WO2018184596A1 - Method and apparatus for inspecting goods on basis of radiation image - Google Patents

Abstract

Provided are a method and apparatus for inspecting goods on the basis of a radiation image, belonging to the field of goods inspection. The method for inspecting goods on the basis of a radiation image comprises: obtaining a radiation image of to-be-inspected goods and customs-declaration information of the to-be-inspected goods (S100); distributing the radiation image and customs-declaration information thereof to a plurality of goods inspection subsystems, each of the goods inspection subsystems having a corresponding weight (S110); receiving a plurality of inspection results returned by the plurality of goods inspection subsystems (S120); consolidating and displaying the plurality of inspection results according to the weight of each goods inspection subsystem (S130). In the method and apparatus for inspecting goods on the basis of a radiation image, a plurality of inspection results of a plurality of goods inspection subsystems is consolidated and displayed, improving the effectiveness of the method for an image examiner to clearly and intuitively inspect various goods.

Description

Method and device for inspecting goods based on radiation images Technical field

The present disclosure relates to the field of cargo inspection technology, and in particular to a method and apparatus for cargo inspection based on a radiation image.

Background technique

Supervision is one of the important functions of the customs, and the inspection station, as the only part of the various business links that can be contacted with the physical goods, plays a decisive role in customs supervision. In the past, the inspection of containers was a time-consuming and laborious task. With the advent of radiation imaging equipment, the inspection of containers was completed by examining the image of the container radiation, realizing a revolutionary non-intrusive inspection. However, the current review work relies mainly on people's experience, and the plan review work requires careful review by the planner. It has a high work intensity. It takes a long time to complete a picture completely, which also causes the current review. The picture faces the following difficulties: insufficient number of planners, insufficient capacity of the planners, and even mis-inspections and missed investigations due to certain irregularities.

In the current field of radiation security inspection, the analysis of X-ray images still needs to be implemented by people. It requires the security personnel to have rich inspection experience and carefully analyze the radiation images. How to provide more helpful solutions for security personnel is the current difficulty. And the direction of the effort.

There have been many patents that have attempted to solve this problem. For example, the patent application with the publication number CN105808555A proposes a method and system for inspecting goods for intelligent inference and giving advice on handling; a patent application with the publication number CN104636707A A method for automatically detecting cigarettes for checking whether a cigarette is contained in a cargo or against cigarette smuggling; and a patent application with the publication number CN105809091A proposes an inspection method and system for checking whether the cargo contains alcoholic goods, and The smuggling of wine; the patent application with the publication number CN103917862A proposes an X-ray inspection system that integrates manifest data and imaging/detection processing for aiding in the analysis of images.

But the effectiveness of so many cargo inspection methods, the starting point and focus of each method are different, it is still difficult to give a clear answer at this stage who is more effective, and how to use is more difficult to answer questions.

Therefore, there is a need for a new method and apparatus for cargo inspection based on radiation images.

The above information disclosed in this Background section is only for enhancement of understanding of the background of the present disclosure, and thus it may include information that does not constitute a prior art known to those of ordinary skill in the art.

Summary of the invention

The method and device for performing cargo inspection based on radiation images disclosed in the present application can integrate image information and customs declaration information and distribute them to a plurality of cargo inspection subsystems, integrate multiple inspection results of multiple cargo inspection subsystems, and display them for convenient review. The charter visually and clearly sees the effectiveness of each cargo inspection subsystem.

Other features and advantages of the present disclosure will be apparent from the following detailed description.

According to an aspect of the present disclosure, a method of performing cargo inspection based on a radiation image is provided, comprising:

Obtaining a radiation image of the goods to be inspected and customs declaration information of the goods to be inspected;

Distributing the radiation image and its customs declaration information to a plurality of cargo inspection subsystems, wherein each cargo inspection subsystem has a corresponding weight;

Receiving, respectively, a plurality of inspection results returned by the plurality of cargo inspection subsystems;

The plurality of inspection results are integrated and displayed according to the weight of each cargo inspection subsystem.

According to an exemplary embodiment of the present disclosure, integrating and displaying the plurality of inspection results according to weights of respective cargo inspection subsystems includes:

The plurality of inspection results and their corresponding cargo inspection subsystems are separately displayed.

According to an exemplary embodiment of the present disclosure, the method further includes:

Receiving feedback information for at least one of the plurality of verification results;

The weight of the corresponding goods inspection subsystem is adjusted according to the feedback information.

According to an exemplary embodiment of the present disclosure, wherein adjusting the weight of the corresponding goods inspection subsystem according to the feedback information comprises:

When the feedback information indicates that the inspection result is consistent with the actual result of the goods to be inspected, increasing the weight of the corresponding goods inspection subsystem;

When the feedback information indicates that the inspection result is inconsistent with the actual result of the goods to be inspected, the weight of the corresponding goods inspection subsystem is lowered.

According to an exemplary embodiment of the present disclosure, integrating and displaying the plurality of inspection results according to weights of respective cargo inspection subsystems includes:

The cargo inspection subsystem with the highest weight and/or the corresponding inspection result are displayed in a preset color.

