CN113533382A - Rapid and efficient passenger station room data sharing security check system and method - Google Patents
Rapid and efficient passenger station room data sharing security check system and method Download PDFInfo
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Abstract
A rapid and efficient passenger station room data sharing security inspection system and method comprises the following steps: scanning a bag running on a belt conveyor of a security inspection machine to obtain an X-ray image of the bag; carrying out feature matching on an X-ray image of the luggage acquired by an X-ray image acquisition unit and X-ray simulation pictures of all dangerous and forbidden articles stored in advance based on a picture identification technology, and judging whether the luggage has the dangerous and forbidden articles based on a feature matching result; when the bag does not contain the carried hazardous articles, generating a unique identification code corresponding to the bag, generating a tear-proof label sticker containing the corresponding unique identification code, and storing the unique identification code in a code sharing server; sticking the anti-tearing label sticker with the unique identification code to the sealing position of the corresponding case; scanning the luggage with the anti-tearing label sticker, matching the scanned unique identification code with the unique identification code stored in the code sharing server, and judging that the corresponding luggage is an inspection-free luggage without passing a security check machine if the scanned unique identification code passes the matching.
Description
Technical Field
The invention relates to the field of passenger transport passenger service uniforms, in particular to a rapid and efficient passenger transport station room data sharing security inspection system and method.
Background
The X-ray security check machine is matched with artificial intelligence and real-time identification of video images, has the advantages of accurate identification, high efficiency, rapidness, accurate capture, low error and the like, and is a direction and a development road for realizing rapid security check of railway smart station travelers; meanwhile, many stations are provided with subway stations, the subway stations are also provided with security check equipment, and smoothness of railway security check is more benefited if security check information sharing is carried out while the security check equipment is improved.
The railway passenger station realizes high-speed security inspection, which is the development direction of the intelligent station. The high-speed railway provides a high-speed, high-efficiency and low-error security inspection device, people can be prevented from excessively flowing in front of a station, the shortening of the station entering time becomes a main development direction for improving the passenger transport comfort level and the rapidness and the high efficiency, along with the gradual improvement of the passenger transport service of the high-speed railway, the acceptance of people on the comfort and the rapidness of the high-speed railway is increased, the passenger flow predicted by a passenger transport station designed ten years ago is not equal to the passenger flow at present, the slow current security inspection method cannot meet the railway requirement, the transfer capacity of the passenger transport station can be improved, the area of a station waiting room is reduced, the passing-through type station function is achieved, the passenger transport service level is improved, and the direction for pursuing the passenger transport railway is formed;
the traditional current security inspection method comprises the following steps:
a security inspection door is arranged at a station entrance of a station house, railway security inspection workers work separately and cooperate with each other, a part of people perform secondary body search after the security inspection door, and a part of people manually identify suspicious objects after an X-ray security inspection machine device. Firstly, passengers enter a security inspection door for preliminary security inspection, and secondly, security inspection personnel perform investigation on personal articles of the passengers; and the luggage and the like carried by the passengers need to be subjected to perspective security inspection by an X-ray security inspection machine, and the X-ray security inspection machine identifies and distinguishes control tools, dangerous goods and the like manually. The number of dangerous articles that are regulated by the ministry of railroads and cannot be carried on the train is large, and people with considerable experience are required to continuously identify the dangerous articles. The efficiency of the security inspection equipment adopted by the current railway matched with security inspection personnel is low, the X-ray scanning area is 1.6m, and the belt transmission rate is 0.2m/s, so that the security inspection time of each article is about 8 s; the length of the whole belt is about 5m, the length of the auxiliary belt is 2m, namely 35s is needed for the articles to go from the upper security inspection equipment to the lower security inspection machine; the reason why people often see the front row of the security inspection machine is long, and in order to prevent the security inspection equipment from being blocked, a worker is required to maintain the order at the front section of each security inspection machine; i.e. 4 persons are needed for each group of security inspection machines. If the shift workers need 12 persons; the efficiency intelligence satisfies the security check of 450 articles (3600s/8s) per hour. If an average of 1.5 items are carried by one person, the number of passing persons per hour is 300. For the station with daily passenger flow reaching one hundred thousand, the average number of people entering the station per hour is 6000, and 20 security check devices are needed to stop the operation of the connecting shaft continuously. For an oversize station house, if the number of waiting people reaches 2 ten thousand, 66 safety inspection stations are needed.
