WO2019109652A1 - 图像检查模拟方法、装置、设备和计算机可读存储介质 - Google Patents

图像检查模拟方法、装置、设备和计算机可读存储介质 Download PDF

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WO2019109652A1
WO2019109652A1 PCT/CN2018/098342 CN2018098342W WO2019109652A1 WO 2019109652 A1 WO2019109652 A1 WO 2019109652A1 CN 2018098342 W CN2018098342 W CN 2018098342W WO 2019109652 A1 WO2019109652 A1 WO 2019109652A1
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image
standard
operations
inspection
practice
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French (fr)
Inventor
王强
李荐民
张钰
李玉兰
陈志强
肖勇
李元景
张丽
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Nuctech Co Ltd
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Nuctech Co Ltd
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/30—Monitoring
    • G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment

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  • the present application relates to the field of image processing technologies, and in particular, to an image inspection simulation method, apparatus, device, and computer readable storage medium.
  • an X-ray radiation imaging system is used to perform radiation imaging on a vehicle that requires security inspection, and the radiation image is sent to a computer or other computing device, and the image inspector performs an inspection operation on the radiation image through an image inspection system configured on the computing device, according to The result of the operation obtains the analysis result of the radiation image, thereby achieving the purpose of vehicle safety inspection.
  • the security inspection method based on image operation analysis can greatly save the workload of security personnel and improve the security inspection efficiency.
  • the inspector's operation accuracy and operational efficiency of the configured image inspection software have a great impact on the security inspection results and security inspection efficiency.
  • Improving the efficiency of security inspection and the accuracy of security inspection has always been a concern in the field of security inspection.
  • the embodiment of the present application provides an image inspection simulation method, device, device and computer readable storage medium, which can effectively improve the accuracy and efficiency of image inspection.
  • an image inspection simulation method comprising:
  • the inspection operation set is compared with the standard operation set to determine whether the inspection operation conforms to the image inspection standard, wherein the image inspection standard includes: the inspection operation in the inspection operation set includes all standard operations in the standard operation set.
  • the checking operation in the inspection operation set and the standard operation in the standard operation set are all recorded according to the operation sequence of the operation;
  • the image inspection standard further includes:
  • the image inspection simulation method further includes:
  • the processing result of the practice image corresponding to any standard operation is acquired and displayed according to the operation execution request.
  • the processing result of acquiring the practice image corresponding to any standard operation according to the operation execution request includes:
  • performing any standard operation on the practice image according to the operation execution request includes:
  • the image inspection simulation method further includes:
  • the practice image is an image obtained by radiation scanning a vehicle by a radiation imaging system;
  • the standard set of operations includes the following standard operations with an operational sequence:
  • an image inspection simulation apparatus comprising:
  • the operation obtaining module is configured to record an operator's checking operation on the practice image, and obtain a check operation set;
  • a standard operation acquisition module configured to acquire a pre-stored standard operation set corresponding to the practice image
  • the operation discriminating module is configured to compare the set of the check operation with the standard operation set, and determine whether the check operation conforms to a preset image check standard, wherein the image check criterion comprises: checking the check operation in the operation set including all in the standard operation set Standard operation.
  • an image inspection simulation apparatus including a memory and a processor
  • the memory is for storing executable program code
  • the processor is operative to execute executable program code stored in the memory to perform an image inspection simulation method in any of the embodiments of the present application.
  • a computer readable storage medium has a computer program, and when the computer program is executed by the processor, the image inspection simulation method in any embodiment of the present application is implemented.
  • the image detection simulation method, apparatus, device and computer readable storage medium of the embodiments of the present application provide a determination scheme for whether an image inspection operation conforms to an inspection standard, and the program can conveniently and effectively improve the accuracy of image inspection and Check efficiency.
  • FIG. 1 is a schematic flow chart of an image inspection simulation method in an embodiment of the present application.
  • FIG. 2 is a schematic structural diagram of an image inspection simulation apparatus in an embodiment of the present application.
  • FIG. 3 is a block diagram showing an exemplary hardware architecture of a computing device capable of implementing the image inspecting apparatus of the embodiment of the present application.
  • FIG. 1 is a schematic flow chart of an image inspection simulation method in an embodiment of the present application. As shown in the figure, the image inspection simulation method of the embodiment of the present application may mainly include the following steps:
  • Step S11 Recording an operator's checking operation on the practice image to obtain a check operation set.
  • an operator In an application based on an image inspection system (image inspection software) configured on a computing device such as a computer, such as a judgment analysis in a vehicle security inspection system, an operator (such as an inspector/criminator) performs an actual security determination before performing an actual security check.
  • image inspection software image inspection software
  • a computing device such as a computer
  • a judgment analysis in a vehicle security inspection system an operator (such as an inspector/criminator) performs an actual security determination before performing an actual security check.
  • how to ensure the accuracy and operational efficiency of the operator's image inspection operation is the key to ensuring the security check effect and security check efficiency in practical applications.
  • the image inspection simulation method of the embodiment of the present application is a solution proposed for the above problem.
