Research on Blockchain-Based Cereal and Oil Video Surveillance Abnormal Data Storage

被引:2
作者
Zhang, Yuan [1 ,2 ,3 ]
Cui, Guangyuan [1 ,2 ,3 ]
Ge, Hongyi [1 ,2 ,3 ]
Jiang, Yuying [1 ,2 ,4 ]
Wu, Xuyang [1 ,2 ,3 ]
Sun, Zhenyu [1 ,2 ,3 ]
Jia, Zhiyuan [1 ,2 ,3 ]
机构
[1] Henan Univ Technol, Minist Educ, Key Lab Grain Informat Proc & Control, Zhengzhou 450001, Peoples R China
[2] Henan Prov Key Lab Grain Photoelect Detect & Contr, Zhengzhou 450001, Peoples R China
[3] Henan Univ Technol, Coll Informat Sci & Engn, Zhengzhou 450001, Peoples R China
[4] Henan Univ Technol, Sch Artificial Intelligence & Big Data, Zhengzhou 450001, Peoples R China
来源
AGRICULTURE-BASEL | 2024年 / 14卷 / 01期
基金
中国国家自然科学基金;
关键词
blockchain; cereal and oil; storage; traceability; deep learning; video surveillance; SYSTEM;
D O I
10.3390/agriculture14010023
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
Cereal and oil video surveillance data play a vital role in food traceability, which not only helps to ensure the quality and safety of food, but also helps to improve the efficiency and transparency of the supply chain. Traditional video surveillance systems mainly adopt a centralized storage mode, which is characterized by the deployment of multiple monitoring nodes and a large amount of data storage. It is difficult to guarantee the data security, and there is an urgent need for a solution that can achieve the safe and efficient storage of cereal and oil video surveillance data. This study proposes a blockchain-based abnormal data storage model for cereal and oil video surveillance. The model introduces a deep learning algorithm to process the cereal and oil video surveillance data, obtaining images with abnormal behavior from the monitoring data. The data are stored on a blockchain after hash operation, and InterPlanetary File System (IPFS) is used as a secondary database to store video data and alleviate the storage pressure on the blockchain. The experimental results show that the model achieves the safe and efficient storage of cereal and oil video surveillance data, providing strong support for the sustainable development of the cereal and oil industry.
引用
收藏
页数:16
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