CN114202197B - Alarm message ordering method and system - Google Patents
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Abstract
The invention discloses a method and a system for ordering alarm messages, which are applied to a monitoring terminal of a centralized graph judging system, and comprise the following steps: s1, receiving an AI alarm message from an AI intelligent analyzer, analyzing the AI alarm message and obtaining the source, the level, the category and the sending time of the AI alarm message; s2, receiving a centralized picture judgment warning message from a centralized picture judgment client, analyzing the centralized picture judgment warning message and acquiring the source, the level, the category and the sending time of the centralized picture judgment warning message; s3, updating the alarm message ordered list of the previous period: and according to the AI alarm message and the centralized judgment chart alarm message, ordering according to an alarm ordering display rule to generate a current alarm message ordering list, and updating the alarm message ordering list at the previous moment into the current alarm message ordering list. The invention improves the processing speed of the alarm message which needs to be processed in time by a user, thereby avoiding security check accidents caused by missing packages with high danger coefficient and improving the security guarantee.
Description
Technical Field
The invention relates to the technical field of security inspection, in particular to a method and a system for sequencing alarm messages.
Background
With the rapid development of security inspection technology, monitoring terminal alarm message service is well known in the field of security inspection systems. At present, on most monitoring terminals, alarm messages sent by a graph judging server are ordered according to the time of the messages, namely, alarm messages with later time for throwing or shooting packages are ordered at a later position, and alarm messages with earlier time for throwing or shooting packages are ordered at a earlier position. Such a sequencing method, while allowing the monitoring end user to easily know the time sequence of sending and receiving the alarm messages, can be inconvenient when the monitoring end user needs to retrieve the alarm messages by traveler. Sometimes, the monitoring terminal user needs to check the content of the alarm message corresponding to the specific passenger, call the passenger information, the package security inspection image information, the package appearance image and the like, if the traditional alarm message sorting mode is adopted to sort according to the time of putting or shooting the package, the monitoring terminal user needs to browse each alarm message and needs to search the corresponding passenger according to the alarm message, which is very inconvenient and time-consuming, and increases the index of the security inspection system because the unpacker cannot quickly confirm the package information.
Disclosure of Invention
The invention aims to provide a method and a system for sequencing alarm messages, which are used for sequencing the alarm messages according to the identifiers by acquiring the source, the level and the time identifiers of the alarm messages, so that a monitoring terminal user can more quickly and efficiently process the alarm messages according to the identifiers of the alarm messages, timely respond and process the alarm messages from an AI intelligent analyzer and with high alarm level, and improve the processing speed of the alarm messages for the user, thereby solving the problem that the monitoring terminal user cannot timely process the alarm message sequencing in the prior security inspection field.
A method for ordering alarm messages is applied to a monitoring terminal of a centralized graph judging system, and comprises the following steps:
S1, receiving an AI alarm message from an AI intelligent analyzer, analyzing the AI alarm message and obtaining the source, the level, the category and the sending time of the AI alarm message;
s2, receiving a centralized picture judgment warning message from a centralized picture judgment client, analyzing the centralized picture judgment warning message and acquiring the source, the level, the category and the sending time of the centralized picture judgment warning message;
S3, updating the alarm message ordered list of the previous period: and according to the AI alarm information and the centralized judgment chart alarm information, ordering according to alarm ordering display rules to generate a current alarm information ordering list, and updating the alarm information ordering list at the previous moment into the current alarm information ordering list.
Further, the step S3 specifically includes the following steps:
s301, according to the AI alarm message, the centralized judgment chart alarm message and the source and the level of the alarm message in the alarm message sequencing list of the previous period, wherein:
The AI alarm message includes:
At the current moment, the source is an 'AI intelligent analyzer', and the level is a 'first-level' alarm message;
At the current moment, the source is an 'AI intelligent analyzer', and the level is a 'second level';
At the current moment, the source is an 'AI intelligent analyzer', and the level is a 'three-level' alarm message;
The centralized judgment chart alarm message comprises:
the current moment, the source is a concentrated graph judging client, and the level is a first-level alarm message;
The current moment, the source is a centralized graph judging client, and the level is a second-level alarm message;
At the current moment, the source is a centralized graph judging client and the level is three-level alarm message;
the alarm messages in the alarm message ordered list of the previous period include:
the source of the alarm message is an AI intelligent analyzer and the level of the alarm message is a level of one level in the previous period;
the source of the alarm message is an AI intelligent analyzer and the level of the alarm message is a second level in the former period;
the source of the alarm message in the previous period is an AI intelligent analyzer, and the level of the alarm message is three-level;
the source of the alarm message in the previous period is a concentrated graph judging client and the level of the alarm message is a level of one;
the source of the alarm message in the previous period is a concentrated graph judging client and the level of the alarm message is a second level;
The source of the alarm message in the previous period is a concentrated graph judging client and the level of the alarm message is three-level;
combining the alarm messages with the current moment, the source of the intelligent AI analyzer and the level of the first grade, the previous period, the source of the intelligent AI analyzer and the level of the first grade into an AI first-grade alarm message set;
