CN118313706A

CN118313706A - Security check quality control management system, method and device and electronic equipment

Info

Publication number: CN118313706A
Application number: CN202211661743.4A
Authority: CN
Inventors: 马艳芳; 党杰; 李玮; 胡驰峰; 王涛; 宁洪志; 刘福建; 张洋; 佟宣
Original assignee: Nuctech Co Ltd
Current assignee: Nuctech Co Ltd
Priority date: 2022-12-22
Filing date: 2022-12-22
Publication date: 2024-07-09

Abstract

The security inspection quality control management system comprises a detection terminal and a quality control server; the detection terminal is used for acquiring security inspection image data of an object to be detected and first graph judgment result data of security inspection personnel, and sending the security inspection image data and the first graph judgment result data to the quality control server; the quality control server is used for processing the security inspection image data to obtain second graph judgment result data, comparing the second graph judgment result data with the first graph judgment result data to obtain quality control comparison result data, and obtaining the working quality data of security inspection personnel according to the quality control comparison result data. The security inspection system and the security inspection method can collect security inspection business data through the detection terminal, remotely judge and monitor the graph judgment result of security inspection personnel through the quality control server, and improve the control level of security inspection quality and the working efficiency of the security inspection personnel.

Description

Security check quality control management system, method and device and electronic equipment

Technical Field

The disclosure relates to the technical field of security inspection, in particular to a security inspection quality control management system, a security inspection quality control management method, a security inspection quality control management device and electronic equipment.

Background

With the rapid increase of civil aviation transportation production, the security situation of air defense is over-serious. The security check works as an important gate for guarding the empty guard security, and the security check quality control is important. Compared with the high-speed increase of transportation throughput, the safety inspection work of partial airports generally has the problems of weak safety foundation, low standardization degree of safety management, insufficient application of intelligent and leading edge technology and the like. Moreover, since the security inspection and graph judgment personnel need to pay attention to the scanned image of the object to be inspected at any time, the security inspection personnel are extremely tired, and the condition that the object is missed to be inspected and misplaced possibly occurs, so that the security inspection quality cannot be effectively ensured.

Disclosure of Invention

In one aspect, a security inspection quality control management system is provided, which comprises a detection terminal and a quality control server, wherein the detection terminal is in communication connection with the quality control server; the detection terminal is used for acquiring security inspection image data of an object to be detected and first graph judgment result data of security inspection personnel, and sending the security inspection image data and the first graph judgment result data to the quality control server; the quality control server is used for processing the security inspection image data to obtain second graph judgment result data, comparing the second graph judgment result data with the first graph judgment result data to obtain quality control comparison result data, and obtaining the working quality data of security inspection personnel according to the quality control comparison result data.

According to an embodiment of the disclosure, the detection terminal is further configured to obtain working state data of a security personnel, and send the working state data of the security personnel to the quality control server; the quality control server is also used for obtaining the working quality data of the security personnel according to the working state data of the security personnel.

According to the embodiment of the disclosure, the quality control server is further configured to insert a problem image in a graph judging process of a security check person, obtain third graph judging result data of the security check person for judging the problem image, and obtain working quality data of the security check person according to the third graph judging result data.

According to an embodiment of the present disclosure, the quality control server is further configured to at least one of: outputting the security inspection image data; outputting first graph judging result data of the security check personnel; outputting the second judgment chart result data and the quality control comparison result data; outputting working state data of the security personnel; and outputting the working quality data of the security personnel.

According to an embodiment of the present disclosure, the security personnel's working status data includes at least one of security personnel's attention data, workload data, and error rate data.

According to the embodiment of the disclosure, the second graph judging result data is obtained by identifying the security inspection image data through an artificial intelligence algorithm; or the second graph judging result data is obtained by judging the security inspection image data by a quality control personnel.

In another aspect, a method for quality control management of security inspection is provided, including: acquiring security inspection image data of an object to be detected and first graph judgment result data of security inspection personnel; and processing the security inspection image data to obtain second graph judgment result data, comparing the second graph judgment result data with the first graph judgment result data to obtain quality control comparison result data, and obtaining the working quality data of security inspection personnel according to the quality control comparison result data.

According to an embodiment of the present disclosure, further comprising: acquiring working state data of security personnel; and obtaining the working quality data of the security personnel according to the working state data of the security personnel.

According to an embodiment of the present disclosure, further comprising: inserting a problem image in the image judging process of the security personnel, acquiring third image judging result data of the security personnel for judging the problem image, and obtaining the working quality data of the security personnel according to the third image judging result data.