According to an exemplary embodiment of the present disclosure, integrating and displaying the plurality of inspection results according to weights of respective cargo inspection subsystems includes:

According to the weight of each cargo inspection subsystem, the corresponding cargo inspection subsystem and/or corresponding inspection results are displayed in corresponding proportions.

According to an exemplary embodiment of the present disclosure, each cargo inspection subsystem employs a different cargo inspection method.

According to an aspect of the present disclosure, an apparatus for performing cargo inspection based on a radiation image includes:

And an image and customs information obtaining module, configured to acquire a radiation image of the goods to be inspected and customs declaration information of the goods to be inspected;

a distribution module, configured to distribute the radiation image and its customs declaration information to a plurality of cargo inspection subsystems, wherein each cargo inspection subsystem has a corresponding weight;

a check result receiving module, configured to respectively receive a plurality of check results returned by the plurality of cargo inspection subsystems;

The integrated display module is configured to integrate and display the plurality of inspection results according to the weight of each cargo inspection subsystem.

According to an aspect of the present disclosure, an electronic device is provided, including a memory, a processor, and a computer program stored on the memory and executable on the processor, the processor implementing the program to implement the following steps:

Obtaining a radiation image of the goods to be inspected and customs declaration information of the goods to be inspected;

Distributing the radiation image and its customs declaration information to a plurality of cargo inspection subsystems, wherein each cargo inspection subsystem has a corresponding weight;

Receiving, respectively, a plurality of inspection results returned by the plurality of cargo inspection subsystems;

The plurality of inspection results are integrated and displayed according to the weight of each cargo inspection subsystem.

According to an aspect of the present disclosure, a computer readable storage medium having stored thereon is a computer program that, when executed by a processor, implements the method steps described in any of the above embodiments.

A method and apparatus for performing cargo inspection based on a radiation image according to some embodiments of the present disclosure, receiving the plurality of cargo inspection articles by integrating radiation image information and customs declaration information of the cargo to be inspected and distributing to a plurality of cargo inspection subsystems The plurality of inspection results returned by the system, and then integrating the plurality of inspection results of the plurality of cargo inspection subsystems according to the weights of the respective cargo inspection subsystems, and displaying, so that the planner can visually and clearly see that each cargo inspection subsystem is effective Sex.

In addition, according to the solution in other embodiments of the present disclosure, the weight of the goods inspection subsystem is dynamically adjusted by receiving feedback information of whether the user's inspection result of the goods inspection subsystem is correct or not, so that the user can actually use the process. Feedback to verify the effectiveness of each cargo inspection subsystem.

DRAWINGS

The above and other features and advantages of the present disclosure will become more apparent from the detailed description of the exemplary embodiments.

FIG. 1 illustrates a flow chart of a method of performing cargo inspection based on a radiation image, according to an exemplary embodiment of the present disclosure;

2 illustrates a flow chart of a method of performing cargo inspection based on a radiation image, in accordance with another example embodiment of the present disclosure;

FIG. 3 illustrates a schematic diagram of performing cargo inspection based on a radiation image, according to an exemplary embodiment of the present disclosure; FIG.

4 illustrates a schematic diagram of integrated display of multiple inspection results, in accordance with an example embodiment of the present disclosure;

FIG. 5 illustrates a schematic diagram of a display interface for displaying a plurality of inspection results according to an exemplary embodiment of the present disclosure; FIG.

FIG. 6 illustrates a schematic diagram of a display interface for displaying a plurality of inspection results according to another example embodiment of the present disclosure; FIG.

FIG. 7 illustrates a block diagram of an apparatus for performing cargo inspection based on a radiation image, according to an example embodiment of the present disclosure.

detailed description

Example embodiments will now be described more fully with reference to the accompanying drawings. However, the exemplary embodiments can be embodied in a variety of forms and should not be construed as being limited to the embodiments set forth herein. To those skilled in the art. The same reference numerals in the drawings denote the same or similar parts, and the repeated description thereof will be omitted.

Furthermore, the described features, structures, or characteristics may be combined in any suitable manner in one or more embodiments. In the following description, numerous specific details are set forth However, one skilled in the art will appreciate that the technical solution of the present disclosure may be practiced without one or more of the specific details, or other methods, components, materials, devices, steps, etc. may be employed. In other instances, well-known structures, methods, devices, implementations, materials, or operations are not shown or described in detail to avoid obscuring aspects of the present disclosure.

FIG. 1 illustrates a flow chart of a method of performing cargo inspection based on a radiation image, according to an example embodiment of the present disclosure.

As shown in FIG. 1, in step S100, a radiation image of the goods to be inspected and customs declaration information of the goods to be inspected are obtained.

In some embodiments, the radiation image being analyzed may be obtained from the radiation image analysis workstation or the pictorial station by calling the corresponding interface as the radiation image of the cargo to be inspected. The radiation image to be analyzed of the radiation image analysis workstation or the image inspection station can be generated by the radiation imaging device. In other embodiments, the radiation image to be analyzed may also be directly imported from the local as the radiation image of the goods to be inspected. The source of the radiation image of the goods to be inspected by the present invention is not limited.

