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
相关论文
共 50 条
  • [11] Research on a Blockchain-Based Medical Data Management Model
    Cao, Xudong
    Xu, Huifen
    Ma, Yuntao
    Xu, Bin
    Qi, Jin
    HEALTH INFORMATION SCIENCE, HIS 2019, 2019, 11837 : 35 - 44
  • [12] Blockchain-Based Data Storage Mechanism for Industrial Internet of Things
    Wang, Jin
    Chen, Wencheng
    Wang, Lei
    Ren, Yongjun
    Sherratt, R. Simon
    INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2020, 26 (05): : 1157 - 1172
  • [13] A Blockchain-based secure PHR data storage and sharing framework
    Ghani, Ayoub
    Zinedine, Ahmed
    El Mohajir, Mohammed
    2020 6TH IEEE CONGRESS ON INFORMATION SCIENCE AND TECHNOLOGY (IEEE CIST'20), 2020, : 162 - 166
  • [14] Blockchain-based public auditing for big data in cloud storage
    Li, Jiaxing
    Wu, Jigang
    Jiang, Guiyuan
    Srikanthan, Thambipillai
    INFORMATION PROCESSING & MANAGEMENT, 2020, 57 (06)
  • [15] Blockchain-Based Secure Data Storage for Distributed Vehicular Networks
    Javed, Muhammad Umar
    Rehman, Mubariz
    Javaid, Nadeem
    Aldegheishem, Abdulaziz
    Alrajeh, Nabil
    Tahir, Muhammad
    APPLIED SCIENCES-BASEL, 2020, 10 (06):
  • [16] Logisticschain: A Blockchain-Based Secure Storage Scheme for Logistics Data
    Li, Hongzhi
    Han, Dezhi
    Tang, Mingdong
    MOBILE INFORMATION SYSTEMS, 2021, 2021
  • [17] Blockchain-Based Data Storage With Privacy and Authentication in Internet of Things
    Goyat, Rekha
    Kumar, Gulshan
    Alazab, Mamoun
    Conti, Mauro
    Rai, Mritunjay Kumar
    Thomas, Reji
    Saha, Rahul
    Kim, Tai-Hoon
    IEEE INTERNET OF THINGS JOURNAL, 2022, 9 (16): : 14203 - 14215
  • [18] A Blockchain-Based Trustable Framework for IoT Data Storage and Access
    Li, Jiangfeng
    Hu, Shili
    Shi, Yang
    Zhang, Chenxi
    BLOCKCHAIN AND TRUSTWORTHY SYSTEMS, BLOCKSYS 2019, 2020, 1156 : 336 - 349
  • [19] A Blockchain-based Decentralized Data Storage and Access Framework for PingER
    Ali, Saqib
    Wang, Guojun
    White, Bebo
    Cottrell, Roger Leslie
    2018 17TH IEEE INTERNATIONAL CONFERENCE ON TRUST, SECURITY AND PRIVACY IN COMPUTING AND COMMUNICATIONS (IEEE TRUSTCOM) / 12TH IEEE INTERNATIONAL CONFERENCE ON BIG DATA SCIENCE AND ENGINEERING (IEEE BIGDATASE), 2018, : 1303 - 1308
  • [20] Blockchain-Based Video Copyright Detection
    Cao, Jianxiang
    Song, Miaoran
    Shang, Wenqian
    2021 IEEE/ACIS 21ST INTERNATIONAL FALL CONFERENCE ON COMPUTER AND INFORMATION SCIENCE (ICIS 2021-FALL), 2021, : 170 - 176