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CN118333524A - A museum storeroom intelligent cabinet management platform and its use method - Google Patents

A museum storeroom intelligent cabinet management platform and its use method Download PDF

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Publication number
CN118333524A
CN118333524A CN202410573620.8A CN202410573620A CN118333524A CN 118333524 A CN118333524 A CN 118333524A CN 202410573620 A CN202410573620 A CN 202410573620A CN 118333524 A CN118333524 A CN 118333524A
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module
museum
data
storeroom
staff
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颜泽蕙
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Anhui Lingyuan Cultural Relics Protection Technology Co ltd
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Anhui Lingyuan Cultural Relics Protection Technology Co ltd
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    • G—PHYSICS
    • G07—CHECKING-DEVICES
    • G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C9/00—Individual registration on entry or exit
    • G07C9/20—Individual registration on entry or exit involving the use of a pass
    • G07C9/22—Individual registration on entry or exit involving the use of a pass in combination with an identity check of the pass holder
    • G07C9/25—Individual registration on entry or exit involving the use of a pass in combination with an identity check of the pass holder using biometric data, e.g. fingerprints, iris scans or voice recognition
    • G—PHYSICS
    • G07—CHECKING-DEVICES
    • G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C9/00—Individual registration on entry or exit
    • G07C9/20—Individual registration on entry or exit involving the use of a pass
    • G07C9/29—Individual registration on entry or exit involving the use of a pass the pass containing active electronic elements, e.g. smartcards

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Abstract

The invention relates to the field of cabinet frame management, in particular to an intelligent cabinet frame management platform for a museum warehouse and a use method thereof; technical problems: when the intelligent management is carried out on the library cabinet frame of the museum, a face recognition or password verification intelligent management system is adopted to manage the library cabinet frame, the accuracy of the face recognition system is low, the high security requirement of the museum cannot be met, and the password verification mode is easy to cause management confusion or potential safety hazard due to password loss; the technical scheme is as follows: the intelligent cabinet frame management platform for the museum warehouse and the application method thereof comprise a data acquisition module, an identification module, a monitoring module and a background management module; compared with the method for identifying the identity through the ID card and the like, and managing the warehouse cabinet frame through the identity verification and identification method such as face recognition and the like, the method can effectively ensure the accuracy and reliability of the identity identification, thereby effectively meeting the requirements of high safety and reliability of museum warehouse management.

Description

Museum warehouse intelligent cabinet frame management platform and application method thereof
Technical Field
The invention relates to the field of cabinet frame management, in particular to an intelligent cabinet frame management platform for a museum warehouse and a use method thereof.
Background
The intelligent cabinet rack management platform of the museum warehouse is a universal system and aims at helping the museum manage cultural relics and collectibles; the platform combines library management of museums with modern technology to provide a more efficient way of managing and protecting cultural relics; the core function of the platform is intelligent cabinet frame management; the platform can automatically track and record the position and the state of each cultural relic by installing an intelligent sensor and a label for each cabinet frame; in this way, the administrator can easily know on which shelf a particular relic is placed, and whether there is any movement or change; the method is convenient for lending and returning records of the cultural relics, so that staff in the museum can make timely treatment; in addition, the platform also provides a centralized management function of cultural relic data; an administrator can input detailed information of the cultural relics into the system, wherein the detailed information comprises names, ages, manufacturing materials, sizes and the like; thus, they can quickly search and inquire the information of specific cultural relics without turning over a large number of paper files; the digital management mode improves the working efficiency, reduces the use of paper files, and is more convenient and environment-friendly; in addition, the platform also has the functions of safety and cultural relics protection; an administrator may set a permission level to ensure that only authorized personnel can access and process the cultural relic data; in addition, the system also has fireproof, waterproof and protective functions so as to ensure the safety of the cultural relics in a storehouse; when intelligent management is carried out on the library cabinet frame of the museum, the library cabinet frame is managed by adopting a face recognition or password verification intelligent management system, the accuracy of the face recognition system is low, the high security requirement of the museum cannot be met, and the password verification mode is easy to cause management confusion or potential safety hazard due to password loss.
Disclosure of Invention
In order to overcome when carrying out intelligent management to the storehouse cabinet frame of museum, adopt face identification or password verification intelligent management system to manage the storehouse cabinet frame, face identification system's rate of accuracy is lower, can't satisfy the high security requirement of museum, and password verification's mode is easy because the password loses the problem that causes management confusion or potential safety hazard.