In some embodiments, the corresponding customs information of the radiation image of the goods to be inspected may be obtained by invoking an interface interfaced with a customs service system (eg, the H2010 system of China). Of course, the invention is not limited thereto.

The interface for docking the customs core business system can use an EDI (Electronic Data Interchange) interface. EDI is an international standard introduced by the International Organization for Standardization (ISO). It refers to a business or administrative transaction that forms a structured transaction or message message format, from computer to computer, according to a recognized standard. The electronic transmission method is also a computer-readable business language. For example, the exchange of data such as purchase orders, packing lists, and bills of lading in international trade.

In an exemplary embodiment, the customs declaration information may include cargo classification information of the scanned goods, a cargo name, a scanning serial number, a customs declaration number, a container number, and the like. The cargo classification information may be classified into 22 categories according to the HSCODE in the "Regulations of the Customs Import and Export Commodity Specification of the People's Republic of China".

In step S110, the radiation image and its customs declaration information are distributed to a plurality of cargo inspection subsystems, wherein each cargo inspection subsystem has a corresponding weight.

In an exemplary embodiment, each cargo inspection subsystem may employ a different cargo inspection method. For example, the cargo inspection subsystem uses a cargo inspection method for checking whether the customs declaration information in the goods to be inspected is consistent with the actual cargo, and the cargo inspection subsystem 2 uses a cargo inspection method for checking whether the cigarettes are to be inspected, and the cargo inspection subsystem 3 The cargo inspection method for checking whether the goods to be inspected are entrained is used, and the cargo inspection subsystem n adopts a cargo inspection method for checking whether there is any report in the goods to be inspected. The specific inspection method of the goods can refer to the prior art, and More details. In other embodiments, each cargo inspection subsystem may also adopt the same cargo inspection method, for example, a cargo inspection method for checking whether a cigarette is entrained in the cargo to be inspected, but the cigarette inspection method may be different or the same respectively. Cigarette recognition algorithm. Alternatively, some cargo inspection subsystems use the same cargo inspection method, while another cargo inspection subsystem uses different cargo inspection methods. The method for inspecting the goods may adopt any existing inspection method even in the future, which is not limited in the present disclosure.

Specifically, the cargo inspection subsystem may identify a cargo category included in the scanned cargo corresponding to the radiation image, by extracting features of the radiation image; and analyzing a scanned cargo corresponding to the radiation image according to characteristics of the radiation image The category of goods included, the cargo classification information of the radiation image is obtained. The category of the goods included in the scanned goods corresponding to the radiation image may be obtained by detecting the atomic number information of the material of the scanned goods. For example, the scanned goods are identified as organic matter, light metals, inorganics or heavy metals, and the like.

Specifically, the cargo inspection subsystem may establish an intelligent image recognition model; obtain a suspect coefficient of the radiation image according to the smart image recognition model; compare the suspect coefficient of the radiation image with a preset threshold, and determine the Whether the scanned image corresponding to the radiation image is suspect. The smart image recognition model includes at least one or any combination of waste paper, scrap metal, waste plastic model, cigarette model, and wine model. For example, a three-waste (waste paper, scrap metal, waste plastic) recognition algorithm and a corresponding three-waste image feature library can be preset in the system to detect, for example, whether the container contains three wastes, and whether it is waste paper, scrap metal or waste plastic. . Alternatively, the cigarette identification algorithm and the corresponding corresponding image feature library may be preset in the system to detect whether a cigarette is contained in the container. For example, the wine identification algorithm and the corresponding wine image feature library may be preset in the system to detect whether the bottled wine is contained in the container. When it is determined that the suspect coefficient of the current radiation image is lower than the preset threshold, it is determined that there is no prohibited item (for example, any one of cigarette, wine, and three waste products) in the scanned goods corresponding to the radiation image, and the radiation image is The classification of the goods is consistent with the type of goods declared in the customs declaration form.

In an exemplary embodiment, the cargo inspection subsystem may further compare the customs declaration information of the goods to be inspected with the identification analysis result of the radiation image to obtain a matching degree between the two, that is, check whether the goods to be inspected are inspected. There are over-reports, false reports, and missing reports. Determining whether there is any prohibited item in the scanned goods corresponding to the current radiation image, or whether the cargo classification of the radiation image is consistent with the type of the goods declared in the customs declaration, or whether the scanned image of the radiation image has a false report Case.

In step S120, a plurality of inspection results returned by the plurality of cargo inspection subsystems are respectively received.

For example, when each cargo inspection subsystem adopts different cargo inspection methods, the cargo inspection subsystem executes an internal preset cargo inspection method according to the received radiation image and its customs declaration information, and returns a inspection result one; the cargo inspection subsystem Secondly, according to the received radiation image and its customs declaration information, another internal inspection method is performed, and the inspection result 2 is returned; the cargo inspection subsystem 3 performs internal preset according to the received radiation image and its customs declaration information. Another cargo inspection method, returning inspection result three; ...; cargo inspection subsystem n (n is a positive integer greater than or equal to 1) according to the received radiation image and its customs declaration information, performing an internal preset another cargo inspection Method, return the inspection result n.