The method has the defects of large personnel configuration, more shift workers, low verification speed and the need of configuring special rest shift places for the personnel; particularly during holidays and spring shipping, more than forty-five people are queued per queue, which severely impacts the appearance and quality of service of the railroad.
Disclosure of Invention
In view of the technical defects and technical drawbacks in the prior art, embodiments of the present invention provide a fast and efficient security inspection system and method for sharing data in a passenger station room, which overcome the above problems or at least partially solve the above problems, and the specific scheme is as follows:
as a first aspect of the present invention, a fast and efficient passenger station data sharing security inspection system is provided, which is characterized in that the system includes an X-ray image acquisition unit, an image processing and identifying unit, a coding unit, a pasting unit, a coding and sharing server, and a scanning unit, wherein the image processing and identifying unit stores in advance X-ray simulation pictures of all hazardous articles obtained based on the machine learning of hazardous articles big data;
the X-ray image acquisition unit is used for scanning the luggage running on a belt conveyor of the security inspection machine to acquire an X-ray image of the luggage;
the image processing and identifying unit is used for carrying out feature matching on the X-ray image of the luggage, which is acquired by the X-ray image acquisition unit, and the X-ray simulation picture, and judging whether the luggage has dangerous and forbidden articles or not based on a feature matching result;
the coding unit is used for generating a unique identification code of the corresponding luggage and generating an anti-tearing label sticker containing the corresponding unique identification code when the image processing and identifying unit identifies that the corresponding luggage does not contain the carried hazardous articles;
the pasting unit is used for pasting the anti-tearing label sticker with the unique identification code to the sealing position of the corresponding case;
the code sharing server is used for storing the unique identification code;
the scanning unit is used for scanning the luggage with the anti-tearing label sticker with the unique identification code, matching the scanned unique identification code with the unique identification code stored in the code sharing server, and judging the corresponding luggage to be an inspection-free luggage if the scanned unique identification code passes the matching, without passing a security inspection machine.
Furthermore, the system also comprises an X-ray picture server, wherein the X-ray picture server is used for storing the X-ray image collected by the X-ray image collecting unit and allowing the image processing and identifying unit to call the X-ray image.
Furthermore, the system also comprises a belt transmission control unit, wherein the belt transmission control unit is used for controlling to slow down the speed of the belt conveyor or temporarily stop the belt conveyor when the X-ray image of the luggage collected by the X-ray image collecting unit is unclear or can not be identified, so that the X-ray image collecting unit can collect a clear X-ray image.
Furthermore, the system also comprises a dividing unit, wherein the dividing unit is used for sending the bags with the hazardous articles out to the manual search area through the belt conveyor to be independently divided out for manual search, and sending the bags without the hazardous articles out to the passenger self-taking area through the belt conveyor.
Further, all the anti-tear label stickers are anti-tear RFID label stickers, and the unique identification code is stored in the corresponding RFID label.
Further, the anti-tear label sticker is an anti-tear sticker with a two-dimensional code, and the unique identification code is stored in the corresponding two-dimensional code.
Furthermore, the X-ray image acquisition unit is an X-ray high-definition high-speed camera.
As a second aspect of the present invention, a fast and efficient data sharing security inspection method for a passenger station room is provided, where the method includes:
scanning a bag running on a belt conveyor of a security inspection machine to obtain an X-ray image of the bag;
carrying out feature matching on an X-ray image of the luggage acquired by an X-ray image acquisition unit and X-ray simulation pictures of all dangerous and forbidden articles stored in advance based on a picture identification technology, and judging whether the luggage has the dangerous and forbidden articles based on a feature matching result;
when the bag does not contain the carried hazardous and forbidden articles, generating a unique identification code of the corresponding bag, generating a tear-proof label sticker containing the corresponding unique identification code, and storing the unique identification code in a code sharing server;
sticking the anti-tearing label sticker with the unique identification code to the sealing position of the corresponding case;
scanning the luggage provided with the anti-tearing label sticker with the unique identification code, matching the scanned unique identification code with the unique identification code stored in the code sharing server, and judging the corresponding luggage to be an inspection-free luggage without passing a security check machine if the scanned unique identification code passes the matching;
the X-ray simulation pictures are all the X-ray simulation pictures of the hazardous articles obtained based on the hazardous articles big data machine learning.