The current time and the source are the centralized graph judging client, the alarm message with the level of one level, the previous period of time the alarm messages with the sources of the centralized picture judging client and the levels of the first class are combined into a centralized picture judging first-class alarm message set;
Combining the current moment, the alarm message with the source of 'AI intelligent analyzer', the alarm message with the level of 'secondary', the current moment, the alarm message with the source of 'AI intelligent analyzer', the level of 'tertiary', the current moment, the alarm message with the source of 'centralized picture judging client', the alarm message with the level of 'secondary', the current moment, the alarm message with the source of 'centralized picture judging client', the alarm message with the level of 'tertiary', the previous period, the alarm message with the source of 'AI intelligent analyzer', the alarm message with the level of 'secondary', the previous period, the alarm message with the source of 'centralized picture judging client', and the alarm message with the level of 'tertiary' into a set of second-stage and third-stage alarm messages;
S302, setting a sequencing priority order: the priority of the AI first-level alarm message set is greater than the priority of the concentrated graph judging first-level alarm message set and greater than the priority of the second-level alarm message set and the third-level alarm message set, and alarm messages with high priority are always arranged before alarm messages with low priority at the position of the list;
s303, sorting according to the sending time sequence of the alarm messages in the AI first-level alarm message set, and sequentially storing the sorted AI first-level alarm messages before the current alarm message sorting list all the time;
S304, sequencing the sending time sequence of the alarm messages in the centralized judgment chart primary alarm message set, and sequentially inserting the sequenced centralized judgment chart primary alarm messages into the AI primary alarm message set in the current alarm message sequencing list;
s305, sorting according to the sending time sequence of the alarm messages in the secondary and tertiary alarm message sets, and sequentially inserting the sorted secondary and tertiary alarm messages into the concentrated graph judgment primary alarm messages in the current alarm message sorting list.
Further, the AI alarm message also comprises corresponding personage package associated pictures, an AI personage package associated picture sorting list corresponding to the sorting of the AI first-level alarm message set in the current alarm message sorting list is generated, and the AI personage package associated picture sorting list is inserted into the current alarm message sorting list after the AI first-level alarm message is sorted.
Further, the centralized picture judgment warning message also comprises corresponding people packet associated pictures, a one-to-one centralized picture judgment people packet associated picture sorting list is generated according to the sorting of the centralized picture judgment primary warning message set in the current warning message sorting list, and the centralized picture judgment people packet associated picture sorting list is inserted into the current warning message sorting list and then the centralized picture judgment primary warning message is sent.
Further, the AI alarm message and the centralized judgment chart alarm message also comprise corresponding people packet associated pictures, a one-to-one second-level and third-level people packet associated picture sorting list is generated according to the sorting of the second-level and third-level alarm message sets in the current alarm message sorting list, and the second-level and third-level people packet associated picture sorting list is inserted into the current alarm message sorting list after the second-level and third-level alarm messages.
According to the arrangement sequence of the alarm message ordering list, ordering the person-package associated pictures corresponding to the alarm message to generate a person-package associated picture list, wherein the specific steps of obtaining the person-package associated picture are as follows:
S1, continuously receiving image information of a security inspection point area sent by a gate camera, and storing the image information into a database according to a time period;
S2, receiving a package X-ray picture from an X-ray luggage inspection machine, extracting shooting time of the package X-ray picture, and recording the shooting time as a time point t 2;
S3, calculating according to the time point t 2 and the optional time interval x to obtain a (t 2-x,t2) time period;
S4, calling the image information of the (t 1,tn) time period corresponding to the time point t 2 in the database, wherein the (t 1,tn) time period is a time period containing the time point t 2;
S5, acquiring a time axis of image information in a time period (t 1,tn), and intercepting the image information in the time period (t 2-x,t2), wherein the image information is final person-package associated image information;
s6, carrying out pedestrian package association binding on the package data and the pedestrian package association image information.
If the image information is video, step S5 is to acquire a time axis of the video in the time period (t 1,tn), intercept the video corresponding to the time period (t 2-x,t2) on the time axis, parse the video in the time period (t 2-x,t2) to obtain x×f 1 image frames, f 1 is a video frame rate, and perform image detection on each image frame to obtain an image frame set containing a person, and randomly extract a picture from the image frame set containing a person as a final person packet associated picture.
If the image information is a picture, step S5 is to acquire (t 1,tn) a time axis of the picture in the time period, intercept the pictures corresponding to the time period on the time axis (t 2-x,t2), obtain the number of pictures x×f 2, f 2 is the sampling frequency of the pictures, perform image detection on each picture to obtain an image set containing a person, and randomly extract one picture from the image frame set containing the person as a final person-packet-associated picture.
Further, the AI alarm message and the centralized judgment chart alarm message are arranged in the alarm message sorting list according to a preset format according to optional identifiers, wherein the optional identifiers comprise sources, categories, levels, processing states and sending time of the alarm messages.
Further, the source of the alarm message is an intelligent analyzer or a centralized graph judging client;
The alarm messages are X-ray machine messages, temperature measurement messages, metal gate messages, packet missing detection messages, barrier delivery messages, special crowd messages or crowd over-density messages;
the level of the alarm message is one level, two levels or three levels;
the processing state of the alarm message is unprocessed.
