CN114202197A - Method and system for sequencing alarm messages - Google Patents

Method and system for sequencing alarm messages Download PDF

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CN114202197A
CN114202197A CN202111502877.7A CN202111502877A CN114202197A CN 114202197 A CN114202197 A CN 114202197A CN 202111502877 A CN202111502877 A CN 202111502877A CN 114202197 A CN114202197 A CN 114202197A
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CN114202197B (en
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李向红
熊振兴
冯利涛
魏鹏
李单
池小龙
冯波
张平
郭文倩
安科宝
陈甡
陈志亮
蒋秀君
严军
邓秋雄
赵玲
蒲磊
刘杰
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Chengdu Rail Transit Group Co Ltd
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Abstract

The invention discloses a method and a system for sequencing 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 the AI intelligent analyzer, analyzing the AI alarm message and acquiring the source, level, category and sending time of the AI alarm message; s2, receiving the centralized judging map alarm message from the centralized judging map client, analyzing the centralized judging map alarm message and acquiring the source, level, category and sending time of the centralized judging map alarm message; s3, updating the sorted list of the alarm messages in the previous period: and according to the AI alarm message and the centralized judgment picture alarm message, sorting according to an alarm sorting display rule to generate a current alarm message sorting list, and updating the alarm message sorting sequence at the previous moment into the current alarm message sorting list. The invention improves the processing speed of the user on the alarm message which needs to be processed in time, thereby avoiding security inspection accidents caused by missing packages with high risk factors and improving the safety guarantee.

Description

Method and system for sequencing alarm messages
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, the service of monitoring terminal alarm message is well known in the field of security inspection systems. At present, on most monitoring terminals, the alarm messages sent by the graph judging server are sorted according to the time of the message, that is, the alarm message which is released or shot at a later time is arranged at a later position, and the alarm message which is released or shot at an earlier time is arranged at a former position. Although such a sorting method enables the monitoring terminal user to easily know the time sequence of sending and receiving the alarm message, it is inconvenient for the monitoring terminal user to search the alarm message for each traveler. Sometimes, a monitoring terminal user needs to check the content of an alarm message corresponding to a specific passenger, call passenger information, package security check image information, package appearance images and the like, if the traditional alarm message sequencing mode is adopted and is sequenced according to the time for putting packages or shooting packages, 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 the index of a security check system is increased because a package opener cannot quickly confirm the package information.
Disclosure of Invention
The invention aims to provide an alarm message sequencing method and an alarm message sequencing system, which can enable a monitoring terminal user to more quickly and efficiently process alarm messages according to the identifiers of the alarm messages by acquiring the identifiers of the source, the level and the time of the alarm messages, timely respond to and process the alarm messages with high alarm level from an AI (intelligent analysis) analyzer, improve the processing speed of the alarm messages by the user and solve the problem that the alarm message sequencing of the monitoring terminal user in the existing security inspection field can not be timely processed.
A method for sequencing 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 the AI intelligent analyzer, analyzing the AI alarm message and acquiring the source, level, category and sending time of the AI alarm message;
s2, receiving the centralized judging map alarm message from the centralized judging map client, analyzing the centralized judging map alarm message and acquiring the source, level, category and sending time of the centralized judging map alarm message;
s3, updating the sorted list of the alarm messages in the previous period: and according to the AI alarm message and the centralized judgment graph alarm message, sorting according to an alarm sorting display rule to generate a current alarm message sorting sequence table, and updating the alarm message sorting sequence table at the previous moment into the current alarm message sorting sequence table.
Further, the step S3 specifically includes the following steps:
s301, according to the AI alarm message, the centralized judgment map alarm message and the source and the level of the alarm message in the alarm message ranking list of the previous period, wherein:
the AI alert message includes:
the alarm message of which the current time and source are 'AI intelligent analyzer' and the level is 'first level';
at the current moment, the source is an AI (artificial intelligence) analyzer, and the level is a second-level alarm message;
the alarm message of which the current time and source are an AI (artificial intelligence) analyzer and the level is three-level is sent;
the centralized interpretation alarm message comprises:
the alarm message of which the current time and source are 'centralized judging graph client' and the level is 'first level';
the current time and source are 'centralized judging graph client' and the level is 'second grade' alarm information;
the current time and source are 'centralized judging graph client' and the level is 'three-level' alarm information;
the alarm messages in the ordered list of alarm messages of the previous period comprise:
the alarm message of the previous time period, the source of which is an AI (intelligent analysis) instrument and the level of which is a first level;
the alarm message of the previous time period, the source of which is an AI intelligent analyzer and the level of which is a second level;
the alarm message of the previous time period, the source of which is an AI intelligent analyzer and the level of which is three levels;
the alarm message of the previous time period, the source of which is the centralized judging graph client and the level of which is the first level;
the alarm message of the previous time period, the source of which is the centralized judging graph client and the level of which is the second level;
the alarm message of the previous time period, the source of which is the centralized judging graph client and the level of which is the third level;
combining the alarm messages of the current moment, which are sourced to an AI intelligent analyzer and ranked to a first level, and the alarm messages of the previous time period, which are sourced to the AI intelligent analyzer and ranked to a first level alarm message set;