Wherein the method further comprises: when the X-ray image of the luggage collected by the X-ray image collecting unit is not clear or can not be identified, the speed of the belt conveyor is controlled to be slowed down or the belt conveyor is stopped temporarily so that the X-ray image collecting unit can collect clear X-ray images.
Wherein the method further comprises: the bags with the forbidden articles are sent out to a manual search and inspection area through the belt conveyor through the separating and refining unit so as to be separated out separately to be searched and inspected manually, and the bags without the forbidden articles are sent out to a passenger self-taking area through the belt conveyor.
The invention has the following beneficial effects:
the invention covers a plurality of intelligent centralized control functions of high-definition high-speed acquisition of X-ray pictures, an X-ray picture article identification technology, data storage, data mining and matching, and realizes the security inspection efficiency of the railway passenger station for the security inspection from 300 persons/h to more than 1500 persons/h by carrying out security inspection information sharing, security inspection article picture AI learning and data exchange of a railway public security management system with big data of a railway network. The station entering time is shortened, the number of passengers waiting for the bus is directly reduced, meanwhile, the area of a waiting hall occupied by security inspection equipment is reduced, and the investment (the investment of security inspection personnel and the investment of enlarging a waiting room of a station) is reduced.
Drawings
Fig. 1 is a structural diagram of a rapid and efficient data sharing security inspection system for passenger station rooms according to an embodiment of the present invention;
fig. 2 is a flowchart of a fast and efficient passenger station room data sharing security inspection method provided by the embodiment of the invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the present invention, and not all embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
As shown in fig. 1, as a first embodiment of the present invention, a fast and efficient passenger station data sharing security inspection system is provided, where the system includes an X-ray image acquisition unit, an image processing and identifying unit, a coding unit, a pasting unit, a coding and sharing server, and a scanning unit, where the image processing and identifying unit stores in advance X-ray simulation pictures of all hazardous articles obtained based on the machine learning of hazardous article big data;
the X-ray image acquisition unit is used for scanning the luggage running on a belt conveyor of the security inspection machine to acquire an X-ray image of the luggage;
the image processing and identifying unit is used for carrying out feature matching on the X-ray image of the luggage, which is acquired by the X-ray image acquisition unit, and the X-ray simulation picture, and judging whether the luggage has dangerous and forbidden articles or not based on a feature matching result;
the coding unit is used for generating a unique identification code of the corresponding luggage and generating an anti-tearing label sticker containing the corresponding unique identification code when the image processing and identifying unit identifies that the corresponding luggage does not contain the carried hazardous articles;
the pasting unit is used for pasting the anti-tearing label sticker with the unique identification code to the sealing position of the corresponding case;
the code sharing server is used for storing the unique identification code;
the scanning unit is used for scanning the luggage with the anti-tearing label sticker with the unique identification code, matching the scanned unique identification code with the unique identification code stored in the code sharing server, and judging the corresponding luggage to be an inspection-free luggage if the scanned unique identification code passes the matching, without passing a security inspection machine.
The invention covers a plurality of intelligent centralized control functions of high-definition high-speed acquisition of X-ray pictures, an X-ray picture article identification technology, data storage, data mining and matching, and realizes the security inspection efficiency of the railway passenger station for the security inspection from 300 persons/h to more than 1500 persons/h by carrying out security inspection information sharing, security inspection article picture AI learning and data exchange of a railway public security management system with big data of a railway network. The station entering time is shortened, the number of passengers waiting for the bus is directly reduced, meanwhile, the area of a waiting hall occupied by security inspection equipment is reduced, and the investment (the investment of security inspection personnel and the investment of enlarging a waiting room of a station) is reduced.
Preferably, the system further comprises an X-ray picture server, and the X-ray picture server is used for storing the X-ray image collected by the X-ray image collecting unit and allowing the image processing and identifying unit to call the X-ray image.