Further, the monitoring terminal receives AI alarm information in real time, centrally judges the chart alarm information and sorts the alarm information, and updates the current alarm information sorting list.
A system for alert message sequencing, comprising:
one or more of the memories may be provided,
One or more of the processors of the present invention,
A plurality of modules stored in a memory and executed by a processor, the modules comprising:
the AI receiving analysis module is used for receiving the AI alarm message from the AI intelligent analyzer, analyzing the AI alarm message and obtaining the source, the level, the category and the sending time of the AI alarm message;
The centralized judgment chart receiving and analyzing module is used for receiving the centralized judgment chart alarm information from the centralized judgment chart client, analyzing the centralized judgment chart alarm information and acquiring the source, the level, the category and the sending time of the centralized judgment chart alarm information;
the sequencing module updates the sequencing list of the alarm messages in the previous period: and according to the AI alarm information and the centralized judgment chart alarm information, ordering according to alarm ordering display rules to generate a current alarm information ordering list, and updating the alarm information ordering list at the previous moment into the current alarm information ordering list.
Further, the system also comprises an alarm message list display module for refreshing the alarm message list on the display according to the current alarm message ordered list.
At present, alarm messages generated in the specific field of the security inspection field are mostly ordered according to a single type of dimension, such as ordering the alarm messages according to a single time dimension, ordering the alarm messages according to a single type of dimension, ordering the alarm messages according to a single level dimension, so that a user of a monitoring terminal cannot respond to the alarm messages with multi-dimensional identification in time, at the moment, the user of the monitoring terminal needs to browse each alarm message according to a current alarm message ordering list, and the alarm messages needing to be treated in time are searched, so that omission of packages containing contraband cannot be treated in time, and the danger index of subway security inspection is greatly increased.
According to the alarm message sorting method and system provided by the invention, the alarm messages from the AI intelligent analyzer and the client messages of the centralized picture judging client in the security picture judging system are acquired, and the alarm messages are analyzed to acquire the identifiers of sources, levels, types and time, so that a multi-dimensional alarm sorting display rule is established, the first-level alarm messages directly pushed by the AI intelligent analyzer are always positioned at the forefront end of an alarm message sorting list through the strong analysis capability of the AI intelligent analyzer of the picture judging system, the first-level alarm messages always need a treatment result with high timeliness, and are set to be a first priority, so that security accidents caused by package omission with high risk coefficient are avoided, the first-level alarm messages from the intelligent picture judging client are positioned behind the first-level alarm messages directly pushed by the AI intelligent analyzer, the second-level alarm messages are always required to be a treatment result with high timeliness, and the second-level alarm messages are not required to be a treatment result after the second-level alarm messages from the AI intelligent analyzer and the second-level alarm messages from the intelligent picture judging client are positioned behind the first-level alarm messages of the intelligent picture judging client, and the third-level alarm messages are set to be a more visual alarm message sorting result is formed by a visual alarm message monitoring terminal.
The invention has the beneficial effects that:
1. Acquiring alarm messages from an AI intelligent analyzer and client messages of a centralized graph judging client in a security check graph judging system, analyzing the alarm messages to acquire identifiers of sources, levels, types and time, and thus establishing alarm ordering display rules of multi-dimensional consideration, avoiding security check accidents caused by package omission with high risk coefficient, and improving security guarantee;
2. Analyzing the alarm message to obtain a person-package association picture, and arranging the corresponding person-package association picture in the list according to an alarm ordering display rule, so that a monitoring terminal user can associate packages in the alarm message with passengers in time according to the person-package association picture, further the security inspection efficiency is improved, and the situation that person-package mismatch is caused by missing inspection, escaping inspection or mistaking, missing packages and the like in the security inspection process is avoided.
Drawings
FIG. 1 is a schematic diagram of a method of alert message ordering according to the present invention;
FIG. 2 is a diagram illustrating a method for ordering alarm messages according to the present invention;
FIG. 3 is a schematic diagram of an alarm message ordering system according to the present invention;
FIG. 4 is a schematic diagram of a man-pack association module according to the present invention;
FIG. 5 is a schematic diagram of an ordered list of alarm messages according to the present invention;
FIG. 6 is a graphical user interface diagram of an ordered list of alert messages of the present invention;
Detailed Description
The present invention will be described in further detail with reference to examples and drawings, but embodiments of the present invention are not limited thereto.
In the description of the present invention, it should be noted that, directions or positional relationships indicated by terms such as "center", "upper", "lower", "left", "right", "vertical", "longitudinal", "lateral", "horizontal", "inner", "outer", "front", "rear", "top", "bottom", etc., are directions or positional relationships based on those shown in the drawings, or are directions or positional relationships conventionally put in use of the inventive product, are merely for convenience of describing the present invention and for simplifying the description, and are not indicative or implying that the apparatus or element to be referred to must have a specific direction, be constructed and operated in a specific direction, and therefore should not be construed as limiting the present invention.
In the description of the present invention, it should also be noted that, unless explicitly specified and limited otherwise, the terms "disposed," "configured," "mounted," "connected," and "connected" are to be construed broadly, and may be, for example, fixedly connected, detachably connected, or integrally connected; can be mechanically or electrically connected; can be directly connected or indirectly connected through an intermediate medium, and can be communication between two elements. The specific meaning of the above terms in the present invention will be understood in specific cases by those of ordinary skill in the art.