combining the alarm messages of the current time, which are sourced from the centralized judging graph client and ranked at the first level, the alarm messages of the previous time period, which are sourced from the centralized judging graph client and ranked at the first level into a centralized judging graph first-level alarm message set;
the alarm messages with the current moment, the source of the alarm messages being an AI intelligent analyzer, the level being a second level alarm message, the current moment, the source of the alarm messages being an AI intelligent analyzer, the level being a third level alarm message, the current moment, the source of the alarm messages being a centralized judging graph client, the level being a second level alarm message, the current moment, the source of the alarm messages being a centralized judging graph client and the level being a third level alarm message, the alarm messages in the previous period, the source of which is an AI intelligent analyzer, the level of which is a second-level alarm message, the previous period, the source of which is an AI intelligent analyzer, the level of which is a third-level alarm message, the previous period, the source of which is a centralized graph judging client, the level of which is a second-level alarm message, the previous period, the source of which is a centralized graph judging client and the level of which is a third-level alarm message are combined into a second-level and third-level alarm message set;
s302, setting a sequencing priority order: the priority of the AI first-level alarm message set is greater than that of the centralized judging graph first-level alarm message set and is greater than that of the second-level and third-level alarm message sets, and the alarm message with high priority is always arranged in front of the alarm message with low priority at the position of the list;
s303, sequencing according to the sending time sequence of the alarm messages in the AI primary alarm message set, and sequentially and always storing the sequenced AI primary alarm messages in front of the current alarm message sequencing list;
s304, sequencing the sending time sequence of the alarm messages in the centralized judging map first-level alarm message set, and sequentially inserting the sequenced centralized judging map first-level alarm messages into an AI first-level alarm message set in the current alarm message sequencing list;
s305, sequencing according to the sending time sequence of the alarm messages in the second-level alarm message set and the third-level alarm message set, and sequentially inserting the sequenced second-level alarm messages and third-level alarm messages into the concentrated judgment graph first-level alarm messages in the current alarm message sequencing list.
Further, the AI alarm message also includes corresponding personal bag associated pictures, a one-to-one corresponding AI personal bag 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 the AI personal bag associated picture sorting list is inserted behind the AI primary alarm message in the current alarm message sorting list.
Further, the centralized judgment map alarm message further comprises corresponding person-package associated pictures, a one-to-one corresponding centralized judgment map person-package associated picture ordered list is generated according to the ordering of the centralized judgment map primary alarm message sets in the current alarm message ordered list, and the centralized judgment map person-package associated picture ordered list is inserted into the current alarm message ordered list behind the centralized judgment map primary alarm message.
Further, the AI alarm message and the centralized judgment map alarm message each further include a corresponding personal bag associated picture, a corresponding second-level and third-level personal bag associated picture ranking list is generated according to the ranking of the second-level and third-level alarm message sets in the current alarm message ranking list, and the second-level and third-level personal bag associated picture ranking list is inserted behind the second-level and third-level alarm messages in the current alarm message ranking list.
According to the arrangement sequence of the alarm message arrangement list, arranging the person-bag associated pictures corresponding to the alarm messages to generate a person-bag associated picture list, wherein the specific steps of obtaining the person-bag associated pictures are as follows:
s1, receiving image information of the security check point area sent by the gate camera continuously, and storing the image information into a database according to time periods;
s2, receiving a parcel X-ray picture from an X-ray baggage inspection machine, extracting the shooting time of the parcel X-ray picture, and recording the shooting time as a time point t2；
S3, according to the time point t2Operating with an optional time interval x to obtain (t)2-x，t2) A time period;
s4, calling and time point t in database2Corresponding to (t)1,tn) Image information of a time period, said (t)1,tn) The time period includes a time point t2A period of time of (d);
s5, obtaining (t)1,tn) Time axis of image information within a time period, intercept (t)2-x，t2) Image information in a time period, wherein the image information is final personal bag associated image information;
and S6, performing the association binding of the parcel data and the image information associated with the person package.
If the image information is a video, step S5 is to obtain (t)1,tn) Time axis of video in time period, intercepting time axis (t)2-x，t2) Video corresponding to time period by comparing (t) to2-x，t2) Analyzing the video in the time period to obtain the number x f1Picture frame, said f1And performing image detection on each image frame to obtain an image frame set containing a person for the video frame rate, and randomly extracting a picture from the image frame set containing the person to serve as a final person packet associated picture.
If the image information is a picture, step S5 is obtaining (t)1,tn) Time axis of pictures in time period, intercepting (t) on time axis2-x，t2) Pictures corresponding to time periods to obtain the numberIs x f2Picture of f2And carrying out image detection on each picture for the sampling frequency of the picture to obtain an image set containing the person, and randomly extracting one picture from the image frame set containing the person to serve as a final person packet associated picture.
Further, the AI alarm message and the centralized interpretation map alarm message are arranged in the alarm message ordered list according to a predetermined format according to selectable identifiers, where the selectable identifiers include the source, category, level, processing status, and sending time of the alarm message.
