includes one of the following Or more: device nameplate information, display screen ratio information, display color information, operation button information; the identification unit 13 confirms device information based on the appearance information; extract one or more data areas in the image, the The recognition unit 13 confirms the device information according to the position information of the one or more data regions in the image and/or the relative positions between the plurality of data regions.
- the creating unit 15 is further configured to establish a collection interface of the device according to the created collection strategy of the device; the device further includes an interface storage unit 16 to save the collection interface.
- an embodiment of the present invention provides a general data collection terminal, the terminal includes a processor 21, a memory 22 and a communication bus 23; the communication bus 23 is used to implement the processor 21 and the memory 22
- the processor 21 is used to execute the general data collection program stored in the memory to implement the steps in the above embodiments, which will not be repeated here.
- An embodiment of the embodiments of the present invention provides a computer-readable storage medium.
- the computer-readable storage medium stores one or more programs, and the one or more programs may be executed by one or more processors to implement the foregoing.
- the steps in the examples Those of ordinary skill in the art may understand that all or some of the steps, systems, and functional modules/units in the method disclosed above may be implemented as software, firmware, hardware, and appropriate combinations thereof.
- the term computer storage medium includes both volatile and nonvolatile implemented in any method or technology for storing information such as computer readable instructions, data structures, program modules, or other data Sex, removable and non-removable media.
- Computer storage media include but are not limited to RAM, ROM, EEPROM, flash memory or other memory technologies, CD-ROM, digital versatile disk (DVD) or other optical disk storage, magnetic cartridges, magnetic tape, magnetic disk storage or other magnetic storage devices, or may Any other medium used to store desired information and accessible by a computer.
- the communication medium generally contains computer readable instructions, data structures, program modules, or other data in a modulated data signal such as a carrier wave or other transmission mechanism, and may include any information delivery medium .
- An embodiment of the present invention provides a non-transitory computer-readable storage medium.
- the non-transitory computer-readable storage medium stores computer-executable instructions.
- the computer-executable instructions are used to execute the above Aspect of the method.
- An embodiment of the present invention provides a computer program product.
- the computer program product includes a computer program stored on a non-transitory computer-readable storage medium.
- the computer program includes program instructions. When the program When the instructions are executed by a computer, the computer is caused to execute the method in any of the above method embodiments.
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Abstract
Description
Claims (12)
- 一种通用数据采集方法,其中,包括:获取图像,所述图像为包含数据信息的设备图像;提取所述图像中的特征信息,根据所述特征信息,识别所述图像中的设备信息;当识别出所述图像中的设备信息时,根据所述设备信息对应的数据采集策略,从所述图像中提取一个或多个数据区域的数据。
- 如权利要求1所述的方法,其中,所述提取所述图像中的特征信息,根据所述特征信息,识别所述图像中的设备信息,至少包括下述步骤之一:提取所述设备的外观信息,根据所述外观信息确认设备信息;所述外观信息包括下述一种或多种:设备铭牌信息、显示屏幕比例信息、显示色彩信息、操作按钮信息;提取所述图像中的一个或多个数据区域,依据所述一个或多个数据区域在所述图像中的位置信息和/或所述多个数据区域之间的相对位置确认所述设备信息。
- 如权利要求1所述的方法,其中,所述方法还包括:当未识别出所述图像中的设备信息时,依据提取的所述图像中的特征信息,创建所述设备的采集策略;所述采集策略包括:识别设备信息的方案以及提取数据的方案。
- 如权利要求3所述的方法,其中,所述方法还包括:根据创建的所述设备的采集策略,建立所述设备的采集界面并保存。
- 如权利要求1或4所述的方法,其中,所述方法还包括:显示对应于所述设备信息的采集界面,将所提取到的一个或多个数据区域的数据对应地显示在所述采集界面中的可编辑框中。
- 一种通用数据采集装置,其中,包括:图像获取单元,用于获取图像,所述图像为包含数据信息的设备图像;特征提取单元,用于提取所述图像中的特征信息;识别单元,用于根据所述特征信息,识别所述图像中的设备信息;数据采集单元,用于当识别出所述图像中的设备信息时,根据所述设备信息对应的数据采集策略,从所述图像中提取一个或多个数据区域的数据。
- 如权利要求6所述的装置,其中,所述特征提取单元,用于提取所述图像中的特征信息,至少包括下述之一:提取所述设备的外观信息,所述外观信息包括下述一种或多种:设备铭牌信息、显示屏幕比例信息、显示色彩信息、操作按钮信息;所述识别单元根据所述外观信息确认设备信息;提取所述图像中的一个或多个数据区域,所述识别单元依据所述一个或多个数据区域在所述图像中的位置信息和/或所述多个数据区域之间的相对位置确认所述设备信息。
- 如权利要求6所述的装置,其中,所述装置还包括:创建单元,用于当未识别出所述图像中的设备信息时,依据提取的所述图像中的特征信息,创建所述设备的采集策略;所述采集策略包括:识别设备信息的方案以及提取数据的方案。
- 如权利要求8所述的装置,其中,所述创建单元还用于根据创建的所述设备的采集策略,建立所述设备的采集界面;所述装置还包括界面存储单元,用于保存所述采集界面。
- 如权利要求6或9所述的装置,其中,所述装置还包括:显示单元,用于显示对应于所述设备信息的采集界面,将所提取到的一个或多个数据区域的数据对应地显示在所述采集界面中的可编辑框中。
- 一种电子设备,包括:至少一个处理器;以及与所述至少一个处理器通信连接的存储器;其中,所述存储器存储有可被所述至少一个处理器执行的指令,所述指令被所述至少一个处理器执行,以使所述至少一个处理器执行如权利要求1至5中任一项所述的方法。
- 一种非暂态计算机可读存储介质,所述非暂态计算机可读存储介质存储有计算机可执行指令,所述计算机可执行指令用于执行如权利要求1至5中 任一项所述的方法。
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CN107272879A (zh) * | 2016-04-01 | 2017-10-20 | 三星电子株式会社 | 用于控制外部设备的显示装置、系统和方法 |
CN107392886A (zh) * | 2017-06-14 | 2017-11-24 | 国网山东省电力公司菏泽供电公司 | 一种电力设备图像处理方法 |
CN107403180A (zh) * | 2017-06-30 | 2017-11-28 | 广州广电物业管理有限公司 | 一种数字类型设备检测识别方法和系统 |
CN108427959A (zh) * | 2018-02-07 | 2018-08-21 | 北京工业大数据创新中心有限公司 | 基于图像识别的机台状态采集方法及系统 |
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US20120188155A1 (en) * | 2011-01-20 | 2012-07-26 | Samsung Electronics Co., Ltd. | Method and apparatus for controlling device |
CN107272879A (zh) * | 2016-04-01 | 2017-10-20 | 三星电子株式会社 | 用于控制外部设备的显示装置、系统和方法 |
CN107392886A (zh) * | 2017-06-14 | 2017-11-24 | 国网山东省电力公司菏泽供电公司 | 一种电力设备图像处理方法 |
CN107403180A (zh) * | 2017-06-30 | 2017-11-28 | 广州广电物业管理有限公司 | 一种数字类型设备检测识别方法和系统 |
CN108427959A (zh) * | 2018-02-07 | 2018-08-21 | 北京工业大数据创新中心有限公司 | 基于图像识别的机台状态采集方法及系统 |
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