Example 1
A method for ordering alarm messages is applied to a monitoring terminal of a centralized graph judging system, and comprises the following steps:
S1, receiving an AI alarm message from an AI intelligent analyzer, analyzing the AI alarm message and obtaining a source, a level, a category, a sending time and a packet associated picture of the AI alarm message;
S2, receiving a centralized picture judgment warning message from a centralized picture judgment client, analyzing the centralized picture judgment warning message and acquiring a source, a level, a category, a sending time and a person-package association picture of the centralized picture judgment warning message;
S3, updating the alarm message ordered list of the previous period: according to the AI alarm message and the centralized judgment chart alarm message, the current alarm message sorting list is generated by sorting according to alarm sorting display rules, and the alarm message sorting list at the previous moment is updated into the current alarm message sorting list, and the method specifically comprises the following steps:
s301, according to the AI alarm message, the centralized judgment chart alarm message and the source and the level of the alarm message in the alarm message sequencing list of the previous period, wherein:
The AI alarm message includes:
At the current moment, the source is an 'AI intelligent analyzer', and the level is a 'first-level' alarm message;
At the current moment, the source is an 'AI intelligent analyzer', and the level is a 'second level';
At the current moment, the source is an 'AI intelligent analyzer', and the level is a 'three-level' alarm message;
The centralized judgment chart alarm message comprises:
the current moment, the source is a concentrated graph judging client, and the level is a first-level alarm message;
The current moment, the source is a centralized graph judging client, and the level is a second-level alarm message;
At the current moment, the source is a centralized graph judging client and the level is three-level alarm message;
the alarm messages in the alarm message ordered list of the previous period include:
the source of the alarm message is an AI intelligent analyzer and the level of the alarm message is a level of one level in the previous period;
the source of the alarm message is an AI intelligent analyzer and the level of the alarm message is a second level in the former period;
the source of the alarm message in the previous period is an AI intelligent analyzer, and the level of the alarm message is three-level;
the source of the alarm message in the previous period is a concentrated graph judging client and the level of the alarm message is a level of one;
the source of the alarm message in the previous period is a concentrated graph judging client and the level of the alarm message is a second level;
The source of the alarm message in the previous period is a concentrated graph judging client and the level of the alarm message is three-level;
Combining the alarm messages with the current moment, the source of the alarm messages being the 'AI intelligent analyzer' and the class of the alarm messages being the 'one level', and the alarm messages with the source of the alarm messages being the 'AI intelligent analyzer' and the class of the alarm messages being the 'one level' in the previous period into an AI first-level alarm message set;
The alarm messages with the current moment, the source of the alarm messages being the centralized picture judging client and the level of the alarm messages being the first level are combined into a centralized picture judging first-level alarm message set;
The alarm information with the current moment and the source of the 'AI intelligent analyzer' and the grade of the 'secondary' is sent to the 'AI intelligent analyzer' and the 'tertiary' alarm information with the current moment and the source of the 'centralized picture judging client' and the grade of the 'secondary' respectively, the alarm information with the current moment and the source of the 'centralized picture judging client' and the grade of the 'tertiary' respectively, the method comprises the steps that an alarm message with the level of "AI intelligent analyzer" and the level of "second level" is obtained from a former period, an alarm message with the level of "AI intelligent analyzer" and the level of "third level" is obtained from a former period, an alarm message with the level of "second level" is obtained from a centralized graph judging client, and an alarm message with the level of "third level" and the former period, the source of "centralized graph judging client" is obtained from a former period, and the alarm messages with the level of "third level" are combined into a second-level alarm message set and a third-level alarm message set;
S302, setting a sequencing priority order: the priority of the AI first-level alarm message set is greater than the priority of the concentrated graph judging first-level alarm message set and greater than the priority of the second-level alarm message set and the third-level alarm message set, and alarm messages with high priority are always arranged before alarm messages with low priority at the position of the list;
s303, sorting according to the sending time sequence of the alarm messages in the AI first-level alarm message set, and sequentially storing the sorted AI first-level alarm messages before the current alarm message sorting list all the time;
S304, sequencing the sending time sequence of the alarm messages in the centralized judgment chart primary alarm message set, and sequentially inserting the sequenced centralized judgment chart primary alarm messages into the AI primary alarm message set in the current alarm message sequencing list;
s305, sorting according to the sending time sequence of the alarm messages in the secondary and tertiary alarm message sets, and sequentially inserting the sorted secondary and tertiary alarm messages into the concentrated graph judgment primary alarm messages in the current alarm message sorting list.
Specifically, an AI packet associated picture ordering list corresponding to the AI first-level alarm message set one by one is generated according to the ordering of the AI first-level alarm message set in the current alarm message ordering list, and the AI packet associated picture ordering list is inserted into the current alarm message ordering list after the AI first-level alarm message.
Specifically, a one-to-one concentrated picture judgment person packet associated picture sorting list is generated according to the sorting of the concentrated picture judgment primary alarm message set in the current alarm message sorting list, and the concentrated picture judgment person packet associated picture sorting list is inserted into the current alarm message sorting list and then concentrated picture judgment primary alarm message is carried out.