According to an embodiment of the present disclosure, after obtaining the working quality data of the security personnel, at least one of the following is further included: outputting the security inspection image data; outputting first graph judging result data of the security check personnel; outputting the second judgment chart result data and the quality control comparison result data; outputting working state data of the security personnel; and outputting the working quality data of the security personnel.

In another aspect, there is provided a security quality control management apparatus comprising: the detection module is used for acquiring security inspection image data of the object to be detected and first graph judgment result data of security inspection personnel; and the quality control module is used for processing the security inspection image data to obtain second graph judgment result data, comparing the second graph judgment result data with the first graph judgment result data to obtain quality control comparison result data, and obtaining the working quality data of security inspection personnel according to the quality control comparison result data.

In another aspect, there is provided an electronic device comprising: one or more processors; and a memory for storing one or more programs, wherein the one or more programs, when executed by the one or more processors, cause the one or more processors to perform the above-described security quality control management method.

In another aspect, a computer readable storage medium having stored thereon executable instructions that, when executed by a processor, cause the processor to perform the above-described security quality control management method is provided.

In another aspect, a computer program product is provided, comprising a computer program which, when executed by a processor, implements the above-described security quality control management method.

According to the security inspection quality control management system, the security inspection quality control management method, the security inspection quality control management device and the electronic equipment, at least security inspection service data can be acquired in real time in a full-period and full-flow mode through the detection terminal, and the graph judgment result of the security inspection personnel is remotely judged and supervised through the quality control server, so that the graph judgment service capacity of the security inspection personnel can be supervised and checked in real time, and the management and control level of the security inspection quality and the working efficiency of the security inspection personnel are improved.

Drawings

The foregoing and other objects, features and advantages of the disclosure will be more apparent from the following description of embodiments of the disclosure with reference to the accompanying drawings, in which:

FIG. 1 schematically illustrates a block diagram of a security quality control management system according to an embodiment of the present disclosure;

FIG. 2 schematically illustrates a flow chart of a security quality control management method according to an embodiment of the disclosure;

FIG. 3 schematically illustrates a block diagram of a security quality control management apparatus according to an embodiment of the present disclosure; and

Fig. 4 schematically illustrates a block diagram of an electronic device adapted to implement a security quality control management method according to an embodiment of the disclosure.

Detailed Description

Hereinafter, embodiments of the present disclosure will be described with reference to the accompanying drawings. It should be understood that the description is only exemplary and is not intended to limit the scope of the present disclosure. In the following detailed description, for purposes of explanation, numerous specific details are set forth in order to provide a thorough understanding of the embodiments of the present disclosure. It may be evident, however, that one or more embodiments may be practiced without these specific details. In addition, in the following description, descriptions of well-known structures and techniques are omitted so as not to unnecessarily obscure the concepts of the present disclosure.

The terminology used herein is for the purpose of describing particular embodiments only and is not intended to be limiting of the disclosure. The terms "comprises," "comprising," and/or the like, as used herein, specify the presence of stated features, steps, operations, and/or components, but do not preclude the presence or addition of one or more other features, steps, operations, or components.

All terms (including technical and scientific terms) used herein have the same meaning as commonly understood by one of ordinary skill in the art unless otherwise defined. It should be noted that the terms used herein should be construed to have meanings consistent with the context of the present specification and should not be construed in an idealized or overly formal manner.

Where a convention analogous to "at least one of A, B and C, etc." is used, in general such a convention should be interpreted in accordance with the meaning of one of skill in the art having generally understood the convention (e.g., "a system having at least one of A, B and C" would include, but not be limited to, systems having a alone, B alone, C alone, a and B together, a and C together, B and C together, and/or A, B, C together, etc.).

The embodiment of the disclosure provides a security inspection quality control management system, which comprises a detection terminal and a quality control server, wherein the detection terminal is in communication connection with the quality control server; the detection terminal is used for acquiring security inspection image data of an object to be detected and first graph judgment result data of security inspection personnel, and sending the security inspection image data and the first graph judgment result data to the quality control server; the quality control server is used for processing the security inspection image data to obtain second graph judgment result data, comparing the second graph judgment result data with the first graph judgment result data to obtain quality control comparison result data, and obtaining the working quality data of security inspection personnel according to the quality control comparison result data. Through the quality control management system for the security inspection, the security inspection image data can be acquired in real time through the detection terminal, whether the security inspection image data has a security problem or not is judged remotely through the quality control server, and then the second image judgment result data obtained by the quality control server is compared with the first image judgment result data of security inspection personnel, so that the image judgment business capability of the security inspection personnel can be monitored and checked, and the management and control level of the security inspection quality and the working efficiency of the security inspection personnel are improved.