Further, the source of the alarm message is an intelligent analyzer or a centralized judging graph client;
the types of the alarm messages are X-ray machine messages, temperature measurement messages, metal door messages, belt package missing detection messages, barrier delivery messages, special crowd messages or crowd excessive density messages;
the level of the alarm message is primary, secondary or tertiary;
the processing state of the alarm message is unprocessed.
Further, the monitoring terminal receives the AI alarm message and the centralized judgment map alarm message in real time, sorts the alarm messages and updates the current alarm message sorting list.
A system for alarm message sequencing, comprising:
one or more memories for storing the data to be transmitted,
one or more processors for executing a program to perform,
a plurality of modules stored in the memory and executed by the processor, the modules comprising:
the AI receiving and analyzing module is used for receiving the AI alarm message from the AI intelligent analyzer, analyzing the AI alarm message and acquiring the source, the level, the category and the sending time of the AI alarm message;
the centralized judging map receiving and analyzing module is used for receiving the centralized judging map alarm message from the centralized judging map client, analyzing the centralized judging map alarm message and acquiring the source, the level, the category and the sending time of the centralized judging map alarm message;
the sequencing module updates the sequencing list of the alarm messages in the previous period: and according to the AI alarm message and the centralized judgment map alarm message, sorting according to an alarm sorting display rule to generate a current alarm message sorting list, and updating the alarm message sorting list at the previous moment into the current alarm message sorting list.
Furthermore, the system also comprises an alarm message list display module which is used for refreshing the alarm message list on the display according to the current alarm message ordered list.
At present, most of alarm messages generated in the specific field of the security inspection field are sorted according to a single type dimension, for example, the alarm messages are sorted according to a single time dimension, the alarm messages are sorted according to a single type dimension, and the alarm messages are sorted according to a single level dimension, so that a user at a monitoring terminal cannot respond to the alarm messages with multi-dimensional identification in time, the user at the monitoring terminal needs to browse each alarm message according to a current alarm message sorting list and search the alarm messages needing to be dealt with in time, therefore, the omission of packages containing contraband products cannot be dealt with in time, and the danger index of subway security inspection is greatly increased.
The invention provides a method and a system for sequencing alarm messages, which establish an alarm sequencing display rule with multi-dimensional consideration by acquiring the alarm messages from an AI intelligent analyzer and the client messages of a centralized graph judgment client in a security check graph judgment system, analyzing the alarm messages to acquire the source, the level, the type and the time identification, and set a first priority by setting a first priority to avoid security check accidents caused by omission of packages with high risk coefficients by the aid of the stronger analysis capability of the graph judgment system AI intelligent analyzer on the packages, so that the first-level alarm messages directly pushed by the AI intelligent analyzer are always positioned at the forefront of an alarm message sequencing list, the messages are set to be in the second priority level because the second-level and third-level alarm messages from the AI intelligent analyzer and the intelligent graph judging client are positioned behind the first-level message of the intelligent graph judging client, and the messages are set to be in the third priority level because the message sorting list does not need the processing result of the timeliness, so that the alarm message can be judged and analyzed more intuitively by a monitoring terminal user.
The invention has the following beneficial effects:
1. the method comprises the steps of obtaining an alarm message from an AI intelligent analyzer and a client message of a centralized judging picture client in a security check judging picture system, analyzing the alarm message to obtain source, level, type and time identification, and accordingly establishing a multi-dimensional considered alarm sequencing display rule, avoiding security check accidents caused by omission of packages with high risk coefficients and improving safety guarantee;
2. analyzing the alarm message to obtain a person-bag associated picture, and arranging the corresponding person-bag associated picture in the list according to an alarm sequencing display rule, so that a monitoring terminal user can associate the packages in the alarm message with passengers in time according to the person-bag associated picture, the security inspection efficiency is further improved, and the situation that the person-bag is not matched due to inspection omission, escape inspection, mistaken taking after the security inspection, missed taking of the packages and the like is avoided in the security inspection process;
drawings
FIG. 1 is a schematic diagram of a method for sequencing alarm messages according to the present invention;
FIG. 2 is a data source diagram of a method for sorting alarm messages according to the present invention;
FIG. 3 is a schematic diagram of an alarm message ordered list system based on personal bag association according to the present invention;
FIG. 4 is a table diagram of a human package association module of the present invention;
FIG. 5 is a schematic diagram of an ordered list of alarm messages of the present invention;
FIG. 6 is a graphical user interface diagram of an ordered list of alarm messages in accordance with the present invention;
Detailed Description
The present invention will be described in further detail with reference to the following examples and drawings, but the mode of carrying out the invention is not limited thereto.
In the description of the present invention, it should be noted that the terms "center", "upper", "lower", "left", "right", "vertical", "longitudinal", "lateral", "horizontal", "inner", "outer", "front", "rear", "top", "bottom", and the like indicate orientations or positional relationships that are based on the orientations or positional relationships shown in the drawings, or the orientations or positional relationships that the products of the present invention usually assume when in use, and are used for convenience in describing and simplifying the present invention, but do not indicate or imply that the device or element so referred to must have a particular orientation, be constructed and operated in a particular orientation, 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 otherwise explicitly specified or limited, the terms "disposed," "open," "mounted," "connected," and "connected" are to be construed broadly and may, for example, be fixedly connected, detachably connected, or integrally connected; can be mechanically or electrically connected; they may be connected directly or indirectly through intervening media, or they may be interconnected between two elements. The specific meanings of the above terms in the present invention can be understood in a specific case by those skilled in the art.