Specifically, a one-to-one second-level and third-level man-package associated picture ordering list is generated according to the ordering of the second-level and third-level alarm message sets in the current alarm message ordering list, and the second-level and third-level man-package associated picture ordering list is inserted into the current alarm message ordering list after the second-level and third-level alarm messages.
Specifically, the alarm message is uniformly pushed to the monitoring terminal by the server, and the identification of the alarm message comprises:
The source is as follows: intelligent, local and centralized graph judgment;
man-package association or video-reservation;
type X-ray machine information, temperature measurement information, metal door information, package omission information, barrier delivery information, special crowd information, crowd over-density information and the like;
Level 1,2, 3;
picture address and coordinate information of contraband on picture.
The aim of the embodiment is to provide a method for ordering alarm messages according to sources, levels and time, which provides convenience for monitoring terminal users to unpack and check the alarm messages according to the sources and levels of passenger packages. But the ordered list displays the alert messages according to the selected identification, considering the manner in which the user may have become accustomed to ordering the alert messages according to package capture time.
The AI alarm messages and the centralized judgment chart alarm messages are arranged in the alarm message sorting list according to optional identifiers in a preset format, wherein the optional identifiers comprise sources, categories, levels, processing states, sending time and the like of the alarm messages.
If the monitoring terminal user selects the source, category and level identification, the alarm messages in the alarm message ordered list display the source, category and level identification.
If the monitoring terminal user selects the source, category, level and processing state identification, the alarm messages in the alarm message ordered list display the source, category, level and processing state identification.
If the end user source, category, level, processing status, and transmission time identification are monitored, the alert messages in the alert message ordered list display source, category, level, processing status, and transmission time identification.
Example 2
The aim of the embodiment is to provide an alarm message ordering method based on people packet association, which specifically comprises the following steps:
S1, continuously receiving image information of a security inspection point area sent by a gate camera, and storing the image information into a database according to a time period;
s2, receiving a package X-ray picture from an X-ray luggage inspection machine, extracting shooting time of the package X-ray picture, and recording the shooting time as a time point t 2;
S3, calculating according to the time point t 2 and the optional time interval x to obtain a (t 2-x,t2) time period;
S4, calling the image information of the (t 1,tn) time period corresponding to the time point t 2 in the database, wherein the (t 1,tn) time period is a time period containing the time point t 2;
S5, acquiring a time axis of image information in a time period (t 1,tn), and intercepting the image information in the time period (t 2-x,t2), wherein the image information is final person-package associated image information;
s6, carrying out pedestrian package association binding on the package data and the pedestrian package association image information.
S7, acquiring a current alarm message sorting list, sorting the person-package associated pictures corresponding to the alarm messages according to the sorting order of the alarm message sorting list, and generating a person-package associated picture list, wherein the specific steps of acquiring the current alarm message sorting list are as follows:
s701, receiving an AI alarm message from an AI intelligent analyzer, analyzing the AI alarm message and obtaining the source, the level, the category and the sending time of the AI alarm message;
s702, receiving a centralized picture judgment warning message from a centralized picture judgment client, analyzing the centralized picture judgment warning message and acquiring the source, the level, the category and the sending time of the centralized picture judgment warning message;
S703, updating the alarm message ordered list of the previous period: and according to the AI alarm information and the centralized judgment chart alarm information, ordering according to alarm ordering display rules to generate a current alarm information ordering list, and updating the alarm information ordering list at the previous moment into the current alarm information ordering list.
The alarm message is generated by the X-ray inspection machine for identifying the shot package X-ray picture.