The technical scheme of the invention is as follows: a museum storehouse intelligence cabinet-rack management platform, including:
The data acquisition module is used for acquiring image data, sound data and identification information data of staff in the library;
The environment control module is used for collecting environment data in the museum warehouse and regulating and controlling environment parameters in the museum warehouse based on the collected environment data;
The identification module is used for identifying the data acquired by the data acquisition module according to the command input by the background management module;
The monitoring module is used for monitoring the image data and the sound data acquired by the data acquisition module in real time according to the identification result of the identification module;
the background management module is used for providing a background management platform for workers, and checking and managing the data acquisition module, the identification module, the environment control module and the monitoring module.
Preferably, the data acquisition module acquires data information required by the working of the identification module, the monitoring module and the background management module, the identification module identifies identities of personnel entering and exiting the museum warehouse, the monitoring module monitors staff and articles in the museum warehouse, and the background management module checks and manages data of the data acquisition module, the identification module and the monitoring module.
Preferably, the data acquisition module comprises a cabinet frame internal data acquisition module, a cabinet frame external data acquisition module and a verification module, wherein the cabinet frame internal data acquisition module is used for acquiring internal images and sound data of the cabinet frame of the museum, the cabinet frame external data acquisition module is used for acquiring images and sound data of the outside of the cabinet frame of the museum, namely, the interior of the museum, and the verification module is used for acquiring identity identification information data of staff entering and exiting the museum and operating the cabinet frame.
Preferably, when the verification module collects the identification information data of the staff entering and exiting the museum and operating the cabinet frame, the collected identification information data comprises a plurality of groups of data of verification equipment such as face image information data of the staff, voiceprint information data of the staff, fingerprint information data of the staff, iris information data of the staff, an identity ID card carried by the staff and the like.
Preferably, the environmental control module comprises a temperature and humidity sensor and an infrared camera, the temperature and humidity sensor is used for acquiring temperature and humidity data of each storage unit of the cabinet frame in the museum warehouse and each storage unit of the cabinet frame in the museum warehouse, and the infrared camera is used for acquiring an infrared image of the whole cabinet frame in the museum warehouse.
Preferably, the environmental control module further comprises a gas detection module, a ventilation module and an air conditioning module, wherein the gas detection module is used for detecting the gas quality and the harmful gas concentration in the museum warehouse, the ventilation module is used for ventilation and updating the air in the museum warehouse so as to realize the discharge of the harmful gas, and the air conditioning module is used for adjusting the air temperature and the air humidity in the museum warehouse according to the data acquired by the temperature and humidity sensor and the infrared camera.
Preferably, when the identification module identifies the data acquired by the data acquisition module according to the instruction input by the background management module, the method comprises the following steps:
S11: collecting identity identification information data input by a verification module when a worker enters a museum warehouse;
S12: data identification is carried out on the data of the verification devices such as the identity ID card and the like input in the verification module, and the identity information corresponding to the carried verification devices of the staff is identified;
s13: according to the corresponding identity information identified in the step S12, sending inquiry information to a background management module, inquiring whether the identity information has access rights or not, and if the identity information has the access rights, entering the next step;
s14: and (3) verifying and identifying other identity identification information acquired in the step (S11) according to the corresponding identity information identified in the step (S12).
Preferably, the identity of the staff entering and exiting the storehouse can be verified by arranging the verification module, the safety of the storehouse is ensured, the verification module firstly identifies the identity of the staff through verification equipment such as an identity ID card and the like, then verifies the identity of the staff through means such as face recognition, voiceprint recognition, fingerprint recognition or iris recognition and the like, the accuracy and the effectiveness of the identity recognition verification can be ensured, and the occurrence of the conditions that the storehouse management record is wrong or the irrelevant staff enter the storehouse by mistake due to the fact that the means such as face recognition, voiceprint recognition, fingerprint recognition or iris recognition and the like are wrong is effectively prevented, so that the safety of articles such as cultural relics in the storehouse is effectively ensured.