For another example, when each cargo inspection subsystem adopts the same cargo inspection method, each cargo inspection subsystem 1 to n will respectively return corresponding inspection results, but for the same inspection item, different inspection results may be consistent or contradictory. Taking the cigarette test as an example, it is assumed that the inspection results of the cargo inspection subsystems one and four are cigarette-free entrainment, and the inspection results of other cargo inspection subsystems are cigarette entrainment.

In an exemplary embodiment, the same cargo inspection subsystem may return one or more inspection results, depending on the circumstances of its built-in cargo inspection method, which is not limited in this disclosure.

In step S130, the plurality of inspection results are integrated and displayed according to the weights of the respective cargo inspection subsystems.

In an exemplary embodiment, the weights of the individual cargo inspection subsystems may be initialized and stored, and the weights may be dynamically adjusted or maintained according to preset rules, such as user feedback on the inspection results.

In an exemplary embodiment, integrating and displaying the plurality of inspection results according to weights of respective cargo inspection subsystems includes: displaying the plurality of inspection results and their corresponding cargo inspection subsystems separately. For example, on the same display interface, each of the cargo inspection subsystems and their corresponding inspection results are displayed in a one-to-one correspondence according to a preset layout (where the preset layout is associated with the weight of the corresponding cargo inspection subsystem) On this interface. However, the disclosure does not limit this. In some embodiments, the individual weights may be sorted, and only a predetermined number of cargo inspection subsystems with the highest weight selection and their corresponding inspection results are displayed on the same display interface. In other embodiments, the plurality of inspection results may be first integrated according to a preset algorithm according to the weight of each cargo inspection subsystem, and synthesized into a comprehensive result and then displayed, and the foregoing various cargo inspection subsystems. For example, a cigarette detection method with different algorithms may be used, and the inspection result of the cargo inspection subsystem with less weight or minimum weight may be removed according to the weight, and the inspection result of the cargo inspection subsystem with larger weight or maximum weight may be selected as the final integration result; Alternatively, the weights of the part of the goods inspection subsystem having the same inspection result may be added, the weights of the weights of the different inspection results are compared, and the inspection result with the larger weight is selected as the final integration result. Assume that the inspection results of the cargo inspection subsystems one and four are cigarette-free entrainment, and the inspection results of other cargo inspection subsystems are cigarette entrainment. The weight of the cargo inspection subsystem 1 is 2, the weight of the cargo inspection subsystem 4 is 3, and the sum of the weights of the two is 5, and the sum of the weights of other cargo inspection subsystems is 10, then the integration obtained at this time As a result, the current goods to be inspected have cigarette entrainment. The specific integration algorithm can be arbitrarily modified, and is not limited to the case exemplified in the above embodiments of the present disclosure.

In an exemplary embodiment, the method may further include: receiving feedback information of at least one of the plurality of verification results; and adjusting a weight of the corresponding goods inspection subsystem according to the feedback information.

In some embodiments, in the plurality of inspection results of the same batch of inspected goods, only feedback information of one of the plurality of inspection results may be received, and the inspection of the goods corresponding to the inspection result is adjusted according to the feedback information. The weight of the subsystem, while the weight of other cargo inspection subsystems that do not receive the corresponding inspection results of the feedback information remains unchanged. In other embodiments, in the plurality of inspection results of the same batch of inspected goods, feedback information may be received for all or part of the inspection results of the plurality of inspection results, and the corresponding all or the corresponding information may be adjusted according to the feedback information. The weight of the cargo inspection subsystem for partial inspection results. This disclosure does not limit this.

In an exemplary embodiment, wherein adjusting the weight of the corresponding goods inspection subsystem according to the feedback information comprises: adding the corresponding goods inspection when the feedback information indicates that the inspection result is consistent with the actual result of the goods to be inspected The weight of the system; when the feedback information indicates that the inspection result is inconsistent with the actual result of the goods to be inspected, the weight of the corresponding goods inspection subsystem is reduced.

In an exemplary embodiment, integrating and displaying the plurality of inspection results in accordance with the weights of the respective cargo inspection subsystems includes displaying the cargo inspection subsystem having the highest weight and/or corresponding inspection results in a preset color. However, the disclosure is not limited thereto. In other embodiments, for example, each cargo inspection subsystem and/or corresponding inspection result may be sorted according to the weight size, and the cargo inspection subsystem with greater weight and/or corresponding The higher the inspection result is, the higher the preset number of goods inspection subsystems with larger weights and/or the corresponding inspection results are highlighted with the same preset color (for example, orange), while other weights are ranked smaller. The cargo inspection subsystem displays the black and white colors normally; the cargo inspection subsystems with different weights and/or the corresponding inspection results can be displayed in different preset colors, for example, the cargo inspection subsystem with the largest weight is displayed in red. The cargo inspection subsystem with the second weight is displayed in green, the cargo inspection subsystem with the third weight is displayed in yellow, and so on; the cargo inspection subsystem with different weights and/or the corresponding inspection results can be respectively used by the same preset. Display at different depths of color, for example, each cargo inspection subsystem and/or corresponding inspection results are displayed in black, but the right Largest cargo inspection subsystem with the deepest black display, while the weight of cargo inspection followed subsystems Darkness followed, in turn recurrence.