  • the inspection operation of the practice image is performed by the operator from the start of the inspection to the end of the inspection, and the inspection operation is combined, that is, the operator includes the inspection operation set.
  • Practice all checking operations for the image refers to all operations selected by the operator from the pre-stored set of operation options.
  • the above operation option set includes an operation option in the image inspection software that allows an operator to operate, and when an operation option selected by the operator is received, a corresponding image inspection operation can be performed.
  • all the checking operations in the checking operation set are recorded according to the operation sequence of the operations.
  • the current inspection operation of the image is generally performed on the basis of the previous operation. Therefore, not only the inspection operation has a great influence on the image inspection result, but also the order of operations is equally important.
  • all inspection operations in the inspection operation set are preferably recorded according to the operation sequence of the operation, that is, the inspection operation set includes not only all inspection operations but also all inspection operations.
  • the order of operations of each operation is determined according to the ordering of the check operations in the set.
  • the practice image is preferably an image of the object to be detected to be detected by the image detection system in an actual application.
  • the practice image is an image obtained by radiation scanning a vehicle by a radiation imaging system.
  • the image inspection simulation method of the embodiment of the present application is applicable to the inspection simulation based on the image inspection system in the vehicle security inspection system, and the simulation method can effectively improve the judgment level of the operator in the image inspection system, in order to enhance the image.
  • Technical support is provided to check the system's chart accuracy and charting efficiency.
  • Step S12 Acquire a pre-stored standard operation set corresponding to the practice image.
  • Step S13 Comparing the inspection operation set with the standard operation set to determine whether the inspection operation conforms to the image inspection standard.
  • the standard operation set is a set composed of all standard operations, and each practice image corresponds to a respective standard operation set. After obtaining the operator's inspection operation set, it is possible to determine whether the inspection operation conforms to the preset image inspection standard by comparing the inspection operation set and the standard operation set.
  • the standard operation is the action that must be performed during the actual image inspection.
  • the image inspection standard can be determined according to the actual image inspection application scenario.
  • the image inspection standard includes: the inspection operation in the inspection operation set includes all standard operations in the standard operation set. That is to say, the recorded inspection operation set includes at least all standard operations, and it can be determined that the inspection operation conforms to the image inspection standard.
  • the prompt information may also be displayed to prompt the operator to check that the operation is incorrect, and further display which operations are not operated and other detailed information.
  • the image check simulation method may further include:
  • the operator By displaying the difference between the set of check operations and the set of standard operations, the operator is provided with more intuitive data, so that the operator can clearly know which of his own check operations are incorrect or which check operations are unnecessary, for further Improve the accuracy of image inspection or inspection efficiency as a direct prompt.
  • all standard operations in the standard operation set are recorded according to the operation sequence of the operation, and the image inspection standard may further include:
  • the inspection operation set must include not only all standard operations, but also the order of recording of all the standard operations in the inspection operation set to be the same as the order of all standard operation records in the standard operation set.
  • Image inspection standard The order of recording all the standard operations in the check operation set only considers the order between the standard operations in the check operation set. If the check operation set includes other check operations, all the standard operations included in the check operation set are judged. When the order of recording is the same as the order of recording of all standard operations in the standard operation set, other check operations are not considered.
  • the standard operation set when the practice image is an image obtained by radiation scanning a vehicle through a radiation imaging system, the standard operation set generally includes the following standard operations having an operation sequence:
  • the operator performs an inspection operation on the radiation image of the vehicle in the actual vehicle security inspection system by performing an inspection operation on the practice image acquired by the radiation imaging system, by comparing whether the inspection operation set is
  • the above standard operations (1) to (4) are included and the operations (1) to (4) in the set are recorded in sequential order, which can quickly realize the judgment of whether the operator check operation meets the inspection standard, and is fast ascending.
  • the correctness of the operator's inspection operation improves the reference basis, and provides a convenient and feasible way to improve the image inspection accuracy and inspection efficiency in the actual vehicle security inspection application based on the image inspection system, which better satisfies the actual image-based inspection.
  • the security inspection requirements of the operation have greatly improved the efficiency of security inspection.
  • image inspection standards may also be set according to actual image inspection requirements.
  • the image inspection standard may include the same set of inspection operations as the standard operation set, and image inspection is performed on the basis of ensuring correct image inspection. Standardization.
  • the image inspection simulation method may further include:
  • the processing result of the practice image corresponding to any standard operation is acquired and displayed according to the operation execution request.
  • the image processing result corresponding to the standard operation can be presented to the operator according to the operator's request, so that the operator can enhance his or her own image checking operation capability according to the standard operation.
  • the processing result of the practice image corresponding to any standard operation is obtained according to the operation execution request, including:
  • the image processing result corresponding to each standard operation may be stored in advance, and when the operation execution request is received, the image processing result requested by the operator may be directly found in the stored result, or may be based on the received operation.
  • the request is executed, and the corresponding standard operation is performed to obtain a corresponding image processing result.
  • the current inspection operation of the image is a continuation operation based on the previous operation
  • all standard operations and any standard operations before the execution of any standard operation in the operation sequence of the practice image ensure image processing presented to the operator.
  • the result is the processing result corresponding to the standard operating step requested to be executed during correct operation.