It should be noted that the security inspection quality control management system may be applied to quality control in security inspection fields such as civil aviation, customs, rail transit, etc., and the specific application field is not limited in the embodiments of the present disclosure.

Fig. l schematically shows a block diagram of a security quality control management system according to an embodiment of the present disclosure.

As shown in fig. 1, the quality control management system 100 for security inspection according to this embodiment may include a detection terminal 101 and a quality control server 102, where the detection terminal 101 is communicatively connected to the quality control server 102. For example, the system may include a plurality of detection terminals 101, and the quality control server 102 is simultaneously connected to the plurality of detection terminals 101 in a communication manner.

The detection terminal 101 is configured to obtain security inspection image data of an object to be detected and first graph judgment result data of a security inspection person, and send the security inspection image data and the first graph judgment result data to the quality control server 102. For example, the security inspection image data of the object to be inspected can be a physical image or an X-ray image of the object to be inspected.

For example, the detection terminal 101 may include a device for a security check staff to perform image determination, an X-ray security check machine with image determination function for the security check staff, a CT (Computed Tomography, electronic computer tomography), a centralized image determination workstation, and the like, and the detection terminal 101 may further include an image capturing device on the security check staff.

The quality control server 102 is configured to process the security inspection image data to obtain second graph judgment result data, compare the second graph judgment result data with the first graph judgment result data to obtain quality control comparison result data, and obtain working quality data of security inspection personnel according to the quality control comparison result data. The quality control server 102 may be a server with data collection and processing functions, for example, the quality control server 102 may be a related server system for collecting quality control data of inspection of passengers, line inspection or cargo inspection systems.

The detection terminal 101 is in communication connection with the quality control server 102. The detection terminal 101 may send the collected security inspection image data of the object to be detected and the first graph judgment result data of the security inspection personnel to the quality control server 102. The quality control server 102 may process the security inspection image data of the object to be inspected acquired by the inspection terminal 101 to obtain second graph result data, and compare the first graph result data with the second graph result data to perform business capability assessment on the security inspection personnel, and obtain security inspection quality data of the security inspection personnel according to the assessment result. For example, if the security personnel determines that the security image data of the to-be-detected object is "security problem exists" in the obtained first determination result data, and the quality control server 102 processes the security image data of the to-be-detected object to obtain the second determination result data "no security problem", it is obvious that a conclusion that the first determination result data and the second determination result data are different can be obtained, and the conclusion can be used as an index for checking the working quality of the security personnel

Optionally, the detection terminal 101 may also collect detection data of the security inspection device, where the detection data of the security inspection device may include information about an operating state of the security inspection device, such as online, offline, abnormal, diagnostic information, and so on. The detection data of the security inspection device can also comprise the quantity of the security inspection baggage, security inspection detection result data and the like.

Optionally, the detection terminal 101 may also collect real-time operation status data of the security inspection device or the security inspection working device, and the quality control server 102 may monitor the operation status of the security inspection device or the security inspection working device in real time according to the data. For example, the quality control server 102 may collect status information of the security check machine or the graph judging workstation collected by the detection terminal 101 and sent to the quality control server 102, and monitor the operation status of the security check machine or the graph judging workstation by using the status information. Further, when the quality control server 102 monitors that the security inspection device or the security inspection working device is abnormal or faulty, it can remotely send out an alarm prompt and shut down the corresponding security inspection device or security inspection working device.

The quality control server 102 may count various types of data collected by the detection terminal 101, so as to query related security check data. For example, the quality control server 102 may display information such as the on-duty time and the unpacking number of the staff, and may be used as performance assessment index items to perform effective assessment management on the staff by issuing an assessment report including the on-duty time, the working time of each post and other relevant indexes.

Further, the security quality control management system 100 may be classified into rights, and different accounts correspond to different rights. All security check personnel carry out authentication login through a user name and a password, and carry out security and authority management functions such as work authority allocation and the like according to a user role. For example, a threshold value can be configured for the attendance time of the security personnel, the attendance time can be checked in real time after the security personnel logs in, and if the attendance time exceeds the threshold value, the system can send prompt information to the security personnel. Therefore, the working state of the security personnel can be quickly known based on the data displayed by the quality control server 102.

In the embodiment of the present disclosure, by using the cooperation between the detection terminal 101 and the quality control server 102, functions such as real-time supervision, graph judgment service assessment, data statistics, and personnel management may be implemented. Specifically, inspection of passengers, baggage inspection and cargo inspection can be remotely monitored in real time, the image recognition behaviors of security inspection personnel can be synchronously monitored in real time, and security inspection channels or baggage appearance images can be simultaneously displayed at the quality control server 102, so that the quality control management of interpretation of baggage X-ray images of the security inspection personnel is remotely realized.