In an exemplary embodiment, integrating and displaying the plurality of inspection results according to weights of the respective cargo inspection subsystems comprises: corresponding cargo inspection subsystems and/or corresponding inspection results according to weights of respective cargo inspection subsystems The corresponding scale is displayed. For example, the cargo inspection subsystem with the highest weight and/or the corresponding inspection result may be displayed at the maximum display scale, and the cargo inspection subsystem with the second weight and/or the corresponding inspection result are displayed in the next largest display scale, and so on. For another example, the cargo inspection subsystem with the largest weight and/or the corresponding inspection result may be displayed at a display ratio greater than other cargo inspection subsystems and/or corresponding inspection results, while other cargo inspection subsystems and/or corresponding inspection results may be displayed. Display at the same display scale.

In an exemplary embodiment, the above-mentioned preset color and display ratio may also be combined to display different weighted goods inspection subsystems and/or corresponding inspection results, and the disclosure is not limited to the above differential display method, and may also be adopted. Any other display mode, as long as it can facilitate the user to visually and clearly see the difference between the effectiveness of the inspection effect of each cargo inspection subsystem.

It should be noted that the above-mentioned integration and display of the plurality of inspection results according to the weight of the cargo inspection subsystem is not constant, and will be adjusted in real time as the weight of the cargo inspection subsystem is dynamically adjusted.

A method for performing cargo inspection based on a radiation image provided by an embodiment of the present invention, by integrating radiation image information and customs declaration information of a cargo to be inspected and distributing it to a plurality of cargo inspection subsystems, receiving a plurality of inspection results returned by the plurality of cargo inspection subsystems And then, according to the weight of each cargo inspection subsystem, the multiple inspection results of the plurality of cargo inspection subsystems are integrated and displayed, so that the planner can visually and clearly see the effectiveness of each cargo inspection subsystem.

Hereinafter, a method of performing cargo inspection based on a radiation image according to an embodiment of the present disclosure will be exemplified by using FIGS. 2 to 6, but the present disclosure is not limited thereto.

FIG. 2 illustrates a flow chart of a method of performing cargo inspection based on a radiation image, according to another example embodiment of the present disclosure.

As shown in FIG. 2, in step S200, the weights corresponding to the respective cargo inspection subsystems are initialized.

In an exemplary embodiment, a weighting table corresponding to a weight value corresponding to each cargo inspection subsystem may be maintained in the apparatus for performing cargo inspection based on the radiation image, and the weight of the weighting table is to evaluate the effectiveness of each cargo inspection subsystem. The higher the weight of the inspection subsystem, the higher the accuracy of the cargo inspection subsystem.

For example, the initial weight table can be as shown in Table 1 below:

System code system name System weight Updates Last update time 01 Cargo inspection subsystem 0 0 02 Cargo inspection subsystem II 0 0 03 Cargo inspection subsystem three 0 0 ... ... ... ... ... n Cargo inspection subsystem n 0 0

Table 1 weight table initial value

It should be noted that although the initial values of the cargo inspection subsystems are all set to 0 in the above Table 1, the disclosure is not limited thereto, and may be any value, not necessarily 0. In general, the initial values of all cargo sub-inspection systems are equal.

In step S210, a radiation image of the goods to be inspected and customs declaration information of the goods to be inspected are obtained.

Referring to FIG. 3, the apparatus for performing cargo inspection based on the radiation image in the embodiment of the present disclosure may acquire the radiation image of the goods to be inspected from the scanning imaging system and the customs declaration information of the goods to be inspected from the customs service system, respectively.

In an exemplary embodiment, a radiation image of the item to be inspected, such as a transmission image, a backscattered image, etc., is obtained by the scanning imaging system.

In an exemplary embodiment, a customs declaration (or manifest) of the goods to be inspected is obtained by the customs service system, such as a manifest system, a customs clearance system, and the like.

The device for performing cargo inspection based on the radiation image serves as an integrated system for acquiring a radiation image generated by the scanning imaging system and acquiring a customs declaration form of the customs service system.

In step S220, the radiation image and its customs declaration information are distributed to a plurality of cargo inspection subsystems.

The device for performing cargo inspection based on the radiation image distributes corresponding data (radiation image, customs declaration form) to each cargo inspection subsystem, where the cargo inspection subsystem includes various existing cargo inspection systems, which may include but are not limited to "CN105808555A method and system for inspecting goods", "CN104636707A method for automatic detection of cigarettes", "CN105809091A inspection method and system", "CN103917862A integrated manifest data and X-ray inspection system for imaging/detection processing" And system. Each cargo inspection subsystem is inspected for operation. The specific inspection can refer to the prior art.