Preferably, the monitoring module monitors the image data and the sound data acquired by the data acquisition module in real time according to the identification result of the identification module, and comprises the following steps:
S21: extracting images and sound data in the library warehouse acquired by the data acquisition module;
s22: after a worker enters a museum warehouse, a mantis search algorithm is adopted to identify and track the worker image in the museum warehouse;
S23: when a worker puts articles such as cultural relics on a cabinet frame in a library, the articles such as cultural relics are sent to a background management module to verify whether the articles such as cultural relics are placed successfully or not;
S24: after articles such as cultural relics are placed on a cabinet frame in a museum warehouse, the articles such as cultural relics on the cabinet frame are monitored by adopting an image change detection algorithm based on spatial structural features, sound data are collected and stored when abnormality occurs, and an alarm is sent to a background management module.
Preferably, when a worker puts articles such as cultural relics on a cabinet frame in a library, the method sends verification to a background management module, and when the verification is successful, the method comprises the following steps:
s31: after the staff successfully enters the storeroom, starting a data acquisition module in an idle storage unit in the cabinet frame;
S32: detecting the image of each storage unit in the cabinet frame by adopting an image change detection algorithm based on an image gray interpolation method;
s33: after a worker puts articles such as cultural relics into a storage unit, a monitoring module detects that images in the storage unit change by adopting an image change detection algorithm based on an image gray interpolation method, and verification information is sent to a background management module;
s34: meanwhile, the monitoring module stores the image and sound information data in the storage unit as a warehouse-in basis;
s35: after the background management platform sends verification feedback to the monitoring module, the storage is completed, and the step S24 is entered.
Preferably, the monitoring module detects the image of each storage unit in the cabinet frame by adopting an image change detection algorithm based on an image gray interpolation method, so that the moment when the cultural relics are placed in the cabinet frame can be simply identified, the warehousing process of the cultural relics can be automatically recorded and stored, the use is simple and convenient, and the standardization and reliability of museum management can be effectively increased.
Preferably, when a worker puts articles such as cultural relics on a cabinet frame in a library, the method sends verification information to a background management module, and after the successful placement of the articles such as cultural relics is verified, the method further comprises the following steps:
s41: collecting images of articles such as cultural relics placed on the cabinet frame;
S42: extracting image features of articles such as cultural relics, wherein an image feature extraction algorithm based on scale invariant feature transformation is adopted to extract the image features of the articles such as the cultural relics;
S43: carrying out feature extraction on the cultural relic image pre-recorded by the background management module by adopting an image feature extraction algorithm based on scale invariant feature transformation;
S44: performing feature matching on images of articles such as cultural relics on the cabinet frame by using the extracted features, and identifying the articles such as the cultural relics;
s44: after the identification is completed, a warehouse entry record is generated and sent to a background management module.
Preferably, images of articles such as cultural relics are acquired and identified through a feature matching method, the cultural relics can be simply and rapidly identified, automatic warehouse entry and warehouse exit records of the cultural relics can be achieved, accuracy of museum warehouse management is improved, time consumption of manual recording is saved, accuracy is higher, and scientificity and standardization of museum management are improved.
The application method of the intelligent cabinet frame management platform for the museum warehouse comprises the following steps:
S51: the staff logs in the background management module, and then the identification information of the staff, the image information of the cultural relics and the numbering information of the cultural relics are input through the background management module;
S52: when the articles are required to be stored in a warehouse or taken out, the staff gives corresponding staff rights through the background management module;
S53: when a worker operates the articles in the warehouse, the worker verifies the articles through the monitoring module in the background, and the articles are stored and taken out.
The invention has the beneficial effects that:
1. compared with the prior art, when the intelligent management is carried out on the library cabinet rack of the museum, the intelligent management system for face recognition or password verification is adopted to manage the library cabinet rack, the accuracy of the face recognition system is low, the high security requirement of the museum cannot be met, and the password verification mode is easy to cause management confusion or potential safety hazard due to password loss; the management platform is arranged to recognize identities through an ID card and the like, and then manage the warehouse cabinet frame through an identity verification recognition method such as face recognition and the like, so that the accuracy and reliability of identity recognition can be effectively ensured, and the requirements of high safety and reliability of museum warehouse management can be effectively met;
2. The identity of the staff entering and exiting the warehouse can be verified by arranging the verification module, the safety of the warehouse is ensured, the verification module firstly identifies the identity of the staff through verification equipment such as an identity ID card and the like, then verifies the identity of the staff through means such as face recognition, voiceprint recognition, fingerprint recognition or iris recognition and the like, the accuracy and the effectiveness of the identity recognition verification can be ensured, and the occurrence of the conditions that the warehouse management records are wrong or the irrelevant staff enter the warehouse by mistake due to the fact that the means such as face recognition, voiceprint recognition, fingerprint recognition or iris recognition and the like are wrong is effectively prevented, and the safety of articles such as cultural relics in the warehouse is effectively ensured;
3. The monitoring module is arranged to detect the image of each storage unit in the cabinet frame by adopting an image change detection algorithm based on an image gray interpolation method, so that the moment when the cultural relics are put into the cabinet frame can be simply identified, the automatic recording and storage of the warehousing process of the cultural relics can be realized, the use is simple and convenient, and the standardization and reliability of museum management can be effectively increased;
4. The method has the advantages that the images of the articles such as the cultural relics are collected and identified through the feature matching method, the cultural relics can be identified simply and quickly, automatic warehouse entry and warehouse exit records of the cultural relics can be achieved, the accuracy of museum warehouse management is improved, the time consumption of manual recording is saved, the accuracy is higher, and the scientificity and standardization of museum management are improved.