According to the embodiment of the disclosure, the detection terminal 101 is further configured to obtain working state data of a security personnel, and send the working state data of the security personnel to the quality control server 102; the quality control server 102 is further configured to obtain working quality data of the security personnel according to the working state data of the security personnel.

For example, the detection terminal 101 may acquire working state data of a security check person in real time by using a camera, a pickup, and the like, and send the working state data of the security check person to the quality control server 102; the quality control server 102 can process the working state data of the security check personnel collected by the detection terminal 101 to obtain security check working quality data. In other embodiments, the detection terminal 101 may collect the working state data of the security personnel and the graph judging data of the security personnel, and synchronize to the quality control server 102; the quality control server 102 can comprehensively process the working state data of the security personnel and the judgment chart data of the security personnel to obtain the security inspection working quality data.

According to the embodiment of the disclosure, the quality control server 102 is further configured to insert a problem image in a graph judging process of a security inspection person, obtain third graph judging result data of the security inspection person for judging the problem image, and obtain working quality data of the security inspection person according to the third graph judging result data. The problem image is an image which can be identified in the security inspection process and has potential safety hazards.

For example, the quality control server 102 can control the security inspection graph judging device in real time, a problem image is inserted in the process of real-time graph judgment of security inspection personnel, and the graph judging result of the security inspection personnel on the problem image is recorded as third graph judging result data through the detection terminal 101. The quality control server 102 may determine whether the third graph result data is correct, and use the determination result as one of the assessment factors of the security personnel, to finally obtain the working quality data of the security personnel. Accordingly, the quality control server 102 may have a real-time business problem gallery management and real-time business assessment detail statistics query function. In other embodiments, the third graph judgment result data and the working state data of the security personnel and/or the first graph judgment result data may be comprehensively processed to obtain the security inspection working quality data. Through the mode, the image judgment and assessment can be performed on security personnel in real time.

For example, the problem image may be inserted in the process of judging the image of the security personnel according to a preset rule (according to different times, according to different devices, according to different security personnel). After the security check personnel make the graph judgment conclusion, the system can inform the security check personnel of the current check result in real time, record the check result in the background of the system and carry out statistics and inquiry. Through the mode, an assessment plan can be preset to conduct judgment and assessment on security personnel.

According to an embodiment of the present disclosure, the quality control server 102 is further configured to at least one of: outputting the security inspection image data; outputting first graph judging result data of the security check personnel; outputting the second judgment chart result data and the quality control comparison result data; outputting working state data of the security personnel; and outputting the working quality data of the security personnel.

In the embodiment of the present disclosure, the quality control server 102 may output and display various types of data collected by the detection terminal 101. For example, the quality control server 102 may convert the quality data of the security personnel obtained by processing into a form of statistical graph or table, and may connect and print out the corresponding graph or table. Therefore, the working state of security personnel can be more clearly and directly monitored, and the control level and the working efficiency of the security quality are comprehensively and effectively improved.

In other embodiments, the quality control server 102 may also output other types of data collected by the display detection terminal 101, so as to query related security check data. For example, the quality control server 102 may output and display information such as the current day inspection of passengers, the number of devices of the two systems for line inspection, the total number of pieces of daily baggage, real-time data of the baggage for open inspection, the working state of the online user, the comparison of human quality control, the comparison of AT quality control, and the working time. Further, the quality control server 102 can query the information such as the number of overtime judgment charts of security check personnel of the current day inspection system and the number of real-time service check errors.

According to an embodiment of the present disclosure, the security personnel's working status data includes at least one of security personnel's attention data, workload data, and error rate data. For example, the attention data of the security personnel can be acquired in real time through the image capturing device of the detection terminal 101 and sent to the quality control server 102. The workload data of the security personnel can comprise data such as on-duty time, working time, graph judging speed, graph judging quantity, graph judging review rate, working position, moving path and the like. The error rate data of the security personnel can be obtained by comparing the first graph judging result data with the second graph judging result data, can also be obtained by sampling inspection of the graph judging result of the security personnel, and can also be obtained by setting a test.

It can be appreciated that, in some embodiments, the quality control server 102 may process the attention data and the workload data of the security inspection personnel collected by the detection terminal 101 to obtain the working state index of the security inspection personnel, and then combine the working state index with the detection data of the security inspection device to obtain the security inspection working quality data.