With continued reference to FIG. 3, the device for performing cargo inspection based on the radiation image may distribute the radiation image of the goods to be inspected and the customs declaration information thereof to a plurality of cargo inspection subsystems, such as a cargo inspection subsystem 1 and a cargo inspection subsystem 2 , cargo inspection subsystem three ... until the cargo inspection subsystem n. The cargo inspection subsystem 1, the cargo inspection subsystem 2, the cargo inspection subsystem 3... until the cargo inspection subsystem n receives the radiation image and/or customs declaration information of the goods to be inspected, respectively, according to the preset goods The inspection method performs analysis and identification on the radiation image and/or customs declaration information, thereby obtaining a plurality of inspection results, for example, the cargo inspection subsystem first obtains the inspection result, the cargo inspection subsystem 2 obtains the inspection result 2, and the cargo inspection subsystem 3 obtains the inspection result. Check the result three, ... the cargo inspection subsystem n obtains the inspection result n.

In step S230, a plurality of inspection results returned by the plurality of cargo inspection subsystems are respectively received.

The result data of each cargo inspection subsystem is returned to the device for cargo inspection based on the radiation image.

Referring to FIG. 4, the device for performing cargo inspection based on the radiation image respectively receives a plurality of inspection results returned by the plurality of cargo inspection subsystems, for example, receiving the inspection result 1, the inspection result 2, the inspection result 3, ... the inspection result n .

In step S240, the plurality of inspection results are integrated and displayed according to the weights of the respective cargo inspection subsystems.

The device for performing cargo inspection based on the radiation image displays the inspection result of each cargo inspection subsystem according to the weight of each cargo inspection subsystem. The display system displays the final composite results.

With continued reference to FIG. 4, the apparatus for performing cargo inspection based on the radiation image integrates the plurality of inspection results according to the received plurality of inspection results and the weights of the corresponding respective cargo inspection subsystems stored in advance therein. The integration result is output to the display system for display.

FIG. 5 illustrates a schematic diagram of integrated display of multiple inspection results, in accordance with an example embodiment of the present disclosure.

The above-mentioned cargo inspection subsystem 1, cargo inspection subsystem 2, cargo inspection subsystem 3, cargo inspection subsystem n are taken as an example for illustration. Assuming that the goods inspection subsystem is used to check whether the customs declaration form of the goods to be inspected matches the actual goods, the cargo inspection subsystem 2 is used to check whether there is cigarette entrainment in the goods to be inspected, and the cargo inspection subsystem 3 is used to check the goods to be inspected. Whether there is wine entrainment, the cargo inspection subsystem n is used to check whether there is any report phenomenon in the goods to be inspected, and assume that the inspection result of the cargo inspection subsystem 1 of the batch of goods to be inspected is “single cargo does not match”, the cargo inspection The second inspection result of subsystem 2 is “cigarette entrainment”, and the inspection result of the cargo inspection subsystem 3 is “wine entrainment”, and the inspection result n of the cargo inspection subsystem n is “reported”.

In step S250, feedback information for at least one of the plurality of verification results is received.

Obtaining the radiation image and customs declaration information of the goods to be inspected by the above steps; transmitting the radiation image and the customs declaration information to the corresponding goods inspection subsystem method; each cargo inspection subsystem runs back the inspection result; and integrating the inspection of each cargo inspection subsystem The results are fed back to the user, for example the planner. Integrate the inspection results of each cargo inspection subsystem, and use the system evaluation method. For example, each cargo inspection subsystem sets the initial weight, and the weight maintenance can be dynamically adjusted according to the feedback of the end user.

Continuing to refer to FIG. 5, after the respective inspection results of the respective cargo inspection subsystems, the "actual results" column is displayed, which can be used to receive the actual inspection results of the various cargo inspection subsystems input, such as reviewing the map by the user. The judge judges whether the current cargo inspection subsystem is correct or incorrect according to whether the inspection result of the corresponding cargo inspection subsystem is consistent with the actual result. When it is correct, select or click the correct button afterwards, when it is wrong When you select or click the error button that follows. Confirm the results manually. The "actual results" can be manually entered by the planner, but the disclosure does not limit the way the actual results are obtained.

In step S260, the weight of the corresponding inspection result is adjusted based on the return information.

In an exemplary embodiment, the weight table of the goods inspection subsystem may be dynamically adjusted according to the following preset rules: when the feedback returned by the planner is correct, the weight of the corresponding goods inspection subsystem is increased by 1 unit, and the number of updates is increased. 1. The last update time is the system submission time; when the feedback returned by the reviewer is an error, the weight of the corresponding goods inspection subsystem is reduced by 1 unit, the number of updates is increased by 1, and the last update time is the system submission time. The unit here can be any value, not necessarily 1.