Drawings
FIG. 1 shows a schematic construction diagram of a museum warehouse intelligent cabinet rack management platform of the present invention;
FIG. 2 is a schematic diagram showing the workflow of the identification module in the intelligent cabinet rack management platform of the museum warehouse of the present invention;
fig. 3 shows a workflow diagram of a method of using the museum warehouse intelligent cabinet rack management platform of the present invention.
Detailed Description
The invention is further described below with reference to the drawings and examples.
Referring to fig. 1, the present invention provides an embodiment: a museum storehouse intelligence cabinet-rack management platform, including:
The data acquisition module is used for acquiring image data, sound data and identification information data of staff in the library;
The environment control module is used for collecting environment data in the museum warehouse and regulating and controlling environment parameters in the museum warehouse based on the collected environment data;
The identification module is used for identifying the data acquired by the data acquisition module according to the command input by the background management module;
The monitoring module is used for monitoring the image data and the sound data acquired by the data acquisition module in real time according to the identification result of the identification module;
the background management module is used for providing a background management platform for workers, and checking and managing the data acquisition module, the identification module, the environment control module and the monitoring module.
Preferably, the data acquisition module acquires data information required by the working of the identification module, the monitoring module and the background management module, the identification module identifies identities of personnel entering and exiting the museum warehouse, the monitoring module monitors staff and articles in the museum warehouse, and the background management module checks and manages data of the data acquisition module, the identification module and the monitoring module.
Preferably, the data acquisition module comprises a cabinet frame internal data acquisition module, a cabinet frame external data acquisition module and a verification module, wherein the cabinet frame internal data acquisition module is used for acquiring internal images and sound data of the cabinet frame of the museum, the cabinet frame external data acquisition module is used for acquiring images and sound data of the outside of the cabinet frame of the museum, namely, the interior of the museum, and the verification module is used for acquiring identity identification information data of staff entering and exiting the museum and operating the cabinet frame.
Preferably, when the verification module collects the identification information data of the staff entering and exiting the museum and operating the cabinet frame, the collected identification information data comprises a plurality of groups of data of verification equipment such as face image information data of the staff, voiceprint information data of the staff, fingerprint information data of the staff, iris information data of the staff, an identity ID card carried by the staff and the like.
Preferably, the environmental control module comprises a temperature and humidity sensor and an infrared camera, the temperature and humidity sensor is used for acquiring temperature and humidity data of each storage unit of the cabinet frame in the museum warehouse and each storage unit of the cabinet frame in the museum warehouse, and the infrared camera is used for acquiring an infrared image of the whole cabinet frame in the museum warehouse.
Preferably, the environmental control module further comprises a gas detection module, a ventilation module and an air conditioning module, wherein the gas detection module is used for detecting the gas quality and the harmful gas concentration in the museum warehouse, the ventilation module is used for ventilation and updating the air in the museum warehouse so as to realize the discharge of the harmful gas, and the air conditioning module is used for adjusting the air temperature and the air humidity in the museum warehouse according to the data acquired by the temperature and humidity sensor and the infrared camera.