  • the four standard operations have an existing operation sequence, and if an operation request is received from the operator for the operation of the (2) operation, the operations need to be performed in order (1) And operation (2), the processing result obtained at this time can be the image of the practice image itself that has completed the feature point calculation and the template image corresponding to the practice image.
  • an embodiment of the present application further provides an image inspection simulation apparatus, as shown in FIG. 2 .
  • the image inspection simulation device 20 includes an inspection operation acquisition module 21, a standard operation acquisition module 22, and an operation determination module 23.
  • the check operation obtaining module 21 is configured to record an operator's checking operation on the practice image, and obtain a check operation set.
  • the standard operation obtaining module 22 is configured to acquire a pre-stored standard operation set corresponding to the practice image.
  • the operation discriminating module 23 is configured to compare the set of the check operation with the standard operation set, and determine whether the check operation conforms to a preset image check criterion, wherein the image check criterion comprises: checking the check operation in the operation set includes the standard operation set All standard operations.
  • the checking operation in the checking operation set and the standard operation in the standard operation set are all recorded according to the operation sequence of the operation; the image checking standard further includes: checking the recording order of all standard operations included in the operation set, The same order of recording as all standard operations in the standard operation set.
  • the image inspection simulation device 20 may further include a standard operation request module and a standard operation result acquisition module.
  • a standard operation request module for receiving an operator's operation execution request for any of the standard operations in all standard operation sets.
  • the standard operation result obtaining module is configured to acquire and display the processing result of the practice image corresponding to any standard operation according to the operation execution request.
  • the standard operation result obtaining module is specifically configured to:
  • the standard operation result obtaining module is specifically used to:
  • the image inspection simulation device 20 may further include a difference display module.
  • the difference display module is configured to display a difference between the check operation set and the standard operation set if the check operation set is different from the standard operation set after the check operation set is compared with the standard operation set.
  • the practice image is an image obtained by performing radiation scanning on the vehicle by the radiation imaging system.
  • the standard set of operations includes the following standard operations with an order of operations:
  • FIG. 3 is a block diagram showing a schematic structure of a battery charging device of an embodiment of the present application.
  • computing device 300 can include input device 301, input interface 302, central processor 303, memory 304, output interface 305, and output device 306.
  • the input interface 302, the central processing unit 303, the memory 304, and the output interface 305 are connected to each other through a bus 310.
  • the input device 301 and the output device 306 are connected to the bus 310 through the input interface 302 and the output interface 305, respectively, and the computing device 300.
  • the other components are connected.
  • the input device 301 receives input information from the outside and transmits the input information to the central processor 303 through the input interface 302; the central processor 303 processes the input information based on computer executable instructions stored in the memory 304 to generate an output.
  • the information, the output information is temporarily or permanently stored in the memory 304, and then the output information is transmitted to the output device 306 via the output interface 305; the output device 306 outputs the output information to the outside of the computing device 300 for use by the user.
  • the computing device 300 shown in FIG. 3 can be implemented as an image inspection analog device that includes a processor 303 and a memory 304.
  • the memory 304 is for storing executable program code; the processor 303 is for reading executable program code stored in the memory to execute the image check simulation method of the above embodiment.
  • the embodiment of the present application further provides a computer readable storage medium.
  • the computer readable storage medium has a computer program.
  • the image inspection simulation method in any embodiment of the present application is implemented.
  • the functional blocks shown in the block diagrams described above may be implemented as hardware, software, firmware, or a combination thereof.
  • hardware When implemented in hardware, it can be, for example, an electronic circuit, an application specific integrated circuit (ASIC), suitable firmware, plug-ins, function cards, and the like.
  • ASIC application specific integrated circuit
  • elements of the present application are programs or code segments that are used to perform the required tasks.
  • the program or code segments can be stored in a machine readable medium or transmitted over a transmission medium or communication link through a data signal carried in the carrier.
  • a "machine-readable medium” can include any medium that can store or transfer information.
  • machine-readable media examples include electronic circuits, semiconductor memory devices, ROM, flash memory, erasable ROM (EROM), floppy disks, CD-ROMs, optical disks, hard disks, fiber optic media, radio frequency (RF) links, and the like.
  • the code segments can be downloaded via a computer network such as the Internet, an intranet, and the like.