According to the embodiment of the disclosure, the second graph judging result data is obtained by identifying the security inspection image data through an artificial intelligence algorithm; or the second graph judging result data is obtained by judging the security inspection image data by a quality control personnel. In the embodiment of the disclosure, an AI image intelligent recognition auxiliary graph judging technology can be utilized to continuously train and optimize an artificial intelligent model, so that a machine can more accurately and automatically recognize dangerous goods and give prompts, the overall efficiency of security check work is improved, the artificial work intensity is reduced, fatigue is reduced, and the error probability and the missed detection probability are reduced.

For example, the quality control server 102 may support an AI intelligent algorithm to assist in manual judgment. In the real-time quality control interface, the first graph judging result data made by the security personnel and the second graph judging result data made by the AI intelligent algorithm can be synchronously displayed, for example, the suspicious frame marks drawn by the security personnel and the suspicious frame marks of the AT intelligent graph judging can be synchronously displayed. The AI intelligent judgment chart is compared with the judgment chart conclusion of the security check personnel in real time, and prompt information corresponding to the comparison result is given out in a real-time supervision interface, so that the efficiency of obtaining the security check working quality data can be improved.

Further, the quality control server 102 can support a batch AI review function, and review is performed on the graph judgment results of security inspection personnel according to different time, personnel and equipment by making different review plans, so that the judgment accuracy is improved.

Based on the above-mentioned quality control management system 100, the present disclosure further provides a quality control management method for security inspection. This method will be described in detail below in connection with fig. 2.

Fig. 2 schematically illustrates a flow chart of a security quality control management method according to an embodiment of the disclosure.

As shown in fig. 2, the security quality control management method of this embodiment includes operations S210 to S220.

In operation S210, security inspection image data of an article to be inspected and first graph judgment result data of a security inspection person are acquired. In an embodiment, the operation S210 may be used to perform the functions of the detection terminal 101 described above, which are not described herein.

In operation S220, the security inspection image data is processed to obtain second graph judgment result data, the second graph judgment result data is compared with the first graph judgment result data to obtain quality control comparison result data, and the working quality data of security inspection personnel is obtained according to the quality control comparison result data. In an embodiment, the operation S220 may be used to perform the functions of the quality control server 102 described above, which are not described herein.

Based on operations S210 to S220, the collected security inspection image data of the object to be inspected may be processed to obtain second graph result data, and by comparing the first graph result data with the second graph result data, the security inspection personnel may be checked for service capability, and security inspection quality data of the security inspection personnel may be obtained according to the check result. For example, if the security inspection personnel judges the security inspection image data of the object to be inspected, the obtained first judgment chart result data is "security problem exists", and the obtained second judgment chart result data is "security problem does not exist" after the security inspection image data of the object to be inspected is processed through the quality control flow, it is obvious that a conclusion that the first judgment chart result data and the second judgment chart result data are different can be obtained, and the conclusion can be used as one of indexes for checking the working quality of the security inspection personnel.

According to an embodiment of the present disclosure, the security quality control management method further includes: acquiring working state data of security personnel; and obtaining the working quality data of the security personnel according to the working state data of the security personnel.

For example, working state data of security personnel can be obtained in real time by using a camera, a sound pick-up and the like; the collected working state data of security personnel can be processed to obtain security inspection working quality data. In other embodiments, working state data of the security personnel and judgment chart data of the security personnel can be collected, and the working state data of the security personnel and the judgment chart data of the security personnel are comprehensively processed to obtain security inspection working quality data.

According to an embodiment of the present disclosure, the security quality control management method further includes: inserting a problem image in the image judging process of the security personnel, acquiring third image judging result data of the security personnel for judging the problem image, and obtaining the working quality data of the security personnel according to the third image judging result data. The problem image is an image which can be identified in the security inspection process and has potential safety hazards.

For example, the problem image can be inserted in the real-time image judging process of the security personnel, and the image judging result of the problem image, which is made by the security personnel, is recorded as third image judging result data. And judging whether the third graph judging result data is correct or not, taking the judging result as one of the checking factors of the security personnel, and finally obtaining the working quality data of the security personnel. Correspondingly, the system can have the functions of real-time business problem gallery management and real-time business assessment detail statistics query. In other embodiments, the third graph judgment result data and the working state data of the security personnel and/or the first graph judgment result data may be comprehensively processed to obtain the security inspection working quality data. Through the mode, the image judgment and assessment can be performed on security personnel in real time.

For example, the problem image may be inserted in the process of judging the image of the security personnel according to a preset rule (according to different times, according to different devices, according to different security personnel). After the security check personnel make the graph judgment conclusion, the system can inform the security check personnel of the current check result in real time, record the check result in the background and carry out statistics inquiry. Through the mode, an assessment plan can be preset to conduct judgment and assessment on security personnel.