Referring to fig. 2, in this embodiment, when the identification module identifies the data collected by the data collection module according to the instruction input by the background management module, the method includes the following steps:
S11: collecting identity identification information data input by a verification module when a worker enters a museum warehouse;
S12: data identification is carried out on the data of the verification devices such as the identity ID card and the like input in the verification module, and the identity information corresponding to the carried verification devices of the staff is identified;
s13: according to the corresponding identity information identified in the step S12, sending inquiry information to a background management module, inquiring whether the identity information has access rights or not, and if the identity information has the access rights, entering the next step;
s14: and (3) verifying and identifying other identity identification information acquired in the step (S11) according to the corresponding identity information identified in the step (S12).
Preferably, the identity of the staff entering and exiting the storehouse can be verified by arranging the verification module, the safety of the storehouse is ensured, the verification module firstly identifies the identity of the staff through verification equipment such as an identity ID card and the like, then verifies the identity of the staff through means such as face recognition, voiceprint recognition, fingerprint recognition or iris recognition and the like, the accuracy and the effectiveness of the identity recognition verification can be ensured, and the occurrence of the conditions that the storehouse management record is wrong or the irrelevant staff enter the storehouse by mistake due to the fact that the means such as face recognition, voiceprint recognition, fingerprint recognition or iris recognition and the like are wrong is effectively prevented, so that the safety of articles such as cultural relics in the storehouse is effectively ensured.
Preferably, the monitoring module monitors the image data and the sound data acquired by the data acquisition module in real time according to the identification result of the identification module, and comprises the following steps:
S21: extracting images and sound data in the library warehouse acquired by the data acquisition module;
s22: after a worker enters a museum warehouse, a mantis search algorithm is adopted to identify and track the worker image in the museum warehouse;
S23: when a worker puts articles such as cultural relics on a cabinet frame in a library, the articles such as cultural relics are sent to a background management module to verify whether the articles such as cultural relics are placed successfully or not;
S24: after articles such as cultural relics are placed on a cabinet frame in a museum warehouse, the articles such as cultural relics on the cabinet frame are monitored by adopting an image change detection algorithm based on spatial structural features, sound data are collected and stored when abnormality occurs, and an alarm is sent to a background management module.
Preferably, when a worker puts articles such as cultural relics on a cabinet frame in a library, the method sends verification to a background management module, and when the verification is successful, the method comprises the following steps:
s31: after the staff successfully enters the storeroom, starting a data acquisition module in an idle storage unit in the cabinet frame;
S32: detecting the image of each storage unit in the cabinet frame by adopting an image change detection algorithm based on an image gray interpolation method;
s33: after a worker puts articles such as cultural relics into a storage unit, a monitoring module detects that images in the storage unit change by adopting an image change detection algorithm based on an image gray interpolation method, and verification information is sent to a background management module;
s34: meanwhile, the monitoring module stores the image and sound information data in the storage unit as a warehouse-in basis;
s35: after the background management platform sends verification feedback to the monitoring module, the storage is completed, and the step S24 is entered.
Preferably, the monitoring module detects the image of each storage unit in the cabinet frame by adopting an image change detection algorithm based on an image gray interpolation method, so that the moment when the cultural relics are placed in the cabinet frame can be simply identified, the warehousing process of the cultural relics can be automatically recorded and stored, the use is simple and convenient, and the standardization and reliability of museum management can be effectively increased.
Preferably, when a worker puts articles such as cultural relics on a cabinet frame in a library, the method sends verification information to a background management module, and after the successful placement of the articles such as cultural relics is verified, the method further comprises the following steps:
s41: collecting images of articles such as cultural relics placed on the cabinet frame;
S42: extracting image features of articles such as cultural relics, wherein an image feature extraction algorithm based on scale invariant feature transformation is adopted to extract the image features of the articles such as the cultural relics;
S43: carrying out feature extraction on the cultural relic image pre-recorded by the background management module by adopting an image feature extraction algorithm based on scale invariant feature transformation;
S44: performing feature matching on images of articles such as cultural relics on the cabinet frame by using the extracted features, and identifying the articles such as the cultural relics;
s44: after the identification is completed, a warehouse entry record is generated and sent to a background management module.
Preferably, images of articles such as cultural relics are acquired and identified through a feature matching method, the cultural relics can be simply and rapidly identified, automatic warehouse entry and warehouse exit records of the cultural relics can be achieved, accuracy of museum warehouse management is improved, time consumption of manual recording is saved, accuracy is higher, and scientificity and standardization of museum management are improved.