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Abstract

本申请公开了一种图像检查模拟方法、装置、设备和计算机可读存储介质。所述图像检查模拟方法包括：记录操作者对练习图像的检查操作，得到检查操作集合；获取预存的与所述练习图像对应的标准操作集合；将所述检查操作集合与所述标准操作集合比对，判断所述检查操作是否符合图像检查标准，所述图像检查标准包括：所述检查操作集合中的检查操作包括所述标准操作集合中的所有标准操作。本申请实施例的图像检查模拟方法、装置、设备和计算机可读存储介质，提供了一种对图像检查操作是否符合检查标准的判定方案，通过该方案能够便捷有效的提高图像检查的准确性和检查效率。

Description

图像检查模拟方法、装置、设备和计算机可读存储介质 技术领域
本申请涉及图像处理技术领域，具体涉及一种图像检查模拟方法、装置、设备和计算机可读存储介质。
背景技术
目前，在安全检查领域，利用X射线辐射成像是对各种被检测物体进行安全检查的一种重要手段。例如，利用X射线辐射成像系统对需要安检的车辆进行辐射成像，将辐射图像发送至计算机或其他计算设备上，由图检员通过计算设备上配置的图像检查系统对辐射图像进行检查操作，根据操作结果得到辐射图像的分析结果，从而达到车辆安全检查的目的。
基于图像操作分析的安全检查方式与纯人工检查的方式相比，可大大节约安检人员的工作量，提高安检效率。但是在实际的安检过程中，图检员对所配置的图像检查软件的操作准确度和操作效率对安检结果和安检效率有很大影响，随着安检需要的急剧增加和安检要求的提高，如何提高安检效率和安检准确性一直是安全检查领域备受关注的问题，亟需一种能够快速提升图像检查软件操作准确度和操作效率的方案。
发明内容
本申请实施例提供了一种图像检查模拟方法、装置、设备和计算机可读存储介质，可有效提高图像检查的准确性和效率。
根据本申请的一个方面，提供一种图像检查模拟方法，该方法包括：
记录操作者对练习图像的检查操作，得到检查操作集合；
获取预存的与练习图像对应的标准操作集合；
将检查操作集合与标准操作集合比对，判断检查操作是否符合图像检查标准，其中，图像检查标准包括：检查操作集合中的检查操作包括标准操作集合中的所有标准操作。
根据本申请的一个方面，检查操作集合中的检查操作和标准操作集合中的标准操作均是根据操作的操作顺序记录的；图像检查标准还包括：
检查操作集合中包括的所有标准操作的记录顺序，与标准操作集合中的所有标准操作的记录顺序相同。
根据本申请的一个方面，图像检查模拟方法还包括：
接收操作者对所有标准操作集合中的任一标准操作的操作执行请求；
根据操作执行请求获取任一标准操作所对应的练习图像的处理结果并显示。
根据本申请的一个方面，根据操作执行请求获取任一标准操作所对应的练习图像的处理结果，包括：
根据操作执行请求从预存的练习图像的图像处理结果集合中查找与任一标准操作所对应的练习图像的处理结果；或者，
根据操作执行请求对练习图像执行任一标准操作，得到任一标准操作所对应的练习图像的处理结果。
根据本申请的一个方面，若标准操作集合中的标准操作是根据操作的操作顺序记录的，根据操作执行请求对练习图像执行任一标准操作，包括：
对练习图像按照操作顺序执行任一标准操作之前的所有标准操作和任一标准操作。
根据本申请的一个方面，将检查操作集合与标准操作集合比对后，图像检查模拟方法还包括：
若检查操作集合与标准操作集合不同，显示检查操作集合与标准操作集合之间的不同。
根据本申请的一个方面，练习图像为通过辐射成像系统对车辆进行辐射扫描得到的图像；标准操作集合包括以下具有操作顺序的标准操作：
(1)获取预存的练习图像对应的模板图像；
(2)计算练习图像的特征点和模板图像的特征点；
(3)对练习图像的特征点和模板图像的特征点进行匹配，并根据模板图像的灰度对练习图像进行灰度调整；
(4)对匹配后的练习图像和模板图像进行变动检测，得到练习图像中的夹带物检测结果。
根据本申请的另一个方面，提供一种图像检查模拟装置，该装置包括：
检查操作获取模块，用于记录操作者对练习图像的检查操作，得到检查操作集合；
标准操作获取模块，用于获取预存的与练习图像对应的标准操作集合；
操作判别模块，用于将检查操作集合与标准操作集合比对，判断检查操作是否符合预设的图像检查标准，其中，图像检查标准包括：检查操作集合中的检查操作包括标准操作集合中的所有标准操作。
根据本申请的又一个方面，提供一种图像检查模拟设备，包括存储器和处理器；
存储器用于存储可执行程序代码；