For example, when the planner selects the correct result after the cargo inspection subsystem one, click Submit at 2015-12-1109:00:35. The results of the weight table are as shown in Table 2 below:

Table 2 Weight Table Maintenance Status 1

When the inspection of the next batch of goods to be inspected is performed, the process returns to step S210 to obtain the radiation image of the next batch of goods to be inspected and the customs declaration information of the next batch of goods to be inspected, and the steps S220-230 are executed cyclically, and according to the adjustment The weight of each cargo inspection subsystem integrates and displays the results of multiple inspections of the next batch of goods to be inspected. And then receiving feedback information of at least one of the plurality of inspection results of the next batch of goods to be inspected, adjusting the weight of the corresponding cargo inspection subsystem according to the feedback information, and then checking the batch of the goods to be inspected The execution process is like this.

For example, when the planner uses the device for checking the goods based on the radiation image to inspect the next batch of goods to be inspected for the second time, the planner performs the display according to the weight table, wherein the cargo inspection subsystem 1 has a significant weight, and the corresponding The results of the inspection will be highlighted.

When the planner returns 3 feedbacks to the goods inspection subsystem, the corresponding weight table updates are as shown in Table 3:

Table 3 weight table maintenance status 2

In the above table 3, the cargo inspection subsystem has an update count of 3 and a weight of 1, indicating that the feedback information returned by the user is received three times, of which 2 times are correct and 1 error is made. The other cargo inspection subsystems remain at their initial values, indicating that they did not receive feedback.

FIG. 6 illustrates a display interface diagram for displaying a plurality of inspection results, according to another example embodiment of the present disclosure.

Referring to FIG. 6, it is assumed that FIG. 5 shows a display interface displayed after the integration of the plurality of inspection results of the first batch of goods to be inspected, and the user selects the correct option in the cargo inspection subsystem 1 shown in FIG. The device for inspecting the cargo based on the radiation image adjusts the corresponding weight of the cargo inspection subsystem, so that its weight is higher than other cargo inspection subsystems (for example, cargo inspection subsystem 2, cargo inspection subsystem 3, ... cargo inspection subsystem) The weight of n) is displayed differentially for the cargo inspection subsystem and its corresponding inspection results. For example, in Figure 6, the cargo inspection subsystem 1 and its corresponding inspection results are highlighted in a preset color (such as orange) and larger than the display ratio of other cargo inspection subsystems, and other cargo inspection subsystems are normal. display.

It should be noted that, in the schematic diagram shown in FIG. 6, the cargo inspection subsystem 1 with the highest weight and its corresponding inspection result are simultaneously highlighted with a preset color different from other cargo inspection subsystems and The font and the box are enlarged and displayed, but the present disclosure is not limited thereto. In other embodiments, the weighting may be the main one, and the weighting is larger, the ranking is higher; the same weighting goods inspection subsystem, the number of times of updating is displayed first, and the goods inspection subsystem with the same weight and the same number of updates, The newer update time is displayed first, and the priority is displayed.

A method for performing cargo inspection based on a radiation image according to an embodiment of the present disclosure, which can uniformly schedule an existing and even any future cargo inspection method, and can check the cargo inspection according to the actual situation in the use process and the user feedback. The weight of the system is dynamically adjusted. On the one hand, the effectiveness of each cargo inspection method is evaluated according to the feedback of the user, thereby providing a better output result for the user; on the other hand, the display is laid out according to the weight, so that an effective cargo inspection is performed. The method obtains a larger and larger proportion, so that the more effective the inspection method of the goods in the application is more obvious, so that the comprehensive application of the method is more effective.

FIG. 7 illustrates a block diagram of an apparatus for performing cargo inspection based on a radiation image, according to an example embodiment of the present disclosure.

As shown in FIG. 7, the apparatus 10 for performing cargo inspection based on the radiation image may include an image and customs information acquisition module 100, a distribution module 110, a verification result receiving module 120, and an integrated display module 130.

The image and customs information acquisition module 100 can be configured to acquire a radiation image of the goods to be inspected and customs declaration information of the goods to be inspected.

The distribution module 110 can be configured to distribute the radiation image and its customs declaration information to a plurality of cargo inspection subsystems, wherein each cargo inspection subsystem has a corresponding weight.

The verification result receiving module 120 can be configured to respectively receive a plurality of inspection results returned by the plurality of cargo inspection subsystems.

The integrated display module 130 can be configured to integrate and display the plurality of inspection results according to the weights of the respective cargo inspection subsystems.

In an exemplary embodiment, the integrated display module 130 may include a display unit for displaying the plurality of inspection results and their corresponding cargo inspection subsystems, respectively.

In an exemplary embodiment, the integrated display module 130 may further include a first distinctive display unit, and the first distinctive display unit may be configured to preset the cargo inspection subsystem with the highest weight and/or the corresponding inspection result. The color is displayed.

In an exemplary embodiment, the integrated display module 130 may further include a second distinctive display unit, and the second distinctive display unit may be configured to correspond to the cargo inspection subsystem and/or according to the weight of each cargo inspection subsystem. The corresponding inspection results are displayed in corresponding proportions.

In an exemplary embodiment, the apparatus 10 for performing cargo inspection based on the radiation image may further include: a feedback information receiving module, configured to receive feedback information of at least one of the plurality of inspection results; a weight adjustment module, And for adjusting the weight of the corresponding cargo inspection subsystem according to the feedback information.