Example 1
A method for sequencing 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 the AI intelligent analyzer, analyzing the AI alarm message and acquiring the source, level, category, sending time and personal bag associated picture of the AI alarm message;
s2, receiving the centralized judging map alarm message from the centralized judging map client, analyzing the centralized judging map alarm message and acquiring the source, level, category, sending time and the personal packet associated picture of the centralized judging map alarm message;
s3, updating the sorted list of the alarm messages in the previous period: according to the AI alarm message and the centralized judgment map alarm message, based on the alarm sorting display rule, sorting to generate a current alarm message sorting sequence list, and updating the alarm message sorting sequence list at the previous moment into the current alarm message sorting sequence list, which specifically comprises the following steps:
s301, according to the AI alarm message, the centralized judgment map alarm message and the source and the level of the alarm message in the alarm message ranking list of the previous period, wherein:
the AI alert message includes:
the alarm message of which the current time and source are 'AI intelligent analyzer' and the level is 'first level';
at the current moment, the source is an AI (artificial intelligence) analyzer, and the level is a second-level alarm message;
the alarm message of which the current time and source are an AI (artificial intelligence) analyzer and the level is three-level is sent;
the centralized interpretation alarm message comprises:
the alarm message of which the current time and source are 'centralized judging graph client' and the level is 'first level';
the current time and source are 'centralized judging graph client' and the level is 'second grade' alarm information;
the current time and source are 'centralized judging graph client' and the level is 'three-level' alarm information;
the alarm messages in the ordered list of alarm messages of the previous period comprise:
the alarm message of the previous time period, the source of which is an AI (intelligent analysis) instrument and the level of which is a first level;
the alarm message of the previous time period, the source of which is an AI intelligent analyzer and the level of which is a second level;
the alarm message of the previous time period, the source of which is an AI intelligent analyzer and the level of which is three levels;
the alarm message of the previous time period, the source of which is the centralized judging graph client and the level of which is the first level;
the alarm message of the previous time period, the source of which is the centralized judging graph client and the level of which is the second level;
the alarm message of the previous time period, the source of which is the centralized judging graph client and the level of which is the third level;
combining the alarm messages with the current time, the source of which is an AI intelligent analyzer and the level of which is first level, and the alarm messages with the previous time period, the source of which is the AI intelligent analyzer and the level of which is first level into an AI first level alarm message set;
combining the alarm messages of which the current time and source are the centralized judging graph client and the level is the first level, and the alarm messages of which the previous time and source are the centralized judging graph client and the level is the first level into a centralized judging graph first-level alarm message set;
the alarm information with the current moment, the source of the alarm information being an AI intelligent analyzer and the level being a second level is sent to the alarm device, the alarm information of the current time, the source of which is an AI intelligent analyzer and the level of which is three levels, the current time, the source is the centralized judgment graph client side, the level is the alarm information of the second level, at the current moment, the source is an 'centralized graph judging client' and the level is a 'tertiary' alarm message, the source in the previous period is an 'AI intelligent analyzer' and the level is a 'secondary' alarm message, the source in the previous period is an 'AI intelligent analyzer' and the level is a 'tertiary' alarm message, the source in the previous period is an 'centralized graph judging client' and the level is a 'secondary' alarm message, and the alarm messages in the previous period, the source in the 'centralized graph judging client' and the level is a 'tertiary' are combined into a secondary and tertiary alarm message set;
s302, setting a sequencing priority order: the priority of the AI first-level alarm message set is greater than that of the centralized judging graph first-level alarm message set and is greater than that of the second-level and third-level alarm message sets, and the alarm message with high priority is always arranged in front of the alarm message with low priority at the position of the list;
s303, sequencing according to the sending time sequence of the alarm messages in the AI primary alarm message set, and sequentially and always storing the sequenced AI primary alarm messages in front of the current alarm message sequencing list;
s304, sequencing the sending time sequence of the alarm messages in the centralized judging map first-level alarm message set, and sequentially inserting the sequenced centralized judging map first-level alarm messages into an AI first-level alarm message set in the current alarm message sequencing list;
s305, sequencing according to the sending time sequence of the alarm messages in the second-level alarm message set and the third-level alarm message set, and sequentially inserting the sequenced second-level alarm messages and third-level alarm messages into the concentrated judgment graph first-level alarm messages in the current alarm message sequencing list.
Specifically, a corresponding AI personal bag associated picture ordered list is generated according to the ordering of the AI primary alarm message sets in the current alarm message ordered list, and the AI personal bag associated picture ordered list is inserted behind the AI primary alarm messages in the current alarm message ordered list.
Specifically, a one-to-one corresponding centralized judging map packet associated picture ordered list is generated according to the ordering of the centralized judging map primary alarm message sets in the current alarm message ordered list, and the centralized judging map packet associated picture ordered list is inserted into the current alarm message ordered list behind the centralized judging map primary alarm message.