Wherein, every station, subway station all have the scanning unit, and all stations, subway station can share code sharing server and X-ray picture server, transfer unique identification code and X-ray image from it, if the case and bag that the passenger carried seals the department and has intact anti-tear label sticker, through discernment and match correspond unique identification code just can, if correspond unique identification code, show that corresponding case and bag have already been examined at last station security check, and the passenger has not opened case and bag, can exempt from the inspection to corresponding case and bag, reduce secondary security check probability, improve and pass through efficiency.
Preferably, the system further comprises a belt transmission control unit, wherein the belt transmission control unit is used for controlling to slow down the speed of the belt transmission machine or temporarily stop the belt transmission machine when the X-ray image of the luggage collected by the X-ray image collection unit is unclear or can not be identified, so that the belt transmission machine is started to operate and stopped to operate according to the obtained luggage information, and the X-ray image collection unit collects clear X-ray images.
Preferably, the system further comprises a separating unit, wherein the separating unit is used for sending the bags with the hazardous articles out to the manual search area through the belt conveyor to separate the bags to be manually searched and detected, and sending the bags without the hazardous articles out to the passenger self-taking area through the belt conveyor.
Preferably, all tear-resistant label stickers are tear-resistant RFID label stickers or tear-resistant stickers with two-dimensional codes, the unique identification code is stored in the corresponding RFID label, or the unique identification code is stored in the corresponding two-dimensional codes, and tear-resistant RFID label stickers and tear-resistant stickers with two-dimensional codes are conventional technologies in the prior art, and many such technologies exist in the prior art, wherein the sticker is a fragile sticker, which cannot be torn off completely once attached, and as long as your fragile sticker is intact, it indicates that the bag has not been opened.
Preferably, the X-ray image acquisition unit is an X-ray high-definition high-speed camera, the X-ray high-definition high-speed camera is configured, and the acquisition rate of the X-ray security check instrument equipment can be increased to more than 1m/s from the current 0.2 m/s.
As a second aspect of the present invention, a fast and efficient data sharing security inspection method for a passenger station room is provided, where the method includes:
scanning a bag running on a belt conveyor of a security inspection machine to obtain an X-ray image of the bag;
carrying out feature matching on an X-ray image of the luggage acquired by an X-ray image acquisition unit and X-ray simulation pictures of all dangerous and forbidden articles stored in advance based on a picture identification technology, and judging whether the luggage has the dangerous and forbidden articles based on a feature matching result;
when the bag does not contain the carried hazardous and forbidden articles, generating a unique identification code of the corresponding bag, generating a tear-proof label sticker containing the corresponding unique identification code, and storing the unique identification code in a code sharing server;
sticking the anti-tearing label sticker with the unique identification code to the sealing position of the corresponding case;
scanning the luggage provided with the anti-tearing label sticker with the unique identification code, matching the scanned unique identification code with the unique identification code stored in the code sharing server, and judging the corresponding luggage to be an inspection-free luggage without passing a security check machine if the scanned unique identification code passes the matching;
the X-ray simulation pictures are all the X-ray simulation pictures of the hazardous articles obtained based on the hazardous articles big data machine learning.
Wherein the method further comprises: when the X-ray image of the luggage collected by the X-ray image collecting unit is not clear or can not be identified, the speed of the belt conveyor is controlled to be slowed down or the belt conveyor is stopped temporarily so that the X-ray image collecting unit can collect clear X-ray images.
Wherein the method further comprises: the bags with the forbidden articles are sent out to a manual search and inspection area through the belt conveyor through the separating and refining unit so as to be separated out separately to be searched and inspected manually, and the bags without the forbidden articles are sent out to a passenger self-taking area through the belt conveyor.
The above description is only for the purpose of illustrating the preferred embodiments of the present invention and is not to be construed as limiting the invention, and any modifications, equivalents, improvements and the like that fall within the spirit and principle of the present invention are intended to be included therein.