处理器用于执行存储器中存储的可执行程序代码以执行本申请任一实施例中的图像检查模拟方法。
根据本申请的再一个方面，提供一种计算机可读存储介质，计算机可读存储介质中存在有计算机程序，计算机程序被处理器执行时实现本申请任一实施例中的图像检查模拟方法。
本申请实施例的图像检测模拟方法、装置、设备和计算机可读存储介质，提供了一种对图像检查操作是否符合检查标准的判定方案，通过该方案能够便捷有效的提高图像检查的准确性和检查效率。
附图说明
通过阅读以下参照附图对非限制性实施例所作的详细描述，本申请的其它特征、目的和优点将会变得更明显，其中，相同或相似的附图标记表示相同或相似的特征。
图1示出了本申请实施例中一种图像检查模拟方法的流程示意图；
图2示出了本申请实施例中一种图像检查模拟装置的结构示意图；
图3示出了能够实现本申请实施例的图像检查装置的计算设备的示例性硬件架构的结构图。
具体实施方式
下面将详细描述本申请的各个方面的特征和示例性实施例。在下面的详细描述中，提出了许多具体细节，以便提供对本申请的全面理解。但是，对于本领域技术人员来说很明显的是，本申请可以在不需要这些具体细节中的一些细节的情况下实施。下面对实施例的描述仅仅是为了通过示出本申请的示例来提供对本申请的更好的理解。本申请决不限于下面所提出的任何具体配置和算法，而是在不脱离本申请的精神的前提下覆盖了元素、部件和算法的任何修改、替换和改进。在附图和下面的描述中，没有示出公知的结构和技术，以便避免对本申请造成不必要的模糊。
图1示出了本申请实施例中一种图像检查模拟方法的流程示意图。如图中所示，本申请实施例的图像检查模拟方法主要可以包括以下步骤：
步骤S11：记录操作者对练习图像的检查操作，得到检查操作集合。
基于计算机等计算设备上配置的图像检查系统(图像检查软件)的应用中，如车辆安检系统中的判图分析，操作者(如图检员/判图员)在进行实际的安检判定之前，可以通过对练习图像进行模拟检查操作来熟悉图像检查软件的操作方式。但如何保证操作者的图像检查操作的准确性和操作效率，才是保证实际应用中安检效果和安检效率的关键。本申请实施例的图像检查模拟方法正是针对上述问题而提出的一种解决方案。
本申请实施例中，在操作者对练习图像进行检查操作时，记录操作者从检查开始至检查结束过程中对练习图像的检查操作，得到检查操作结合，即检查操作集合中包括了操作者对练习图像的所有检查操作。其中， 对练习图像的检查操作指的是操作者从预存的操作选项集合中选择的所有操作。例如，对于某一图像检查软件，上述操作选项集合包括的是图像检查软件中允许操作员操作的操作选项，在接收到操作者选择的某一操作选项时，即可执行对应的图像检查操作。
本申请实施例中，检查操作集合中的所有检查操作是根据操作的操作顺序记录的。
在一些实际应用中，图像的当前检查操作一般都是在上一操作的基础上的进行的，因此，不但检查操作对图像检查结果有很大影响，操作的顺序也同样重要。为了使本申请实施例的图像检查模拟方法更符合实际应用要求，检查操作集合中的所有检查操作优选根据操作的操作顺序记录，也就是说，检查操作集合中不但包括了所有检查操作，还能够根据检查操作在集合中的排序确定各操作的操作顺序。
本申请实施例中，练习图像优选为图像检测系统在实际应用中所要检测的待检测物体的图像。
本申请一实施例中，练习图像为通过辐射成像系统对车辆进行辐射扫描得到的图像。此时，本申请实施例的图像检查模拟方法适用于基于车辆安检系统中的图像检查系统的检查模拟中，通过该模拟方法能够有效提高该图像检查系统中操作人员的判断水平，为提升该图像检查系统的判图准确性和判图效率提供了技术支持。
步骤S12：获取预存的与练习图像对应的标准操作集合。
步骤S13：将检查操作集合与标准操作集合比对，确定检查操作是否符合图像检查标准。
本申请实施例的图像检查模拟方法，标准操作集合为由所有标准操作构成的集合，每个练习图像对应各自的标准操作集合。在得到操作者的检查操作集合后，即可通过比对检查操作集合和标准操作集合，确定出检查操作是否符合预设的图像检查标准。标准操作为实际图像检查过程中必须要执行的操作。
其中，图像检查标准可以根据实际的图像检查应用场景确定。本申请一实施例中，图像检查标准包括：检查操作集合中的检查操作包括标准操 作集合中的所有标准操作。也就是说，记录得到的检查操作集合中至少包括了所有标准操作，才能够判定检查操作符合图像检查标准。
在实际应用中，在判定检查操作不符合图像检查标准时，还可以显示提示信息，以提示操作者检查操作不正确，还可以进一步显示哪些操作未被操作等详细信息。
