OpenRS-Cloud: A remote sensing image processing platform based on cloud computing environment

被引:0
|
作者
Wei Guo
JianYa Gong
WanShou Jiang
Yi Liu
Bing She
机构
[1] Wuhan University,State Key Laboratory for Information Engineering in Surveying, Mapping and Remote Sensing
来源
关键词
remote sensing; cloud computing; MapReduce; parallel computing; web service;
D O I
暂无
中图分类号
学科分类号
摘要
This paper explores the use of cloud computing for remote sensing image processing. The main contribution of our work is to develop a remote sensing image processing platform based on cloud computing technology (OpenRS-Cloud). This paper focuses on enabling methodical investigations into the development pattern, computational model, data management and service model exploring this novel distributed computing model. The experimental INSAR processing flow is implemented to verify the efficiency and feasibility of OpenRS-Cloud platform. The results show that cloud computing is well suited for computationally-intensive and data-intensive remote sensing services.
引用
收藏
页码:221 / 230
页数:9
相关论文
共 50 条
  • [21] GOOGLE EARTH ENGINE AS CLOUD COMPUTING PLATFORM IN REMOTE SENSING POSTGRADUATE STUDIES
    Campos-Taberner, M.
    Garcia-Haro, F. J.
    Martinez, B.
    Sanchez-Ruiz, S.
    Gilabert, M. A.
    14TH INTERNATIONAL TECHNOLOGY, EDUCATION AND DEVELOPMENT CONFERENCE (INTED2020), 2020, : 4839 - 4842
  • [22] WPS-based Satellite Image Processing on Web Framework and Cloud Computing Environment
    Yoon, Gooseon
    Lee, Kiwon
    KOREAN JOURNAL OF REMOTE SENSING, 2015, 31 (06) : 561 - 570
  • [23] Optimization Method of Parallel Processing for Remote Sensing Image Cloud Detection
    Li Zhao
    Li Yede
    Gao Mingliang
    PROCEEDINGS OF THE 28TH CHINESE CONTROL AND DECISION CONFERENCE (2016 CCDC), 2016, : 3795 - 3798
  • [24] Big data classification of remote sensing image based on cloud computing and convolutional neural network
    Wu, Xiaobo
    SOFT COMPUTING, 2022, 28 (Suppl 2) : 437 - 437
  • [25] Research on Mass Image Storage Platform Based on Cloud Computing
    Zhou, Xiaoqing
    Sun, Jiaxiu
    Zhou, Zhiyong
    PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON SENSOR NETWORK AND COMPUTER ENGINEERING, 2016, 68 : 5 - 9
  • [26] Remote Sensing Image Processing Based On CUDA Platform
    Zhao, Yinghui
    Wang, Guanghua
    Jiang, Congfeng
    Hu, Xu
    EPLWW3S 2011: 2011 INTERNATIONAL CONFERENCE ON ECOLOGICAL PROTECTION OF LAKES-WETLANDS-WATERSHED AND APPLICATION OF 3S TECHNOLOGY, VOL 3, 2011, : 414 - 418
  • [27] Multisource Remote Sensing Data Mining System Construction in Cloud Computing Environment
    Dong YinDi
    Liu ChengJun
    PROCEEDINGS OF THE 2015 4TH INTERNATIONAL CONFERENCE ON COMPUTER, MECHATRONICS, CONTROL AND ELECTRONIC ENGINEERING (ICCMCEE 2015), 2015, 37 : 712 - 716
  • [28] Virtual Desktop Environment on Cloud Computing Platform
    Fuzi, Mohd Faris Mohd
    Hamid, Ros Syamsul
    Ahmad, Muhammad Akram
    2014 IEEE 5TH CONTROL AND SYSTEM GRADUATE RESEARCH COLLOQUIUM (ICSGRC), 2014, : 80 - 84
  • [29] Design and research of the remote video teaching platform based on the cloud computing
    Chen, Jun
    BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2019, 125 : 51 - 51
  • [30] Multi-source remote sensing image big data classification system design in cloud computing environment
    Tong X.-Y.
    Guo C.
    Cheng H.
    International Journal of Internet Manufacturing and Services, 2020, 7 (1-2) : 130 - 145