The step S703 specifically includes the following steps:
s7301, according to the AI alarm message, the centralized judgment chart alarm message and the source and the level of the alarm message in the alarm message sequencing list of the previous period, wherein:
The AI alarm message includes:
At the current moment, the source is an 'AI intelligent analyzer', and the level is a 'first-level' alarm message;
At the current moment, the source is an 'AI intelligent analyzer', and the level is a 'second level';
At the current moment, the source is an 'AI intelligent analyzer', and the level is a 'three-level' alarm message;
The centralized judgment chart alarm message comprises:
the current moment, the source is a concentrated graph judging client, and the level is a first-level alarm message;
The current moment, the source is a centralized graph judging client, and the level is a second-level alarm message;
At the current moment, the source is a centralized graph judging client and the level is three-level alarm message;
the alarm messages in the alarm message ordered list of the previous period include:
the source of the alarm message is an AI intelligent analyzer and the level of the alarm message is a level of one level in the previous period;
the source of the alarm message is an AI intelligent analyzer and the level of the alarm message is a second level in the former period;
the source of the alarm message in the previous period is an AI intelligent analyzer, and the level of the alarm message is three-level;
the source of the alarm message in the previous period is a concentrated graph judging client and the level of the alarm message is a level of one;
the source of the alarm message in the previous period is a concentrated graph judging client and the level of the alarm message is a second level;
The source of the alarm message in the previous period is a concentrated graph judging client and the level of the alarm message is three-level;
Combining the alarm messages with the current moment, the source of the alarm messages being the 'AI intelligent analyzer' and the class of the alarm messages being the 'one level', and the alarm messages with the source of the alarm messages being the 'AI intelligent analyzer' and the class of the alarm messages being the 'one level' in the previous period into an AI first-level alarm message set;
The alarm messages with the current moment, the source of the alarm messages being the centralized picture judging client and the level of the alarm messages being the first level are combined into a centralized picture judging first-level alarm message set;
The alarm information with the current moment and the source of the 'AI intelligent analyzer' and the grade of the 'secondary' is sent to the 'AI intelligent analyzer' and the 'tertiary' alarm information with the current moment and the source of the 'centralized picture judging client' and the grade of the 'secondary' respectively, the alarm information with the current moment and the source of the 'centralized picture judging client' and the grade of the 'tertiary' respectively, the method comprises the steps that an alarm message with the level of "AI intelligent analyzer" and the level of "second level" is obtained from a former period, an alarm message with the level of "AI intelligent analyzer" and the level of "third level" is obtained from a former period, an alarm message with the level of "second level" is obtained from a centralized graph judging client, and an alarm message with the level of "third level" and the former period, the source of "centralized graph judging client" is obtained from a former period, and the alarm messages with the level of "third level" are combined into a second-level alarm message set and a third-level alarm message set;
S7302, setting a sorting priority order: the priority of the AI first-level alarm message set is greater than the priority of the concentrated graph judging first-level alarm message set and greater than the priority of the second-level alarm message set and the third-level alarm message set, and alarm messages with high priority are always arranged before alarm messages with low priority at the position of the list;
S7303, sorting according to the sending time sequence of the alarm messages in the AI first-level alarm message set, and sequentially storing the sorted AI first-level alarm messages before the current alarm message sorting list;
S7304, sequencing the sending time sequence of the alarm messages in the centralized judgment chart primary alarm message set, and sequentially inserting the sequenced centralized judgment chart primary alarm messages into the AI primary alarm message set in the current alarm message sequencing list;
s7305, sorting according to the sending time sequence of the alarm messages in the secondary and tertiary alarm message sets, and sequentially inserting the sorted secondary and tertiary alarm messages into the concentrated graph judging primary alarm messages in the current alarm message sorting list.
Specifically, an AI packet associated picture ordering list corresponding to the AI first-level alarm message set one by one is generated according to the ordering of the AI first-level alarm message set in the current alarm message ordering list, and the AI packet associated picture ordering list is inserted into the current alarm message ordering list after the AI first-level alarm message.
Specifically, a one-to-one concentrated picture judgment person packet associated picture sorting list is generated according to the sorting of the concentrated picture judgment primary alarm message set in the current alarm message sorting list, and the concentrated picture judgment person packet associated picture sorting list is inserted into the current alarm message sorting list and then concentrated picture judgment primary alarm message is carried out.
Specifically, a one-to-one second-level and third-level man-package associated picture ordering list is generated according to the ordering of the second-level and third-level alarm message sets in the current alarm message ordering list, and the second-level and third-level man-package associated picture ordering list is inserted into the current alarm message ordering list after the second-level and third-level alarm messages.
Example 3
An object of the present embodiment is to provide a system for sorting alarm messages based on people packet association, including:
one or more of the memories may be provided,
One or more of the processors of the present invention,
A plurality of modules stored in a memory and executed by a processor, the plurality of modules including a personally package association module and an alert message ordering module, the personally package association module comprising:
an Jiandian receiving module for continuously receiving image information of security inspection point area sent by cameras around the security inspection point and storing the image information in database according to time period;
The X-ray inspection machine receiving module is used for receiving package data sent by the X-ray baggage inspection machine and carrying out a time point t 2 mark on the package data;
The time period operation module is used for carrying out operation according to the time point t 2 of the package data and the internal optional time interval x to obtain (t 2-x,t2) a time period;
The image information retrieving module is used for retrieving image information of a (t 1,tn) time period corresponding to a time point t 2 in the database, wherein the (t 1,tn) time period is a time period containing the time point t 2;
The related image module is used for acquiring a time axis of image information in a time period (t 1,tn), and intercepting the image information in the time period (t 2-x,t2), wherein the image information is final person-package related image information;
and the people package association binding module is used for carrying out people package association binding on the package data and the people package association image information.
Further, the associated image module is further configured to determine the image information:
If the image information is a video, step S5 is to acquire a time axis of the video in the time period (t 1,tn), intercept the video corresponding to the time period (t 2-x,t2) on the time axis, obtain x×f 1 image frames by analyzing the video in the time period (t 2-x,t2), and perform image detection on each image frame with the f 1 being the video frame rate to obtain an image frame set containing people, and randomly extract a picture from the image frame set containing people as final person packet associated image information;
If the image information is a picture, step S5 is to acquire a time axis of the picture in the time period t 1-tn, intercept the pictures corresponding to the time period (t 2-x,t2) on the time axis, obtain the number of pictures x×f 2, and f 2 is the sampling frequency of the pictures, perform image detection on each picture to obtain an image set containing a person, and randomly extract a picture from the image frame set containing the person as final person-packet-associated image information.