本申请实施例中，将检查操作集合与标准操作集合比对后，图像检查模拟方法还可以包括：
若检查操作集合与标准操作集合不同，显示检查操作集合与标准操作集合之间的不同。
通过显示检查操作集合与标准操作集合之间的不同，为操作者提供了更直观的数据，使操作者能够明确的知道自己的哪些检查操作是不正确的或者哪些检查操作是非必须的，为进一步提升图像检查准确性或检查效率起到直接的提示作用。
在本申请一个优选实施例中，标准操作集合中的所有标准操作是根据操作的操作顺序记录的，此时图像检查标准还可以包括：
检查操作集合中包括的所有标准操作的记录顺序与标准操作集合中的所有标准操作的记录顺序相同。
此时，检查操作集合中不仅要包括所有标准操作，还需要满足检查操作集合中的所有标准操作的记录顺序与标准操作集合中的所有标准操作记录顺序相同，此时检查操作才能够判定为符合图像检查标准。其中，检查操作集合中的所有标准操作的记录顺序只考虑检查操作集合中的标准操作之间的先后顺序，如果检查操作集合中还包括其他检查操作，在判断检查操作集合中包括的所有标准操作的记录顺序与标准操作集合中的所有标准操作的记录顺序是否相同时，不考虑其它检查操作。
本申请一实施例中，在练习图像为通过辐射成像系统对车辆进行辐射扫描得到的图像时，标准操作集合一般要包括以下具有操作顺序的标准操作：
(1)获取预存的所述练习图像对应的模板图像。
(2)计算所述练习图像的特征点和所述模板图像的特征点。
(3)对所述练习图像的特征点和所述模板图像的特征点进行匹配，并根据所述模板图像的灰度对所述练习图像进行灰度调整。
(4)对匹配后的所述练习图像和所述模板图像进行变动检测，得到所述练习图像中的夹带物检测结果。
本申请实施例的图像检查模拟方法，操作者在通过对由辐射成像系统获取的练习图像进行检查操作，实现对实际车辆安检系统中的车辆辐射图像的检查模拟时，通过比对检查操作集合是否包括了上述标准操作(1)至(4)且集合中的操作(1)至(4)是按照先后顺序记录的，可快速的实现对操作者检查操作是否符合检查标准的判断，为快速提升操作者的检查操作正确性提高了参考依据，为提高基于图像检查系统的实际车辆安检应用中的图像检查准确性和检查效率提供了一种便捷可行的方式，更好的满足了实际基于图像检查操作的安检需求，大大提升了安检效率。
在实际应用中，还可以根据实际的图像检查要求，设置相应的其他图像检查标准，例如，图像检查标准可以包括检查操作集合与标准操作集合相同，在保证图像检查正确的基础上，实现图像检查的标准化。
本申请实施例中，图像检查模拟方法还可以包括：
接收操作者对所有标准操作集合中的任一标准操作的操作执行请求；
根据操作执行请求获取任一标准操作所对应的练习图像的处理结果并显示。
操作者在根据练习图像进行图像检查模拟时，可以根据操作者的请求将标准操作对应的图像处理结果呈现给操作者，以使操作者能够根据标准操作提升自身的图像检查操作能力。
本申请实施例中，根据操作执行请求获取任一标准操作所对应的练习图像的处理结果，包括：
根据操作执行请求从预存的练习图像的图像处理结果集合中查找与任一标准操作所对应的练习图像的处理结果；或者，
根据操作执行请求对练习图像执行任一标准操作，得到任一标准操作所对应的练习图像的处理结果。
也就是说，可以预先存储每个标准操作对应的图像处理结果，在接收到操作执行请求时，直接在存储的结果中查找到操作者所请求的图像处理结果，也可以是根据接收到的操作执行请求，执行对应的标准操作，得到对应的图像处理结果。
本申请实施例中，若标准操作集合中的所有标准操作是根据操作的操作顺序记录的，根据操作执行请求对练习图像执行任一标准操作，包括：
对练习图像按照操作顺序执行任一标准操作之前的所有标准操作和任一标准操作。
在图像的当前检查操作是在上一操作的基础上的继续操作时，对练习图像按照操作顺序执行任一标准操作之前的所有标准操作和任一标准操作，保证了呈现给操作者的图像处理结果为正确操作时所请求执行的标准操作步骤对应的处理结果。如包括上述(1)至(4)的标准操作集合，四个标准操作是具有现有操作顺序，若接收到操作者对(2)操作的操作执行请求，则需要按顺序执行操作(1)和操作(2)，此时得到的处理结果才能够是已经完成特征点计算的练习图像本身的图像和练习图像对应的模板图像。
基于图1中所示的图像检查模拟方法，本申请实施例还提供了一种图像检查模拟装置，如图2所示。该图像检查模拟装置20包括检查操作获取模块21、标准操作获取模块22和操作判别模块23。
检查操作获取模块21，用于记录操作者对练习图像的检查操作，得到检查操作集合.