According to an embodiment of the present disclosure, after obtaining the working quality data of the security personnel, the security quality control management method further includes at least one of: outputting the security inspection image data; outputting first graph judging result data of the security check personnel; outputting the second judgment chart result data and the quality control comparison result data; outputting working state data of the security personnel; and outputting the working quality data of the security personnel.

In embodiments of the present disclosure, various types of data collected may be output and displayed. For example, the working quality data of the security personnel obtained by processing can be converted into a form of statistical graph or table, and the corresponding graph or table can be connected and printed out. Therefore, the working state of security personnel can be more clearly and directly monitored, and the control level and the working efficiency of the security quality are comprehensively and effectively improved.

In other embodiments, other types of data collected may also be output and displayed to facilitate querying relevant security data. For example, information such as the current day inspection of passengers, the number of devices of the two systems for line inspection, the total number of pieces of daily baggage, real-time data of the checked baggage, the working state of an online user, man-made work control comparison, AI quality control comparison, working time and the like can be output and displayed. Furthermore, the information such as the overtime judgment chart number and the real-time service check error number of security check personnel of the current day inspection system can be inquired.

According to an embodiment of the present disclosure, the security personnel's working status data includes at least one of security personnel's attention data, workload data, and error rate data. For example, the workload data of the security personnel can include data such as on-duty time, working time, graph judging speed, graph judging number, graph judging review rate, working position, moving path and the like. The error rate data of the security personnel can be obtained by comparing the first graph judging result data with the second graph judging result data, can also be obtained by sampling inspection of the graph judging result of the security personnel, and can also be obtained by setting a test.

It can be appreciated that in some embodiments, the collected attention data and workload data of the security personnel may be processed first to obtain a working state index of the security personnel, and then the working state index is combined with detection data of the security equipment to obtain security inspection working quality data.

For example, the manual judgment may be aided by an AI intelligent algorithm. In the real-time quality control interface, the first graph judging result data made by the security personnel and the second graph judging result data made by the AI intelligent algorithm can be synchronously displayed, for example, the suspicious frame mark drawn by the security personnel and the suspicious frame mark of the AI intelligent graph judging can be synchronously displayed. The AI intelligent judgment chart is compared with the judgment chart conclusion of the security check personnel in real time, and prompt information corresponding to the comparison result is given out in a real-time supervision interface, so that the efficiency of obtaining the security check working quality data can be improved.

Furthermore, the batch AI rechecking function can be supported, and the rechecking of the judgment graph results of security personnel can be carried out according to different time, personnel and equipment by making different rechecking plans, so that the judgment accuracy is improved.

Based on the security inspection quality control management method, the present disclosure also provides a security inspection quality control management device. The device will be described in detail below in connection with fig. 3.

Fig. 3 schematically illustrates a block diagram of a security quality control management apparatus according to an embodiment of the present disclosure.

As shown in fig. 3, the quality control management apparatus 300 for security inspection of this embodiment includes a detection module 310 and a quality control module 320.

The detection module 310 is configured to obtain security inspection image data of an object to be detected and first graph judgment result data of a security inspection person. In an embodiment, the detection module 310 may be configured to perform the operation S210 described above, which is not described herein.

The quality control module 320 is configured to process the security inspection image data to obtain second graph judgment result data, compare the second graph judgment result data with the first graph judgment result data to obtain quality control comparison result data, and obtain working quality data of security inspection personnel according to the quality control comparison result data. In an embodiment, the quality control module 320 may be used to perform the operation S220 described above, which is not described herein.

Any of the plurality of modules in the detection module 310 and the quality control module 320 may be combined in one module to be implemented, or any of the plurality of modules may be split into a plurality of modules according to an embodiment of the present disclosure. Or at least some of the functionality of one or more of the modules may be combined with, and implemented in, at least some of the functionality of other modules. According to embodiments of the present disclosure, at least one of detection module 310 and quality control module 320 may be implemented at least in part as a hardware circuit, such as a Field Programmable Gate Array (FPGA), a Programmable Logic Array (PLA), a system on a chip, a system on a substrate, a system on a package, an Application Specific Integrated Circuit (ASIC), or in hardware or firmware, such as any other reasonable manner of integrating or packaging the circuits, or in any one of or a suitable combination of three of software, hardware, and firmware. Or at least one of the detection module 310 and the quality control module 320 may be at least partially implemented as a computer program module that, when executed, performs the corresponding functions.