Further, the alarm message ordering module includes:
the AI receiving analysis module is used for receiving the AI alarm message from the AI intelligent analyzer, analyzing the AI alarm message and obtaining the source, the level, the category and the sending time of the AI alarm message;
The centralized judgment chart receiving and analyzing module is used for receiving the centralized judgment chart alarm information from the centralized judgment chart client, analyzing the centralized judgment chart alarm information and acquiring the source, the level, the category and the sending time of the centralized judgment chart alarm information;
the sequencing module updates the sequencing list of the alarm messages in the previous period: and according to the AI alarm information and the centralized judgment chart alarm information, ordering according to alarm ordering display rules to generate a current alarm information ordering list, and updating the alarm information ordering list at the previous moment into the current alarm information ordering list.
Specifically, the system further comprises an alarm message list display module, which is used for refreshing an alarm message list on a display according to the current alarm message sorting list.
Specifically, the system is used for a monitoring terminal in a centralized graph judging system, and the flow of the centralized graph judging is as follows:
The intelligent analyzer carries out intelligent image recognition and automatic marking on the package, sets marks and colors on contraband information according to the contraband grade, uploads intelligent identification object detection data images and the like to the image management platform, and inputs an X-ray machine imaging image/original image to output an intelligent contraband identification result. And the intelligent identification result comprises alarm messages such as gun/cup liquid and the like, and the alarm messages are directly sent to the monitoring terminal.
The central machine room image management platform receives the package pictures uploaded by the intelligent analyzers of the security check points, asynchronously stores the package pictures into the central storage server, and simultaneously sends the package pictures to the centralized picture judging system;
The centralized image judging system acquires object detecting data from the image management platform, and places the object detecting data sent from different safety inspection points into different queues to be judged of the centralized station based on the configuration of the safety inspection supervision platform to the centralized image judging station;
After the diagramming staff logs in the diagramming workstation, the diagramming workstation judges which centralized station is used for acquiring the to-be-judged picture from the queue through the login account number so as to judge whether contraband exists or not by the diagramming staff. If the diagramming staff finds that the object detection data carry contraband articles at the diagramming workstation, the unpacking inspection is executed at the workstation, an instruction is sent to the centralized diagramming system, a monitoring terminal corresponding to the security inspection point is found through the centralized diagramming system, and an alarm message is pushed to a monitoring terminal interface.
The monitoring terminal receives the alarm message sent by the intelligent analyzer, the alarm message sent by the centralized picture judging system is displayed on the interface of the monitoring terminal, and the alarm message is prompted by the audible and visual alarm at the security inspection point according to different levels. And after unpacking and checking the inspection alarm, the unpacker selects to release or register the contraband according to the subway operation management system and uploads the contraband to the security inspection supervision platform.
The foregoing description of the preferred embodiment of the invention is not intended to limit the invention in any way, but rather to cover all modifications, equivalents, improvements and alternatives falling within the spirit and principles of the invention.
Claims (9)
1. A method for ordering alarm messages, applied to a monitoring terminal of a centralized graph judging system, comprising the following steps:
S1, receiving an AI alarm message from an AI intelligent analyzer, analyzing the AI alarm message and obtaining the source, the level, the category and the sending time of the AI alarm message;
s2, receiving a centralized picture judgment warning message from a centralized picture judgment client, analyzing the centralized picture judgment warning message and acquiring the source, the level, the category and the sending time of the centralized picture judgment warning message;
S3, updating the alarm message ordered list of the previous period: according to the AI alarm message and the centralized judgment chart alarm message, ordering according to an alarm ordering display rule to generate a current alarm message ordering list, and updating the alarm message ordering list at the previous moment into the current alarm message ordering list;
The step S3 specifically comprises the following steps:
s301, according to the AI alarm message, the centralized judgment chart alarm message and the source and the level of the alarm message in the alarm message sequencing list of the previous period, wherein:
The AI alarm message includes:
At the current moment, the source is an 'AI intelligent analyzer', and the level is a 'first-level' alarm message;
At the current moment, the source is an 'AI intelligent analyzer', and the level is a 'second level';
At the current moment, the source is an 'AI intelligent analyzer', and the level is a 'three-level' alarm message;
The centralized judgment chart alarm message comprises:
the current moment, the source is a concentrated graph judging client, and the level is a first-level alarm message;
The current moment, the source is a centralized graph judging client, and the level is a second-level alarm message;
At the current moment, the source is a centralized graph judging client and the level is three-level alarm message;
the alarm messages in the alarm message ordered list of the previous period include:
the source of the alarm message is an AI intelligent analyzer and the level of the alarm message is a level of one level in the previous period;
the source of the alarm message is an AI intelligent analyzer and the level of the alarm message is a second level in the former period;
the source of the alarm message in the previous period is an AI intelligent analyzer, and the level of the alarm message is three-level;
the source of the alarm message in the previous period is a concentrated graph judging client and the level of the alarm message is a level of one;
the source of the alarm message in the previous period is a concentrated graph judging client and the level of the alarm message is a second level;
The source of the alarm message in the previous period is a concentrated graph judging client and the level of the alarm message is three-level;