The weight adjustment module may further include a first adjustment unit and a second adjustment unit, wherein the first adjustment unit is configured to: when the feedback information indicates that the verification result is consistent with an actual result of the goods to be inspected And increasing the weight of the corresponding goods inspection subsystem; the second adjustment unit is configured to reduce the weight of the corresponding goods inspection subsystem when the feedback information indicates that the inspection result is inconsistent with the actual result of the goods to be inspected.

In an exemplary embodiment, each cargo inspection subsystem employs a different cargo inspection method.

For the other content of the apparatus for performing the inspection of the goods based on the radiation image of the present embodiment, reference may be made to the above method embodiment, and details are not described herein again.

The device for performing cargo inspection based on the radiation image provided by the embodiment of the present invention distributes the radiation image and its corresponding customs declaration information to a plurality of cargo inspection subsystems, receives a plurality of inspection results returned by the plurality of cargo inspection subsystems, and then according to The weight of each cargo inspection subsystem integrates the multiple inspection results of the plurality of cargo inspection subsystems and displays, so that the planner can visually and clearly see the effectiveness of each cargo inspection subsystem.

In addition, according to the solution in other embodiments of the present disclosure, the weight of the goods inspection subsystem is dynamically adjusted by receiving feedback information of whether the user's inspection result of the goods inspection subsystem is correct or not, so that the user can actually use the process. Feedback to verify the effectiveness of each cargo inspection subsystem.

The present invention has been described and illustrated in detail in the drawings and the description of the invention. Other variations to the disclosed embodiments can be understood and effected by those skilled in the <RTIgt;

In the claims, the <RTIgt; "comprising" does not exclude other elements or steps, and "a" does not exclude the plural. A single element or other unit may fulfill the functions of several items recited in the claims. The mere fact that certain measures are recited in the claims Any reference signs in the claims should not be construed as limiting.

The exemplary embodiments of the present disclosure have been particularly shown and described above. It is to be understood that the invention is not to be construed as being limited

Claims (10)

A method for inspecting goods based on a radiation image, which includes: Obtaining a radiation image of the goods to be inspected and customs declaration information of the goods to be inspected; Distributing the radiation image and its customs declaration information to a plurality of cargo inspection subsystems, wherein each cargo inspection subsystem has a corresponding weight; Receiving, respectively, a plurality of inspection results returned by the plurality of cargo inspection subsystems; The plurality of inspection results are integrated and displayed according to the weight of each cargo inspection subsystem. The method of claim 1 wherein integrating and displaying said plurality of inspection results in accordance with weights of respective cargo inspection subsystems comprises: The plurality of inspection results and their corresponding cargo inspection subsystems are separately displayed. The method of claim 1 or 2, further comprising: Receiving feedback information for at least one of the plurality of verification results; The weight of the corresponding goods inspection subsystem is adjusted according to the feedback information. The method of claim 3, wherein adjusting the weight of the corresponding goods inspection subsystem based on the feedback information comprises: When the feedback information indicates that the inspection result is consistent with the actual result of the goods to be inspected, increasing the weight of the corresponding goods inspection subsystem; When the feedback information indicates that the inspection result is inconsistent with the actual result of the goods to be inspected, the weight of the corresponding goods inspection subsystem is lowered. The method of claim 1 wherein integrating and displaying said plurality of inspection results in accordance with weights of respective cargo inspection subsystems comprises: The cargo inspection subsystem with the highest weight and/or the corresponding inspection result are displayed in a preset color. The method of claim 1 wherein integrating and displaying said plurality of inspection results in accordance with weights of respective cargo inspection subsystems comprises: According to the weight of each cargo inspection subsystem, the corresponding cargo inspection subsystem and/or corresponding inspection results are displayed in corresponding proportions. The method of claim 1 wherein each cargo inspection subsystem employs a different cargo inspection method. A device for inspecting goods based on a radiation image, which comprises: And an image and customs information obtaining module, configured to acquire a radiation image of the goods to be inspected and customs declaration information of the goods to be inspected; a distribution module, configured to distribute the radiation image and its customs declaration information to a plurality of cargo inspection subsystems, wherein each cargo inspection subsystem has a corresponding weight; a check result receiving module, configured to respectively receive a plurality of check results returned by the plurality of cargo inspection subsystems; The integrated display module is configured to integrate and display the plurality of inspection results according to the weight of each cargo inspection subsystem. An electronic device includes a memory, a processor, and a computer program stored on the memory and executable on the processor, wherein the processor executes the program to implement the following steps: Obtaining a radiation image of the goods to be inspected and customs declaration information of the goods to be inspected; Distributing the radiation image and its customs declaration information to a plurality of cargo inspection subsystems, wherein each cargo inspection subsystem has a corresponding weight; Receiving, respectively, a plurality of inspection results returned by the plurality of cargo inspection subsystems; The plurality of inspection results are integrated and displayed according to the weight of each cargo inspection subsystem. A computer readable storage medium having stored thereon a computer program, wherein the program is executed by a processor to implement the method steps of any of claims 1-7.

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