Specifically, a one-to-one corresponding second-level and third-level personal bag associated picture ordered list is generated according to the ordering of the second-level and third-level alarm message sets in the current alarm message ordered list, and the second-level and third-level personal bag associated picture ordered list is inserted behind the second-level and third-level alarm messages in the current alarm message ordered list.
Specifically, the alarm message is uniformly pushed to the monitoring terminal by the server, and the identifier of the alarm message includes:
the source is as follows: intelligent, local and centralized judging;
personal package association or video-reservation;
type X-ray machine information, temperature measurement information, metal door information, belt package missing detection information, barrier delivery information, special crowd information, crowd excessive density information and the like;
level 1, 2, 3;
the picture address and the coordinate information of the contraband on the picture.
The embodiment aims to provide a method for sequencing alarm messages according to sources, levels and time, and provides convenience for a monitoring terminal user to package and view the alarm messages according to the sources and the levels of passenger packages. However, given the manner in which users may have become accustomed to sorting alarm messages by package capture time, the sorted list displays the alarm messages by the selected identification.
The AI alarm message and the centralized judgment map alarm message are arranged in the alarm message ordered list according to selectable identifiers and a preset format, wherein the selectable identifiers comprise the source, the category, the level, the processing state, the sending time and the like of the alarm message.
And if the monitoring terminal user selects the source, the category and the level identification, displaying the source, the category and the level identification by the alarm messages in the alarm message ordered list.
And if the monitoring terminal user selects the source, the category, the level and the processing state identifier, displaying the source, the category, the level and the processing state identifier by the alarm message in the alarm message ordered list.
If the source, the category, the level, the processing state and the sending time identification of the terminal user are monitored, the alarm messages in the alarm message ranking list display the source, the category, the level, the processing state and the sending time identification.
Example 2
The embodiment aims to provide an alarm message sequencing method based on personal packet association, which specifically comprises the following steps:
s1, receiving image information of the security check point area sent by the gate camera continuously, and storing the image information into a database according to time periods;
s2, receiving a parcel X-ray picture from an X-ray baggage inspection machine, extracting the shooting time of the parcel X-ray picture, and recording the shooting time as a time point t2；
S3, according to the time point t2Operating with an optional time interval x to obtain (t)2-x，t2) Time of flightA time period;
s4, calling and time point t in database2Corresponding to (t)1,tn) Image information of a time period, said (t)1,tn) The time period includes a time point t2A period of time of (d);
s5, obtaining (t)1,tn) Time axis of image information within a time period, intercept (t)2-x，t2) Image information in a time period, wherein the image information is final personal bag associated image information;
and S6, performing the association binding of the parcel data and the image information associated with the person package.
S7, acquiring a current alarm message ordered list, ordering the personal bag associated pictures corresponding to the alarm messages according to the ordered sequence of the alarm message ordered list to generate a personal bag associated picture list, wherein the specific steps of acquiring the current alarm message ordered list are as follows:
s701, receiving an AI alarm message from an AI intelligent analyzer, analyzing the AI alarm message and acquiring the source, level, category and sending time of the AI alarm message;
s702, receiving a centralized judging map alarm message from a centralized judging map client, analyzing the centralized judging map alarm message and acquiring the source, the level, the category and the sending time of the centralized judging map alarm message;
s703, updating the sorted list of the alarm messages in the previous period: and according to the AI alarm message and the centralized judgment map alarm message, sorting according to an alarm sorting display rule to generate a current alarm message sorting list, and updating the alarm message sorting list at the previous moment into the current alarm message sorting list.
The alarm message is generated by the X-ray inspection machine identifying the shot package X-ray picture.