标准操作获取模块22，用于获取预存的与练习图像对应的标准操作集合。
操作判别模块23，用于将检查操作集合与标准操作集合比对，确定检查操作是否符合预设的图像检查标准，其中，图像检查标准包括：检查操作集合中的检查操作包括标准操作集合中的所有标准操作。
本申请实施例中，检查操作集合中的检查操作和标准操作集合中的标准操作均是根据操作的操作顺序记录的；图像检查标准还包括：检查操作 集合中包括的所有标准操作的记录顺序，与标准操作集合中的所有标准操作的记录顺序相同。
本申请实施例中，图像检查模拟装置20还可以包括标准操作请求模块和标准操作结果获取模块。
标准操作请求模块，用于接收操作者对所有标准操作集合中的任一标准操作的操作执行请求。
标准操作结果获取模块，用于根据操作执行请求获取任一标准操作所对应的练习图像的处理结果并显示。
本申请实施例中，标准操作结果获取模块具体用于：
根据操作执行请求从预存的练习图像的图像处理结果集合中查找与任一标准操作所对应的练习图像的处理结果；或者，
根据操作执行请求对练习图像执行任一标准操作，得到任一标准操作所对应的练习图像的处理结果。
本申请实施例中，若标准操作集合中的标准操作是根据操作的操作顺序记录的，标准操作结果获取模块具体用于：
对练习图像按照操作顺序执行任一标准操作之前的所有标准操作和任一标准操作。
本申请实施例中，图像检查模拟装置20还可以包括区别显示模块。
区别显示模块，用于在将检查操作集合与标准操作集合比对后，若检查操作集合与标准操作集合不同，显示检查操作集合与标准操作集合之间的不同。
本申请实施例中，练习图像为通过辐射成像系统对车辆进行辐射扫描得到的图像。此时，标准操作集合包括以下具有操作顺序的标准操作：
(1)获取预存的练习图像对应的模板图像。
(2)计算练习图像的特征点和模板图像的特征点。
(3)对练习图像的特征点和模板图像的特征点进行匹配，并根据模板图像的灰度对练习图像进行灰度调整。
(4)对匹配后的练习图像和模板图像进行变动检测，得到练习图像中的夹带物检测结果。
结合图1至图2描述的图像检查模拟方法和图像检查模拟装置的至少一部分可以由计算设备300实现。图3示出了本申请实施例的电池充电设备的示意性结构框图。如图3所示，计算设备300可以包括输入设备301、输入接口302、中央处理器303、存储器304、输出接口305、以及输出设备306。其中，输入接口302、中央处理器303、存储器304、以及输出接口305通过总线310相互连接，输入设备301和输出设备306分别通过输入接口302和输出接口305与总线310连接，进而与计算设备300的其他组件连接。具体地，输入设备301接收来自外部的输入信息，并通过输入接口302将输入信息传送到中央处理器303；中央处理器303基于存储器304中存储的计算机可执行指令对输入信息进行处理以生成输出信息，将输出信息临时或者永久地存储在存储器304中，然后通过输出接口305将输出信息传送到输出设备306；输出设备306将输出信息输出到计算设备300的外部供用户使用。
也就是说，图3所示的计算设备300可以被实现为图像检查模拟设备，该图像检查模拟设备包括：处理器303和存储器304。该存储器304用于储存有可执行程序代码；处理器303用于读取存储器中存储的可执行程序代码以执行上述实施例的图像检查模拟方法。
本申请实施例还提供了一种计算机可读存储介质，计算机可读存储介质中存在有计算机程序，计算机程序被处理器执行时实现本申请任一实施例中的图像检查模拟方法。
以上所述的结构框图中所示的功能块可以实现为硬件、软件、固件或者它们的组合。当以硬件方式实现时，其可以例如是电子电路、专用集成电路(ASIC)、适当的固件、插件、功能卡等等。当以软件方式实现时，本申请的元素是被用于执行所需任务的程序或者代码段。程序或者代码段可以存储在机器可读介质中，或者通过载波中携带的数据信号在传输介质或者通信链路上传送。“机器可读介质”可以包括能够存储或传输信息的任何介质。机器可读介质的例子包括电子电路、半导体存储器设备、ROM、闪存、可擦除ROM(EROM)、软盘、CD-ROM、光盘、硬盘、光纤介质、射频(RF)链路，等等。代码段可以经由诸如因特网、内联网 等的计算机网络被下载。
需要说明的是，在本文中，诸如第一和第二等之类的关系术语仅仅用来将一个实体或者操作与另一个实体或操作区分开来，而不一定要求或者暗示这些实体或操作之间存在任何这种实际的关系或者顺序。而且，术语“包括”、“包含”或者其任何其他变体意在涵盖非排他性的包含，从而使得包括一系列要素的过程、方法、物品或者设备不仅包括那些要素，而且还包括没有明确列出的其他要素，或者是还包括为这种过程、方法、物品或者设备所固有的要素。在没有更多限制的情况下，由语句“包括……”限定的要素，并不排除在包括所述要素的过程、方法、物品或者设备中还存在另外的相同要素。
还需要说明的是，本申请中提及的示例性实施例，基于一系列的步骤或者装置描述一些方法或系统。但是，本申请不局限于上述步骤的顺序，也就是说，可以按照实施例中提及的顺序执行步骤，也可以不同于实施例中的顺序或者若干步骤同时执行。
本申请可以以其他的具体形式实现，而不脱离其精神和本质特征。例如，特定实施例中所描述的算法可以被修改，而系统体系结构并不脱离本申请的基本精神。因此，当前的实施例在所有方面都被看作是示例性的而非限定性的，本申请的范围由所附权利要求而非上述描述定义，并且，落入权利要求的含义和等同物的范围内的全部改变从而都被包括在本申请的范围之中。

Claims (10)

  1. 一种图像检查模拟方法，其特征在于，所述图像检查模拟方法包括：
    记录操作者对练习图像的检查操作，得到检查操作集合；
    获取预存的与所述练习图像对应的标准操作集合；
    将所述检查操作集合与所述标准操作集合比对，判断所述检查操作是否符合图像检查标准，其中，所述图像检查标准包括：所述检查操作集合中的检查操作包括所述标准操作集合中的所有标准操作。
  2. 根据权利要求1所述的方法，其特征在于，所述检查操作集合中的检查操作和所述标准操作集合中的标准操作均是根据操作的操作顺序记录的；
    所述图像检查标准还包括：
    所述检查操作集合中包括的所有标准操作的记录顺序，与所述标准操作集合中的所有标准操作的记录顺序相同。
  3. 根据权利要求1所述的方法，其特征在于，所述图像检查模拟方法还包括：
    接收所述操作者对所述所有标准操作集合中的任一标准操作的操作执行请求；