As shown in fig. 4, an electronic device 400 according to an embodiment of the present disclosure includes a processor 401 that can perform various appropriate actions and processes according to a program stored in a Read Only Memory (ROM) 402 or a program loaded from a storage section 408 into a Random Access Memory (RAM) 403. The processor 401 may include, for example, a general purpose microprocessor (e.g., a CPU), an instruction set processor and/or an associated chipset and/or a special purpose microprocessor (e.g., an Application Specific Integrated Circuit (ASIC)), or the like. Processor 401 may also include on-board memory for caching purposes. Processor 401 may include a single processing unit or multiple processing units for performing different actions of the method flows in accordance with embodiments of the disclosure.

In the RAM 403, various programs and data necessary for the operation of the electronic device 400 are stored. The processor 401, the ROM 402, and the RAM 403 are connected to each other by a bus 404. The processor 401 performs various operations of the method flow according to the embodiment of the present disclosure by executing programs in the ROM 402 and/or the RAM 403. Note that the program may be stored in one or more memories other than the ROM 402 and the RAM 403. The processor 401 may also perform various operations of the method flow according to the embodiments of the present disclosure by executing programs stored in the one or more memories.

According to an embodiment of the present disclosure, electronic device 400 may also include an input/output (I/O) interface 405, with input/output (I/O) interface 405 also connected to bus 404. Electronic device 400 may also include one or more of the following components connected to I/O interface 405: an input section 406 including a keyboard, a mouse, and the like; an output portion 407 including a Cathode Ray Tube (CRT), a Liquid Crystal Display (LCD), and the like, and a speaker, and the like; a storage section 408 including a hard disk or the like; and a communication section 409 including a network interface card such as a LAN card, a modem, or the like. The communication section 409 performs communication processing via a network such as the internet. The drive 410 is also connected to the I/O interface 405 as needed. A removable medium 411 such as a magnetic disk, an optical disk, a magneto-optical disk, a semiconductor memory, or the like is installed on the drive 410 as needed, so that a computer program read therefrom is installed into the storage section 408 as needed.

The present disclosure also provides a computer-readable storage medium that may be embodied in the apparatus/device/system described in the above embodiments; or may exist alone without being assembled into the apparatus/device/system. The computer-readable storage medium carries one or more programs which, when executed, implement methods in accordance with embodiments of the present disclosure.

According to embodiments of the present disclosure, the computer-readable storage medium may be a non-volatile computer-readable storage medium, which may include, for example, but is not limited to: a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In the context of this disclosure, a computer-readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. For example, according to embodiments of the present disclosure, the computer-readable storage medium may include ROM 402 and/or RAM 403 and/or one or more memories other than ROM 402 and RAM 403 described above.

Embodiments of the present disclosure also include a computer program product comprising a computer program containing program code for performing the methods shown in the flowcharts. The program code, when executed in a computer system, causes the computer system to perform the methods provided by embodiments of the present disclosure.

The above-described functions defined in the system/apparatus of the embodiments of the present disclosure are performed when the computer program is executed by the processor 401. The systems, apparatus, modules, units, etc. described above may be implemented by computer program modules according to embodiments of the disclosure.

In one embodiment, the computer program may be based on a tangible storage medium such as an optical storage device, a magnetic storage device, or the like. In another embodiment, the computer program may also be transmitted, distributed over a network medium in the form of signals, downloaded and installed via the communication portion 409, and/or installed from the removable medium 411. The computer program may include program code that may be transmitted using any appropriate network medium, including but not limited to: wireless, wired, etc., or any suitable combination of the foregoing.

In such an embodiment, the computer program may be downloaded and installed from a network via the communication portion 409 and/or installed from the removable medium 411. The above-described functions defined in the system of the embodiments of the present disclosure are performed when the computer program is executed by the processor 401. The systems, devices, apparatus, modules, units, etc. described above may be implemented by computer program modules according to embodiments of the disclosure.

According to embodiments of the present disclosure, program code for performing computer programs provided by embodiments of the present disclosure may be written in any combination of one or more programming languages, and in particular, such computer programs may be implemented in high-level procedural and/or object-oriented programming languages, and/or assembly/machine languages. Programming languages include, but are not limited to, such as Java, c++, python, "C" or similar programming languages. The program code may execute entirely on the user's computing device, partly on the user's device, partly on a remote computing device, or entirely on the remote computing device or server. In the case of remote computing devices, the remote computing device may be connected to the user computing device through any kind of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or may be connected to an external computing device (e.g., connected via the Internet using an Internet service provider).

The flowcharts and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present disclosure. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams or flowchart illustration, and combinations of blocks in the block diagrams or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.