The step S703 specifically includes the following steps:
s7301, sorting the sources and levels of the alarm messages in the sequence list according to the AI alarm message, the centralized judgment map alarm message and the alarm message of the previous period, wherein:
the AI alert message includes:
the alarm message of which the current time and source are 'AI intelligent analyzer' and the level is 'first level';
at the current moment, the source is an AI (artificial intelligence) analyzer, and the level is a second-level alarm message;
the alarm message of which the current time and source are an AI (artificial intelligence) analyzer and the level is three-level is sent;
the centralized interpretation alarm message comprises:
the alarm message of which the current time and source are 'centralized judging graph client' and the level is 'first level';
the current time and source are 'centralized judging graph client' and the level is 'second grade' alarm information;
the current time and source are 'centralized judging graph client' and the level is 'three-level' alarm information;
the alarm messages in the ordered list of alarm messages of the previous period comprise:
the alarm message of the previous time period, the source of which is an AI (intelligent analysis) instrument and the level of which is a first level;
the alarm message of the previous time period, the source of which is an AI intelligent analyzer and the level of which is a second level;
the alarm message of the previous time period, the source of which is an AI intelligent analyzer and the level of which is three levels;
the alarm message of the previous time period, the source of which is the centralized judging graph client and the level of which is the first level;
the alarm message of the previous time period, the source of which is the centralized judging graph client and the level of which is the second level;
the alarm message of the previous time period, the source of which is the centralized judging graph client and the level of which is the third level;
combining the alarm messages with the current time, the source of which is an AI intelligent analyzer and the level of which is first level, and the alarm messages with the previous time period, the source of which is the AI intelligent analyzer and the level of which is first level into an AI first level alarm message set;
combining the alarm messages of which the current time and source are the centralized judging graph client and the level is the first level, and the alarm messages of which the previous time and source are the centralized judging graph client and the level is the first level into a centralized judging graph first-level alarm message set;
the alarm information with the current moment, the source of the alarm information being an AI intelligent analyzer and the level being a second level is sent to the alarm device, the alarm information of the current time, the source of which is an AI intelligent analyzer and the level of which is three levels, the current time, the source is the centralized judgment graph client side, the level is the alarm information of the second level, at the current moment, the source is an 'centralized graph judging client' and the level is a 'tertiary' alarm message, the source in the previous period is an 'AI intelligent analyzer' and the level is a 'secondary' alarm message, the source in the previous period is an 'AI intelligent analyzer' and the level is a 'tertiary' alarm message, the source in the previous period is an 'centralized graph judging client' and the level is a 'secondary' alarm message, and the alarm messages in the previous period, the source in the 'centralized graph judging client' and the level is a 'tertiary' are combined into a secondary and tertiary alarm message set;
s7302, setting a sequencing priority order: the priority of the AI first-level alarm message set is greater than that of the centralized judging graph first-level alarm message set and is greater than that of the second-level and third-level alarm message sets, and the alarm message with high priority is always arranged in front of the alarm message with low priority at the position of the list;
s7303, sorting according to the sending time sequence of the alarm messages in the AI primary alarm message set, and sequentially storing the sorted AI primary alarm messages before the current alarm message sorting list all the time;
s7304, sequencing the sending time sequence of the alarm messages in the centralized judging map first-level alarm message set, and sequentially inserting the sequenced centralized judging map first-level alarm messages into the AI first-level alarm message set in the current alarm message sequencing list;
s7305, sequencing according to the sending time sequence of the alarm messages in the second-level and third-level alarm message sets, and inserting the sequenced second-level and third-level alarm messages into the current alarm message sequencing list behind the centralized judgment graph first-level alarm message.
Specifically, a corresponding AI personal bag associated picture ordered list is generated according to the ordering of the AI primary alarm message sets in the current alarm message ordered list, and the AI personal bag associated picture ordered list is inserted behind the AI primary alarm messages in the current alarm message ordered list.
Specifically, a one-to-one corresponding centralized judging map packet associated picture ordered list is generated according to the ordering of the centralized judging map primary alarm message sets in the current alarm message ordered list, and the centralized judging map packet associated picture ordered list is inserted into the current alarm message ordered list behind the centralized judging map primary alarm message.
Specifically, a one-to-one corresponding second-level and third-level personal bag associated picture ordered list is generated according to the ordering of the second-level and third-level alarm message sets in the current alarm message ordered list, and the second-level and third-level personal bag associated picture ordered list is inserted behind the second-level and third-level alarm messages in the current alarm message ordered list.
Example 3
The present embodiment aims to provide a system for sorting alarm messages based on personal packet association, which includes:
one or more memories for storing the data to be transmitted,
one or more processors for executing a program to perform,
a plurality of modules stored in the memory and executed by the processor, the plurality of modules including a personal bag association module and an alarm message sequencing module, the personal bag association module comprising:
the security check point receiving module is used for uninterruptedly receiving image information of a security check point region sent by cameras around the security check point and storing the image information into a database according to time periods;
the X-ray inspection machine receiving module is used for receiving the package data sent by the X-ray luggage inspection machine and carrying out time point t on the package data2Identifying;
a time period operation module for calculating the number of parcelsAccording to the time point t2Operating with an internal optional time interval x to obtain (t)2-x，t2) A time period;
the image information calling module is used for calling the time point t in the database2Corresponding to (t)1,tn) Image information of a time period, said (t)1,tn) The time period includes a time point t2A period of time of (d);
associated image module for obtaining (t)1,tn) Time axis of image information within a time period, intercept (t)2-x， t2) Image information in a time period, wherein the image information is final personal bag associated image information;
and the personal bag association binding module is used for performing personal bag association binding on the package data and the personal bag 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 obtain (t)1,tn) Time axis of video in time period, intercepting time axis (t)2-x，t2) Video corresponding to time period by comparing (t) to2-x，t2) Analyzing the video in the time period to obtain the number x f1Picture frame, said f1Performing image detection on each image frame to obtain an image frame set containing a person for a video frame rate, and randomly extracting a picture from the image frame set containing the person as final personal bag associated image information;
if the image information is a picture, step S5 is to obtain t1-tnTime axis of pictures in time period, on which (t) is cut2-x，t2) Obtaining pictures corresponding to the time periods with the quantity of x f2Picture of f2And carrying out image detection on each picture for the sampling frequency of the picture to obtain an image set containing people, and randomly extracting one picture from the image frame set containing people as final image information associated with the people.