    根据所述操作执行请求获取所述任一标准操作所对应的所述练习图像的处理结果并显示。
  4. 根据权利要求3所述的方法，其特征在于，所述根据所述操作执行请求获取所述任一标准操作所对应的所述练习图像的处理结果，包括：
    根据所述操作执行请求从预存的所述练习图像的图像处理结果集合中查找与所述任一标准操作所对应的所述练习图像的处理结果；或者，
    根据所述操作执行请求对所述练习图像执行所述任一标准操作，得到所述任一标准操作所对应的所述练习图像的处理结果。
  5. 根据权利要求4所述的方法，其特征在于，若所述标准操作集合中的标准操作是根据操作的操作顺序记录的，所述根据所述操作执行请求对所述练习图像执行所述任一标准操作，包括：
    对所述练习图像按照操作顺序执行所述任一标准操作之前的所有标准操作和所述任一标准操作。
  6. 根据权利要求1至5中任一项所述的方法，其特征在于，所述将所述检查操作集合与所述标准操作集合比对后，所述图像检查模拟方法还包括：
    若所述检查操作集合与所述标准操作集合不同，显示所述检查操作集合与所述标准操作集合之间的不同。
  7. 根据权利要求2所述的方法，其特征在于，所述练习图像为通过辐射成像系统对车辆进行辐射扫描得到的图像；
    所述标准操作集合包括以下具有操作顺序的标准操作：
    (1)获取预存的所述练习图像对应的模板图像；
    (2)计算所述练习图像的特征点和所述模板图像的特征点；
    (3)对所述练习图像的特征点和所述模板图像的特征点进行匹配，并根据所述模板图像的灰度对所述练习图像进行灰度调整；
    (4)对匹配后的所述练习图像和所述模板图像进行变动检测，得到所述练习图像中的夹带物检测结果。
  8. 一种图像检查模拟装置，其特征在于，所述图像检查模拟装置包括：
    检查操作获取模块，用于记录操作者对练习图像的检查操作，得到检查操作集合；
    标准操作获取模块，用于获取预存的与所述练习图像对应的标准操作集合；
    操作判别模块，用于将所述检查操作集合与所述标准操作集合比对，判断所述检查操作是否符合预设的图像检查标准，其中，所述图像检查标准包括：所述检查操作集合中的检查操作包括所述标准操作集合中的所有标准操作。
  9. 一种图像检查模拟设备，其特征在于，包括存储器和处理器；
    所述存储器用于存储可执行程序代码；
    所述处理器用于执行所述存储器中存储的所述可执行程序代码以执行权利要求1至7中任一项所述的图像检查模拟方法。
  10. 一种计算机可读存储介质，其特征在于，所述计算机可读存储介质中存在有计算机程序，所述计算机程序被处理器执行时实现如权利要求1至7中任一项所述的图像检查模拟方法。
PCT/CN2018/098342 2017-12-08 2018-08-02 图像检查模拟方法、装置、设备和计算机可读存储介质 Ceased WO2019109652A1 (zh)

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Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20090237739A1 (en) * 2008-03-21 2009-09-24 Seiko Epson Corporation Image Forming Apparatus and Method of Controlling the Same
CN107195214A (zh) * 2017-06-22 2017-09-22 国网山东省电力公司济宁供电公司 基于增强现实及数据手套的带电作业培训装置及方法
CN107277172A (zh) * 2017-07-28 2017-10-20 深圳增强现实技术有限公司 机器操作监督系统及其用户端设备
CN107391710A (zh) * 2017-07-28 2017-11-24 深圳增强现实技术有限公司 机器操作监督系统及服务器

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN100588959C (zh) * 2006-10-10 2010-02-10 同方威视技术股份有限公司 基于辐射图像变动检测的小型车辆夹带物自动检测方法
US8131055B2 (en) * 2008-01-31 2012-03-06 Caterpillar Inc. System and method for assembly inspection
EP2488975A1 (en) * 2009-10-15 2012-08-22 Esaote Europe B.V. Apparatus and method for performing diagnostic imaging examinations with tutorial means for the user, both in the preparatory step and in the operative step
CN105372712B (zh) * 2014-09-02 2017-12-12 清华大学 车辆检查方法和系统
CN105488330A (zh) * 2015-11-23 2016-04-13 北京全域医疗技术有限公司 云放疗远程质量控制方法

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20090237739A1 (en) * 2008-03-21 2009-09-24 Seiko Epson Corporation Image Forming Apparatus and Method of Controlling the Same
CN107195214A (zh) * 2017-06-22 2017-09-22 国网山东省电力公司济宁供电公司 基于增强现实及数据手套的带电作业培训装置及方法
CN107277172A (zh) * 2017-07-28 2017-10-20 深圳增强现实技术有限公司 机器操作监督系统及其用户端设备
CN107391710A (zh) * 2017-07-28 2017-11-24 深圳增强现实技术有限公司 机器操作监督系统及服务器

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