Claims (10)
1. A rapid and efficient passenger station room data sharing security inspection system is characterized by comprising an X-ray image acquisition unit, an image processing and identifying unit, a coding unit, a pasting unit, a coding and sharing server and a scanning unit, wherein X-ray simulation pictures of all hazardous articles obtained based on the machine learning of hazardous article big data are stored in the image processing and identifying unit in advance;
the X-ray image acquisition unit is used for scanning the luggage running on a belt conveyor of the security inspection machine to acquire an X-ray image of the luggage;
the image processing and identifying unit is used for carrying out feature matching on the X-ray image of the luggage, which is acquired by the X-ray image acquisition unit, and the X-ray simulation picture, and judging whether the luggage has dangerous and forbidden articles or not based on a feature matching result;
the coding unit is used for generating a unique identification code of the corresponding luggage and generating an anti-tearing label sticker containing the corresponding unique identification code when the image processing and identifying unit identifies that the corresponding luggage does not contain the carried hazardous articles;
the pasting unit is used for pasting the anti-tearing label sticker with the unique identification code to the sealing position of the corresponding case;
the code sharing server is used for storing the unique identification code;
the scanning unit is used for scanning the luggage with the anti-tearing label sticker with the unique identification code, matching the scanned unique identification code with the unique identification code stored in the code sharing server, and judging the corresponding luggage to be an inspection-free luggage if the scanned unique identification code passes the matching, without passing a security inspection machine.
2. The fast and efficient data sharing security inspection system for passenger station rooms according to claim 1, further comprising an X-ray picture server, wherein the X-ray picture server is used for storing the X-ray images collected by the X-ray image collecting unit and allowing the image processing and identifying unit to retrieve the X-ray images.
3. The fast and efficient data sharing security inspection system for passenger station rooms according to claim 1, further comprising a belt transmission control unit, wherein the belt transmission control unit is configured to control to slow down the belt transmission machine or temporarily stop the belt transmission machine when the X-ray image of the bag collected by the X-ray image collection unit is unclear or can not be recognized, so that the X-ray image collection unit collects a clear X-ray image.
4. The fast and efficient passenger station room data sharing security inspection system according to claim 1, further comprising a sorting unit, wherein the sorting unit is used for sending out the bags with the hazardous articles to the manual search area through a belt conveyor, so as to separately sort out the bags to be manually searched, and sending out the bags without the hazardous articles to the passenger self-picking area through the belt conveyor.
5. The fast and efficient passenger station room data sharing security inspection system according to claim 1, wherein all the anti-tear tag stickers are anti-tear RFID tag stickers, and the unique identification code is stored in the corresponding RFID tag.
6. The fast and efficient passenger station room data sharing security inspection system according to claim 1, wherein the anti-tear label sticker is an anti-tear sticker with a two-dimensional code, and the unique identification code is stored in the corresponding two-dimensional code.
7. The fast and efficient data sharing security inspection system for passenger station rooms according to claim 1, wherein the X-ray image acquisition unit is an X-ray high-definition high-speed camera.
8. A rapid and efficient passenger station room data sharing security inspection method is characterized by comprising the following steps:
scanning a bag running on a belt conveyor of a security inspection machine to obtain an X-ray image of the bag;
carrying out feature matching on an X-ray image of the luggage acquired by an X-ray image acquisition unit and X-ray simulation pictures of all dangerous and forbidden articles stored in advance based on a picture identification technology, and judging whether the luggage has the dangerous and forbidden articles based on a feature matching result;
when the bag does not contain the carried hazardous and forbidden articles, generating a unique identification code of the corresponding bag, generating a tear-proof label sticker containing the corresponding unique identification code, and storing the unique identification code in a code sharing server;
sticking the anti-tearing label sticker with the unique identification code to the sealing position of the corresponding case;
scanning the luggage provided with the anti-tearing label sticker with the unique identification code, matching the scanned unique identification code with the unique identification code stored in the code sharing server, and judging the corresponding luggage to be an inspection-free luggage without passing a security check machine if the scanned unique identification code passes the matching;
the X-ray simulation pictures are all the X-ray simulation pictures of the hazardous articles obtained based on the hazardous articles big data machine learning.
9. The fast and efficient passenger station room data sharing security inspection method according to claim 8, further comprising: when the X-ray image of the luggage collected by the X-ray image collecting unit is not clear or can not be identified, the speed of the belt conveyor is controlled to be slowed down or the belt conveyor is stopped temporarily so that the X-ray image collecting unit can collect clear X-ray images.
10. The fast and efficient passenger station room data sharing security inspection method according to claim 8, further comprising: the bags with the forbidden articles are sent out to a manual search and inspection area through the belt conveyor through the separating and refining unit so as to be separated out separately to be searched and inspected manually, and the bags without the forbidden articles are sent out to a passenger self-taking area through the belt conveyor.
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