Further, the alarm message sorting module comprises:
the AI receiving and analyzing module is used for receiving the AI alarm message from the AI intelligent analyzer, analyzing the AI alarm message and acquiring the source, the level, the category and the sending time of the AI alarm message;
the centralized judging map receiving and analyzing module is used for receiving the centralized judging map alarm message from the centralized judging map client, analyzing the centralized judging map alarm message and acquiring the source, the level, the category and the sending time of the centralized judging map alarm message;
the sequencing module updates the sequencing list of the alarm messages in the previous period: and according to the AI alarm message and the centralized judgment map alarm message, sorting according to an alarm sorting display rule to generate a current alarm message sorting list, and updating the alarm message sorting list at the previous moment into the current alarm message sorting list.
Specifically, the system further comprises an alarm message list display module, which is used for refreshing the alarm message list on the display according to the current alarm message ordered list.
Specifically, the system is used for a monitoring terminal in a centralized graph judging system, and the flow of the centralized graph judging system is as follows:
the intelligent analyzer intelligently recognizes and automatically marks the package, marks and distinguishes contraband information according to the grade of the contraband, uploads an intelligently recognized object detection data picture and the like to an image management platform, inputs an X-ray machine imaging picture/original picture and outputs an intelligent contraband recognition result. Wherein, the alarm messages such as firearms/water cup liquid in the intelligent identification result 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, stores the package pictures in a central storage server in an asynchronous manner, and simultaneously sends the package pictures to a centralized picture judgment system;
the centralized judging system acquires object detection data from the image management platform, and places the object detection data sent from different security inspection points in queues to be judged of different centralized stations based on the configuration of the security inspection supervision platform on the centralized judging stations;
after the graph judging worker logs in the graph judging workstation, the graph judging workstation judges which centralized station queue the picture to be judged is to obtain through the account number of the login worker, and the graph judging worker judges whether the contraband exists or not. If the image judging personnel find that the detected object data carries contraband articles at the image judging workstation, the image opening inspection is executed at the workstation, the instruction is sent to the centralized image judging system, the monitoring terminal corresponding to the security inspection point is found through the centralized image judging system, and the alarm message is pushed to the interface of the monitoring terminal.
The monitoring terminal receives the alarm message sent by the intelligent analyzer, integrates the alarm message sent by the graph judging system, displays the alarm message on a monitoring terminal interface, and prompts the alarm message through an audible and visual alarm at a security check point according to different levels. And after the unpacking person carries out unpacking inspection on the inspection object alarm, the forbidden articles are selected to be released or registered according to the subway operation management system, and the forbidden articles are uploaded to a security inspection supervision platform.
The foregoing is only a preferred embodiment of the present invention, which is not intended to be limiting in any way, and any simple modifications, equivalent substitutions and improvements made to the above embodiments within the spirit and principle of the present invention are within the scope of the present invention.

Claims (10)

1. A method for sequencing alarm messages is applied to a monitoring terminal of a centralized graph judging system, and is characterized by comprising the following steps:
s1, receiving an AI alarm message from the AI intelligent analyzer, analyzing the AI alarm message and acquiring the source, level, category and sending time of the AI alarm message;
s2, receiving the centralized judging map alarm message from the centralized judging map client, analyzing the centralized judging map alarm message and acquiring the source, level, category and sending time of the centralized judging map alarm message;
s3, updating the sorted list of the alarm messages in the previous period: and according to the AI alarm message and the centralized judgment picture alarm message, sorting according to an alarm sorting display rule to generate a current alarm message sorting list, and updating the alarm message sorting list at the previous moment into the current alarm message sorting list.
2. The method for sequencing alarm messages according to claim 1, wherein the step S3 specifically includes the following steps:
s301, according to the AI alarm message, the centralized judgment map alarm message and the source and the level of the alarm message in the alarm message ranking list of the previous period, wherein:
the AI alert message includes:
the alarm message of which the current time and source are 'AI intelligent analyzer' and the level is 'first level';
at the current moment, the source is an AI (artificial intelligence) analyzer, and the level is a second-level alarm message;
the alarm message of which the current time and source are an AI (artificial intelligence) analyzer and the level is three-level is sent;
the centralized interpretation alarm message comprises:
the alarm message of which the current time and source are 'centralized judging graph client' and the level is 'first level';
the current time and source are 'centralized judging graph client' and the level is 'second grade' alarm information;
the current time and source are 'centralized judging graph client' and the level is 'three-level' alarm information;
the alarm messages in the ordered list of alarm messages of the previous period comprise:
the alarm message of the previous time period, the source of which is an AI (intelligent analysis) instrument and the level of which is a first level;
the alarm message of the previous time period, the source of which is an AI intelligent analyzer and the level of which is a second level;
the alarm message of the previous time period, the source of which is an AI intelligent analyzer and the level of which is three levels;
the alarm message of the previous time period, the source of which is the centralized judging graph client and the level of which is the first level;
the alarm message of the previous time period, the source of which is the centralized judging graph client and the level of which is the second level;
the alarm message of the previous time period, the source of which is the centralized judging graph client and the level of which is the third level;