Those skilled in the art will appreciate that the features recited in the various embodiments of the disclosure and/or in the claims may be provided in a variety of combinations and/or combinations, even if such combinations or combinations are not explicitly recited in the disclosure. In particular, the features recited in the various embodiments of the present disclosure and/or the claims may be variously combined and/or combined without departing from the spirit and teachings of the present disclosure. All such combinations and/or combinations fall within the scope of the present disclosure.

The embodiments of the present disclosure are described above. These examples are for illustrative purposes only and are not intended to limit the scope of the present disclosure. Although the embodiments are described above separately, this does not mean that the measures in the embodiments cannot be used advantageously in combination. The scope of the disclosure is defined by the appended claims and equivalents thereof. Various alternatives and modifications can be made by those skilled in the art without departing from the scope of the disclosure, and such alternatives and modifications are intended to fall within the scope of the disclosure.

Claims

1. The quality control management system for security inspection is characterized by comprising a detection terminal and a quality control server, wherein the detection terminal is in communication connection with the quality control server;

The detection terminal is used for acquiring security inspection image data of an object to be detected and first graph judgment result data of security inspection personnel, and sending the security inspection image data and the first graph judgment result data to the quality control server;

The quality control server is used for processing the security inspection image data to obtain second graph judgment result data, comparing the second graph judgment result data with the first graph judgment result data to obtain quality control comparison result data, and obtaining the working quality data of security inspection personnel according to the quality control comparison result data.

2. The quality control management system according to claim 1, wherein the detection terminal is further configured to obtain working state data of a security personnel, and send the working state data of the security personnel to the quality control server;

The quality control server is also used for obtaining the working quality data of the security personnel according to the working state data of the security personnel.

3. The quality control management system according to claim 2, wherein the quality control server is further configured to insert a problem image in a graph judging process of a security personnel, obtain third graph judging result data of the security personnel for judging the problem image, and obtain working quality data of the security personnel according to the third graph judging result data.

4. The quality control management system according to claim 3, wherein the quality control server is further configured to at least one of:

outputting the security inspection image data;

outputting first graph judging result data of the security check personnel;

Outputting the second judgment chart result data and the quality control comparison result data;

Outputting working state data of the security personnel;

and outputting the working quality data of the security personnel.

5. The security quality control management system of claim 4, wherein the security personnel operational status data comprises at least one of security personnel attention data, workload data, and error rate data.

6. The quality control management system of any one of claims 1-5,

The second graph judging result data is obtained by identifying the security inspection image data through an artificial intelligent algorithm; or alternatively

The second graph judging result data is obtained by judging the security check image data by a quality control personnel.

7. The quality control management method for the security inspection is characterized by comprising the following steps of:

Acquiring security inspection image data of an object to be detected and first graph judgment result data of security inspection personnel;

and processing the security inspection image data to obtain second graph judgment result data, comparing the second graph judgment result data with the first graph judgment result data to obtain quality control comparison result data, and obtaining the working quality data of security inspection personnel according to the quality control comparison result data.

8. The security quality control management method of claim 7, further comprising:

Acquiring working state data of security personnel;

And obtaining the working quality data of the security personnel according to the working state data of the security personnel.

9. The security quality control management method of claim 8, further comprising: inserting a problem image in the image judging process of the security personnel, acquiring third image judging result data of the security personnel for judging the problem image, and obtaining the working quality data of the security personnel according to the third image judging result data.

10. The method of claim 9, further comprising, after obtaining the quality of work data of the security personnel, at least one of:

outputting the security inspection image data;

outputting first graph judging result data of the security check personnel;

Outputting working state data of the security personnel;

and outputting the working quality data of the security personnel.

11. The security quality control management method of claim 10, wherein the security personnel operational status data comprises at least one of security personnel attention data, workload data, and error rate data.

12. The method for quality control management of security inspection according to any one of claims 7 to 11, wherein,

13.A security quality control management device, comprising:

The detection module is used for acquiring security inspection image data of the object to be detected and first graph judgment result data of security inspection personnel;

And the quality control module is used for processing the security inspection image data to obtain second graph judgment result data, comparing the second graph judgment result data with the first graph judgment result data to obtain quality control comparison result data, and obtaining the working quality data of security inspection personnel according to the quality control comparison result data.

14. An electronic device, comprising:

One or more processors;

Storage means for storing one or more programs,

Wherein the one or more programs, when executed by the one or more processors, cause the one or more processors to perform the method of any of claims 7-12.

15. A computer readable storage medium having stored thereon executable instructions which, when executed by a processor, cause the processor to perform the method according to any of claims 7 to 12.

16. A computer program product comprising a computer program which, when executed by a processor, implements the method according to any one of claims 7 to 12.