Referring to fig. 3, the present invention provides an embodiment: the application method of the intelligent cabinet frame management platform for the museum warehouse comprises the following steps:
S51: the staff logs in the background management module, and then the identification information of the staff, the image information of the cultural relics and the numbering information of the cultural relics are input through the background management module;
S52: when the articles are required to be stored in a warehouse or taken out, the staff gives corresponding staff rights through the background management module;
S53: when a worker operates the articles in the warehouse, the worker verifies the articles through the monitoring module in the background, and the articles are stored and taken out.
The embodiments of the present invention have been described in detail with reference to the drawings, but the present invention is not limited to the above embodiments, and various changes can be made within the knowledge of those skilled in the art without departing from the spirit of the present invention.

Claims (10)

1.一种博物馆库房智能柜架管理平台；其特征在于：包括有：1. A museum storeroom intelligent shelf management platform; characterized by: including: 数据采集模块，用于对博物馆库房内的图像数据、声音数据以及工作人员的身份识别信息数据进行采集；The data collection module is used to collect image data, sound data and staff identification information data in the museum storeroom; 环境控制模块，用于对博物馆库房内的环境数据进行采集，并以采集到的环境数据为依据，对博物馆库房内的环境参数进行调控；The environmental control module is used to collect environmental data in the museum storeroom and adjust the environmental parameters in the museum storeroom based on the collected environmental data; 识别模块，用于根据后台管理模块录入的指令对数据采集模块采集到的数据进行识别；The recognition module is used to recognize the data collected by the data collection module according to the instructions entered by the background management module; 监控模块，用于根据识别模块的识别结果，对数据采集模块所采集到的图像数据和声音数据进行实时监控；A monitoring module is used to monitor the image data and sound data collected by the data collection module in real time according to the recognition result of the recognition module; 后台管理模块，用于为工作人员提供后台管理平台，对数据采集模块、识别模块、环境控制模块以及监控模块进行查看和管理。The backend management module is used to provide a backend management platform for staff to view and manage the data acquisition module, identification module, environmental control module and monitoring module. 2.根据权利要求1所述的一种博物馆库房智能柜架管理平台，其特征在于：数据采集模块包括有柜架内部数据采集模块、柜架外部数据采集模块和验证模块，柜架内部数据采集模块用于对博物馆库房柜架的内部图像以及声音数据进行采集，柜架外部数据采集模块用于对博物馆库房柜架的外部即博物馆库房内部的图像以及声音数据进行采集，验证模块用于对进出博物馆以及操作柜架的工作人员的身份识别信息数据进行采集。2. According to claim 1, a museum storeroom intelligent cabinet management platform is characterized in that: the data acquisition module includes an internal cabinet data acquisition module, an external cabinet data acquisition module and a verification module, the internal cabinet data acquisition module is used to collect internal images and sound data of the museum storeroom cabinet, the external cabinet data acquisition module is used to collect images and sound data of the outside of the museum storeroom cabinet, that is, the inside of the museum storeroom, and the verification module is used to collect identity information data of staff entering and exiting the museum and operating the cabinet. 3.根据权利要求2所述的一种博物馆库房智能柜架管理平台，其特征在于：验证模块在对进出博物馆以及操作柜架的工作人员的身份识别信息数据进行采集时，采集的身份识别信息数据包括有工作人员的面部图像信息数据、工作人员的声纹信息数据、工作人员的指纹信息数据、工作人员的虹膜信息数据以及工作人员携带的身份ID卡等验证设备的数据中的多组。3. A museum storeroom intelligent cabinet management platform according to claim 2, characterized in that: when the verification module collects identity recognition information data of the staff entering and exiting the museum and operating the cabinets, the collected identity recognition information data includes multiple groups of staff facial image information data, staff voiceprint information data, staff fingerprint information data, staff iris information data and data from verification devices such as identity ID cards carried by the staff. 4.根据权利要求3所述的一种博物馆库房智能柜架管理平台，其特征在于：环境控制模块包括有温湿度传感器以及红外摄像仪，温湿度传感器用于对博物馆库房内以及博物馆库房内柜架的每一个储存单元的温度以及湿度数据进行采集，红外摄像仪用于采集博物馆库房内柜架的整体的红外图像。