combining the alarm messages of the current moment, which are sourced to an AI intelligent analyzer and ranked to a first level, and the alarm messages of the previous time period, which are sourced to the AI intelligent analyzer and ranked to a first level AI alarm message set;
combining the alarm messages of the current time, which are from the centralized judging graph client and are in the first level, and the alarm messages of the previous time period, which are from the centralized judging graph client and are in the first level into a centralized judging graph first-level alarm message set;
the alarm messages with the current time, the source of the alarm messages being an AI intelligent analyzer, the level of the alarm messages being a second level, the current time, the source of the alarm messages being an AI intelligent analyzer, the level of the alarm messages being a third level, the current time, the source of the alarm messages being a centralized judging graph client, the level of the alarm messages being a second level, the current time, the source of the alarm messages being a centralized judging graph client and the level of the alarm messages being a third level, the alarm messages in the previous period, the source of which is an AI intelligent analyzer, the level of which is a second-level alarm message, the previous period, the source of which is an AI intelligent analyzer, the level of which is a third-level alarm message, the previous period, the source of which is a centralized graph judging client, the level of which is a second-level alarm message, the previous period, the source of which is a centralized graph judging client and the level of which is a third-level alarm message are combined into a second-level and third-level alarm message set;
s302, setting a sequencing priority order: the priority of the AI first-level alarm message set is greater than that of the centralized judging graph first-level alarm message set and is greater than that of the second-level and third-level alarm message sets, and the alarm messages with high priority are always arranged in front of the alarm messages with low priority at the position of the list;
s303, sequencing according to the sending time sequence of the alarm messages in the AI primary alarm message set, and sequentially and always storing the sequenced AI primary alarm messages in front of the current alarm message sequencing list;
s304, sequencing the sending time sequence of the alarm messages in the centralized judging map first-level alarm message set, and sequentially inserting the sequenced centralized judging map first-level alarm messages into an AI first-level alarm message set in the current alarm message sequencing list;
s305, sequencing according to the sending time sequence of the alarm messages in the second-level alarm message set and the third-level alarm message set, and sequentially inserting the sequenced second-level alarm messages and third-level alarm messages into the concentrated judgment graph first-level alarm messages in the current alarm message sequencing list.
3. The method of claim 2, wherein the AI alarm messages further include corresponding personal bag associated pictures, a one-to-one AI personal bag associated picture ordered list is generated according to the ordering of the AI primary alarm message sets in the current alarm message ordered list, and the AI personal bag associated picture ordered list is inserted behind the AI primary alarm messages in the current alarm message ordered list.
4. The method of claim 2, wherein the centralized interpretation map alarm message further comprises corresponding packet-associated pictures, a one-to-one centralized interpretation map packet-associated picture ordered list is generated according to the ordering of the centralized interpretation map primary alarm message sets in the current alarm message ordered list, and the centralized interpretation map packet-associated picture ordered list is inserted behind the centralized interpretation map primary alarm message in the current alarm message ordered list.
5. The method of claim 2, wherein the AI alarm message and the centralized judgment alarm message each further comprise a corresponding personal bag associated picture, a one-to-one correspondence secondary and tertiary personal bag associated picture ordered list is generated according to the ordering of the secondary and tertiary alarm message sets in the current alarm message ordered list, and the secondary and tertiary personal bag associated picture ordered list is inserted behind the secondary and tertiary alarm messages in the current alarm message ordered list.
6. The method of claim 1, wherein the AI alarm messages and the centralized decision graph alarm messages are arranged in the ordered list of alarm messages according to a predetermined format based on selectable identifiers, wherein the selectable identifiers comprise source, category, level, processing status and sending time of the alarm messages.
7. The method of claim 6, wherein the source of the alarm message is an intelligent analyzer or a centralized interpretation graph client;
the types of the alarm messages are X-ray machine messages, temperature measurement messages, metal door messages, belt package missing detection messages, barrier delivery messages, special crowd messages or crowd excessive density messages;
the level of the alarm message is primary, secondary or tertiary;
the processing state of the alarm message is unprocessed.
8. The method of claim 1, wherein the monitoring terminal receives AI alarm messages, centralized judgment alarm messages and performs alarm message sorting in real time, and updates the current alarm message sorting list.
9. A system for sequencing alert messages, comprising:
one or more memories for storing the data to be transmitted,
one or more processors for executing a program to perform,
a plurality of modules stored in the memory and executed by the processor, the modules comprising:
the AI receiving and analyzing module is used for receiving the AI alarm message from the AI intelligent analyzer, analyzing the AI alarm message and acquiring the source, the level, the category and the sending time of the AI alarm message;
the centralized judging map receiving and analyzing module is used for receiving the centralized judging map alarm message from the centralized judging map client, analyzing the centralized judging map alarm message and acquiring the source, the level, the category and the sending time of the centralized judging map alarm message;
and the sorting module is used for updating the alarm message sorting list in the previous period, sorting according to the AI alarm message and the centralized judgment picture alarm message and by taking an alarm sorting display rule as a basis to generate a current alarm message sorting list, and updating the alarm message sorting list in the previous period into the current alarm message sorting list.
10. The system of claim 9, further comprising an alert message list display module configured to refresh the alert message list on the display according to the current alert message ordered list.
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