The Value of Data Mining for Surveillance Video in Big Data Era

被引:0
|
作者
Xu, Honghua [1 ]
Fang, Ming [1 ]
Li, Li [1 ]
Tian, Ye [1 ]
Li, Yanfeng [1 ]
机构
[1] Changchun Univ Sci & Technol, Changchun, Jilin, Peoples R China
关键词
big data; video surveillance; intelligent analysis;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
With the advent of the era of network, video surveillance technology is more and more integrated into the IT emerging technologies. Big data technology in the field of video surveillance has shown a broad development path. The research of surveillance video data mining based on big data is committed to achieve a perfect fusion of the big data technology and video surveillance business, in order to create a solution of intelligent video surveillance in big data era. In this paper, based on the application requirements of video surveillance on big data, we designed the framework of big data analysis for surveillance video, and study the key technology of storage and processing for surveillance video data based on big data and the value of data mining. The study on real-time intelligence analysis and data mining, progresses the video surveillance from manual sampling to efficiently advance warning, post analysis, realization of intelligent information analysis, forecasting. It brings profound changes in the field of video surveillance business development.
引用
收藏
页码:207 / 211
页数:5
相关论文
共 50 条
  • [21] RETRACTED ARTICLE: Data mining and visualization of data-driven news in the era of big data
    Erna Qi
    Xingrui Yang
    Zongjun Wang
    Cluster Computing, 2019, 22 : 10333 - 10346
  • [22] Retraction Note: Data mining and visualization of data-driven news in the era of big data
    Erna Qi
    Xingrui Yang
    Zongjun Wang
    Cluster Computing, 2023, 26 : 141 - 141
  • [23] Data Mining with Big Data
    Wu, Xindong
    Zhu, Xingquan
    Wu, Gong-Qing
    Ding, Wei
    IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2014, 26 (01) : 97 - 107
  • [24] Data Mining with Big Data
    Sowmya, R.
    Suneetha, K. R.
    PROCEEDINGS OF 2017 11TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS AND CONTROL (ISCO 2017), 2017, : 246 - 250
  • [25] Research on the Value of Smarter Education in the Era of Big Data
    Jiang, Jie
    Chen, Tong
    2020 5TH IEEE INTERNATIONAL CONFERENCE ON BIG DATA ANALYTICS (IEEE ICBDA 2020), 2020, : 42 - 45
  • [26] Automatic Surveillance of Pandemics Using Big Data and Text Mining
    Alharbi, Abdullah
    Alosaimi, Wael
    Uddin, M. Irfan
    CMC-COMPUTERS MATERIALS & CONTINUA, 2021, 68 (01): : 303 - 317
  • [27] Knowledge Entity Extraction and Text Mining in the Era of Big Data
    Zhang, Chengzhi
    Mayr, Philipp
    Lu, Wei
    Zhang, Yi
    Data and Information Management, 2021, 5 (03): : 309 - 311
  • [28] Surveillance Source Compression with Background Modeling for Video Big Data
    Tian, Ling
    Wang, Hongyu
    Tang, Qinyu
    Zhou, Yimin
    PROCEEDINGS OF 2016 IEEE INTERNATIONAL CONFERENCES ON BIG DATA AND CLOUD COMPUTING (BDCLOUD 2016) SOCIAL COMPUTING AND NETWORKING (SOCIALCOM 2016) SUSTAINABLE COMPUTING AND COMMUNICATIONS (SUSTAINCOM 2016) (BDCLOUD-SOCIALCOM-SUSTAINCOM 2016), 2016, : 105 - 110
  • [29] IP VIDEO COMPRESSION COMPARISON FOR SMARTPHONES IN BIG DATA ERA
    Malekzadeh, Mina
    JOURNAL OF ENGINEERING SCIENCE AND TECHNOLOGY, 2020, 15 (01): : 600 - 616
  • [30] The value of our personal data in the Big Data and the Internet of all Things Era
    Becerril, Anahiby
    ADCAIJ-ADVANCES IN DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE JOURNAL, 2018, 7 (02): : 71 - 79