4. According to claim 3, a museum storeroom intelligent cabinet management platform is characterized in that: the environmental control module includes a temperature and humidity sensor and an infrared camera, the temperature and humidity sensor is used to collect temperature and humidity data of each storage unit in the museum storeroom and the cabinets in the museum storeroom, and the infrared camera is used to collect the overall infrared image of the cabinets in the museum storeroom. 5.根据权利要求4所述的一种博物馆库房智能柜架管理平台，其特征在于：环境控制模块还包括有气体检测模块、换气模块以及空气调节模块，气体检测模块用于对博物馆库房内的气体质量以及有害气体浓度进行检测，换气模块用于对博物馆库房内的空气进行换气更新，以实现有害气体的排出，空气调节模块用于根据温湿度传感器以及红外摄像仪所采集到的数据，对博物馆库房内的空气温度和空气湿度进行调节。5. According to claim 4, a museum storeroom intelligent cabinet management platform is characterized in that: the environment control module also includes a gas detection module, a ventilation module and an air conditioning module, the gas detection module is used to detect the gas quality and harmful gas concentration in the museum storeroom, the ventilation module is used to ventilate and update the air in the museum storeroom to achieve the discharge of harmful gases, and the air conditioning module is used to adjust the air temperature and air humidity in the museum storeroom according to the data collected by the temperature and humidity sensor and the infrared camera. 6.根据权利要求5所述的一种博物馆库房智能柜架管理平台，其特征在于：识别模块在根据后台管理模块录入的指令对数据采集模块采集到的数据进行识别时，包括有以下步骤：6. A museum storeroom intelligent shelf management platform according to claim 5, characterized in that: when the recognition module recognizes the data collected by the data collection module according to the instructions entered by the background management module, it includes the following steps: S11：采集工作人员在进入博物馆库房时，通过验证模块输入的身份识别信息数据；S11: Collecting the identity information data input by the staff through the verification module when entering the museum storeroom; S12：对验证模块中所输入的身份ID卡等验证设备的数据进行数据识别，识别工作人员的所携带的验证设备对应的身份信息；S12: Perform data recognition on the data of the verification device such as the ID card input into the verification module to identify the identity information corresponding to the verification device carried by the staff member; S13：根据步骤S12中所识别到的对应的身份信息，向后台管理模块发送询问信息，询问该身份信息是否有进入权限，若该身份信息有进入权限则进入下一步；S13: according to the corresponding identity information identified in step S12, a query message is sent to the background management module to inquire whether the identity information has access permission. If the identity information has access permission, the next step is entered; S14：根据步骤S12中所识别到的对应的身份信息，对步骤S11中采集到的其他身份识别信息进行验证和识别。S14: Verify and identify other identity information collected in step S11 according to the corresponding identity information identified in step S12. 7.根据权利要求6所述的一种博物馆库房智能柜架管理平台，其特征在于：监控模块在根据识别模块的识别结果，对数据采集模块所采集到的图像数据和声音数据进行实时监控时，包括有以下步骤：7. A museum storeroom intelligent shelf management platform according to claim 6, characterized in that: when the monitoring module performs real-time monitoring of the image data and sound data collected by the data collection module according to the recognition result of the recognition module, the monitoring module comprises the following steps: S21：对数据采集模块采集到的博物馆库房内的图像以及声音数据进行提取；S21: extracting the image and sound data in the museum storeroom collected by the data collection module; S22：在工作人员进入博物馆库房后，采用螳螂搜索算法对博物馆库房内的图像中的工作人员图像进行识别和追踪；S22: After the staff member enters the museum storeroom, the mantis search algorithm is used to identify and track the staff member image in the image in the museum storeroom; S23：在工作人员将文物等物品放入博物馆库房内的柜架上时，向后台管理模块发送验证信息，验证文物等物品是否放置成功；S23: When the staff puts cultural relics and other items on the shelves in the museum storeroom, verification information is sent to the background management module to verify whether the cultural relics and other items are successfully placed; S24：文物等物品放入博物馆库房内的柜架上之后，采用基于空间结构特征的图像变化检测算法对柜架上的文物等物品进行监控，并在发生异常时对声音数据进行采集和储存，同时向后台管理模块发送警报。S24: After the cultural relics and other items are placed on the shelves in the museum storeroom, an image change detection algorithm based on spatial structural features is used to monitor the cultural relics and other items on the shelves, and when an abnormality occurs, the sound data is collected and stored, and an alarm is sent to the background management module. 8.