combining the alarm messages with the current moment, the source of the intelligent AI analyzer and the level of the first grade, the previous period, the source of the intelligent AI analyzer and the level of the first grade into an AI first-grade alarm message set;
The current time and the source are the centralized graph judging client, the alarm message with the level of one level, the previous period of time the alarm messages with the sources of the centralized picture judging client and the levels of the first class are combined into a centralized picture judging first-class alarm message set;
Combining the current moment, the alarm message with the source of 'AI intelligent analyzer', the alarm message with the level of 'secondary', the current moment, the alarm message with the source of 'AI intelligent analyzer', the level of 'tertiary', the current moment, the alarm message with the source of 'centralized picture judging client', the alarm message with the level of 'secondary', the current moment, the alarm message with the source of 'centralized picture judging client', the alarm message with the level of 'tertiary', the previous period, the alarm message with the source of 'AI intelligent analyzer', the alarm message with the level of 'secondary', the previous period, the alarm message with the source of 'centralized picture judging client', and the alarm message with the level of 'tertiary' into a set of second-stage and third-stage alarm messages;
S302, setting a sequencing priority order: the priority of the AI first-level alarm message set is greater than the priority of the concentrated graph judging first-level alarm message set and greater than the priority of the second-level alarm message set and the third-level alarm message set, and alarm messages with high priority are always arranged before alarm messages with low priority at the position of the list;
s303, sorting according to the sending time sequence of the alarm messages in the AI first-level alarm message set, and sequentially storing the sorted AI first-level alarm messages before the current alarm message sorting list all the time;
S304, sequencing the sending time sequence of the alarm messages in the centralized judgment chart primary alarm message set, and sequentially inserting the sequenced centralized judgment chart primary alarm messages into the AI primary alarm message set in the current alarm message sequencing list;
s305, sorting according to the sending time sequence of the alarm messages in the secondary and tertiary alarm message sets, and sequentially inserting the sorted secondary and tertiary alarm messages into the concentrated graph judgment primary alarm messages in the current alarm message sorting list.
2. The method for sorting alarm messages according to claim 1, wherein the AI alarm messages further comprise corresponding personally associated pictures, wherein a one-to-one AI personally associated picture sorting list is generated according to the sorting of the AI primary alarm message sets in the current alarm message sorting list, and wherein the AI personally associated picture sorting list is inserted after the AI primary alarm messages in the current alarm message sorting list.
3. The method for sorting alarm messages according to claim 1, wherein the centralized picture-judging alarm messages further comprise corresponding people-package associated pictures, a one-to-one centralized picture-judging people-package associated picture sorting list is generated according to the sorting of the centralized picture-judging primary alarm message sets in the current alarm message sorting list, and the centralized picture-judging people-package associated picture sorting list is inserted into the current alarm message sorting list after the centralized picture-judging primary alarm messages.
4. The method for sorting alarm messages according to claim 1, wherein the AI alarm messages and the centralized judgment alarm messages each further comprise corresponding crowd-sourced-related pictures, wherein a one-to-one second-and-third-class crowd-sourced-related picture sorting list is generated according to the sorting of the second-class and third-class alarm message sets in the current alarm message sorting list, and the second-class and third-class crowd-sourced-related picture sorting list is inserted into the current alarm message sorting list after the second-class and third-class alarm messages.
5. The method of claim 1, wherein the AI-alarm messages, centralized decision-making alarm messages are arranged in the alarm message ordered list in a predetermined format according to selectable identifications including source, category, level, processing status, and time of transmission of alarm messages.
6. The method for ordering alarm messages according to claim 5, wherein the source of the alarm messages is an intelligent analyzer or a centralized graph judging client;
The alarm messages are X-ray machine messages, temperature measurement messages, metal gate messages, packet missing detection messages, barrier delivery messages, special crowd messages or crowd over-density messages;
the level of the alarm message is one level, two levels or three levels;
the processing state of the alarm message is unprocessed.
7. The method for sorting alarm messages according to claim 1, wherein the monitoring terminal receives AI alarm messages, centrally judges map alarm messages and sorts alarm messages in real time, and updates a current alarm message sorting list.
8. A system for alert message sequencing, comprising:
one or more of the memories may be provided,
One or more of the processors of the present invention,
A plurality of modules stored in a memory and executed by a processor, wherein the processor performs a method of alert message sequencing as recited in claim 1, the modules comprising:
the AI receiving analysis module is used for receiving the AI alarm message from the AI intelligent analyzer, analyzing the AI alarm message and obtaining the source, the level, the category and the sending time of the AI alarm message;
The centralized judgment chart receiving and analyzing module is used for receiving the centralized judgment chart alarm information from the centralized judgment chart client, analyzing the centralized judgment chart alarm information and acquiring the source, the level, the category and the sending time of the centralized judgment chart alarm information;
The sorting module is used for updating the sorting list of the alarm messages in the previous period, sorting the alarm messages according to the AI alarm messages and the centralized judgment chart alarm messages and based on alarm sorting display rules to generate a current alarm message sorting list, and updating the sorting list of the alarm messages in the previous period into the current alarm message sorting list.
9. The system for alert message sequencing as recited in claim 8, further comprising an alert message list display module for refreshing an alert message list on the display according to a current alert message sequencing list.
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