根据权利要求7所述的一种博物馆库房智能柜架管理平台，其特征在于：在工作人员将文物等物品放入博物馆库房内的柜架上时，向后台管理模块发送验证，验证文物等物品是否放置成功时，包括有以下步骤：8. A museum storeroom intelligent shelf management platform according to claim 7, characterized in that: when the staff puts cultural relics and other items on the shelf in the museum storeroom, a verification is sent to the background management module to verify whether the cultural relics and other items are placed successfully, including the following steps: S31：当工作人员成功进入库房之后，启动柜架内空闲的储存单元内的数据采集模块；S31: After the staff successfully enters the warehouse, the data collection module in the idle storage unit in the cabinet is started; S32：采用基于图像灰度插值法的图像变化检测算法对柜架内每个储存单元的图像进行检测；S32: using an image change detection algorithm based on an image grayscale interpolation method to detect the image of each storage unit in the cabinet; S33：当工作人员将文物等物品放入储存单元之后，监控模块采用基于图像灰度插值法的图像变化检测算法检测到储存单元内的图像发生变化，发送验证信息至后台管理模块；S33: After the staff puts cultural relics and other items into the storage unit, the monitoring module detects changes in the image in the storage unit using an image change detection algorithm based on image grayscale interpolation, and sends verification information to the background management module; S34：同时，监控模块对该储存单元内的图像和声音信息数据进行储存，作为入库依据；S34: At the same time, the monitoring module stores the image and sound information data in the storage unit as a basis for storage; S35：当后台管理平台向监控模块发送验证回馈之后，入库完成，进入步骤S24。S35: After the backend management platform sends verification feedback to the monitoring module, the storage is completed and the process goes to step S24. 9.根据权利要求8所述的一种博物馆库房智能柜架管理平台，其特征在于：在工作人员将文物等物品放入博物馆库房内的柜架上时，向后台管理模块发送验证信息，验证文物等物品是否放置成功之后，还包括有以下步骤：9. A museum storeroom intelligent shelf management platform according to claim 8, characterized in that: when the staff puts cultural relics and other items on the shelf in the museum storeroom, after sending verification information to the background management module to verify whether the cultural relics and other items are placed successfully, it also includes the following steps: S41：对放入柜架上的文物等物品的图像进行采集；S41: collecting images of cultural relics and other items placed on the shelf; S42：对文物等物品的图像特征进行提取，其中，采用基于尺度不变特征变换的图像特征提取算法对文物等物品的图像特征进行提取；S42: extracting image features of cultural relics and other objects, wherein the image features of cultural relics and other objects are extracted using an image feature extraction algorithm based on scale-invariant feature transformation; S43：对后台管理模块预先录入的文物图像采用基于尺度不变特征变换的图像特征提取算法进行特征提取；S43: extracting features from the cultural relic images pre-entered by the background management module using an image feature extraction algorithm based on scale-invariant feature transformation; S44：利用提取之后的特征对柜架上的文物等物品的图像进行特征匹配，对文物等物品进行识别；S44: performing feature matching on images of cultural relics and other objects on the shelf using the extracted features, and identifying the cultural relics and other objects; S44：在识别完成之后，生成入库记录，并发送至后台管理模块。S44: After the identification is completed, a storage record is generated and sent to the background management module. 10.一种博物馆库房智能柜架管理平台的使用方法，其特征在于：包括有以下步骤：10. A method for using a museum storeroom intelligent shelf management platform, characterized in that it includes the following steps: S51：工作人员登录后台管理模块，再通过后台管理模块输入工作人员的身份识别信息、文物的图像信息以及文物的编号信息；S51: The staff member logs in to the background management module, and then inputs the staff member's identity information, the image information of the cultural relic, and the number information of the cultural relic through the background management module; S52：在需要向库房内存放或者拿出物品时，工作人员通过后台管理模块赋予对应的工作人员权限；S52: When it is necessary to store or take out items in the warehouse, the staff grants corresponding staff permissions through the background management module; S53：工作人员在对库房内的物品进行操作时，工作人员在后台通过监控模块的验证，实现物品的存放和拿出操作。S53: When the staff operates the items in the warehouse, the staff implements the storage and taking out operations of the items through verification by the monitoring module in the background.
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* Cited by examiner, † Cited by third party
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CN119399089A (en) * 2025-01-06 2025-02-07 西北工业大学 A real-time monitoring method and system for intelligent environment of cultural relics
CN119399089B (en) * 2025-01-06 2025-04-08 西北工业大学 Real-time monitoring method and system for intelligent environment of cultural relics

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