STUDY ON EXTRACTION OF EARTHQUAKE DAMAGE INFORMATION BASED ON REGIONAL OPTIMIZING CHANGE DETECTION FROM REMOTE SENSING IMAGE

被引:8
|
作者
Yang, Haixia [1 ]
Dou, Aixia [1 ]
Zhang, Wei [1 ]
Huang, Shusong [1 ]
机构
[1] China Earthquake Adm, Inst Earthquake Sci, Beijing 100036, Peoples R China
来源
2014 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS) | 2014年
关键词
Change detection; Earthquake damage; Regional optimizing method;
D O I
10.1109/IGARSS.2014.6947433
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
After the devastating earthquake, change detection with pre-earthquake images and post-earthquake images can find the seriously damaged area quickly, which provides important information for rescue. Shen et al. (2011) researched the influence of image registration error on change detection with high resolution RS images[1]. Rathje (2005), Zhang et al. (2013) made an intense research on the method of change detection to acquire earthquake damage[2][3]. In this paper, we identify earthquake damage by means of regional optimizing correlation coefficient method with processed pre-earthquake ratio image and post-earthquake ratio image, compared with the result acquired only with single band image. The result shows that the effect of the new method is improved obviously.
引用
收藏
页数:4
相关论文
共 50 条
  • [21] Change detection from multi-temporal remote sensing image based on canonical transformation
    Liao, MS
    Lin, H
    Zhu, P
    Gong, JY
    MULTISPECTRAL AND HYPERSPECTRAL IMAGE ACQUISITION AND PROCESSING, 2001, 4548 : 120 - 123
  • [22] Remote Sensing Image Change Detection Combined With Saliency
    Zhang, Haitao
    Wang, Shilin
    Liu, Tao
    IEEE SENSORS JOURNAL, 2024, 24 (11) : 18108 - 18121
  • [23] A new change detection method of remote sensing image
    Jia Y.
    Xie Z.
    Lv Z.
    Zhu M.
    Liu M.
    Wuhan Daxue Xuebao (Xinxi Kexue Ban)/Geomatics and Information Science of Wuhan University, 2016, 41 (08): : 1001 - 1006
  • [24] A New Method in Change Detection of Remote Sensing Image
    Di Fengping
    Li Xiaowen
    Zhu Chongguang
    PROCEEDINGS OF THE 2009 2ND INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOLS 1-9, 2009, : 1308 - +
  • [25] REMOTE SENSING IMAGE REGRESSION FOR HETEROGENEOUS CHANGE DETECTION
    Luppino, Luigi T.
    Bianchi, Filippo M.
    Moser, Gabriele
    Anfinsen, Stian N.
    2018 IEEE 28TH INTERNATIONAL WORKSHOP ON MACHINE LEARNING FOR SIGNAL PROCESSING (MLSP), 2018,
  • [26] Remote sensing image change detection based on CNN-Transformer structure
    Pan, Mengyang
    Yang, Hang
    Fan, Xianghui
    CHINESE JOURNAL OF LIQUID CRYSTALS AND DISPLAYS, 2024, 39 (10) : 1361 - 1379
  • [27] Hyperspectral remote sensing image change detection based on tensor and deep learning
    Huang, Fenghua
    Yu, Ying
    Feng, Tinghao
    JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2019, 58 : 233 - 244
  • [28] Research on Building Change Detection Algorithm Based on Remote Sensing Image Registration
    Pan, Anning
    Yang, Jingzong
    THIRD INTERNATIONAL CONFERENCE ON ELECTRONICS AND COMMUNICATION; NETWORK AND COMPUTER TECHNOLOGY (ECNCT 2021), 2022, 12167
  • [29] Multispectral Remote Sensing Image Change Detection Based on Twin Neural Networks
    Mo, Wenhao
    Tan, Yuanpeng
    Zhou, Yu
    Zhi, Yanli
    Cai, Yuchang
    Ma, Wanjie
    ELECTRONICS, 2023, 12 (18)
  • [30] A Change Detection Method for Remote Sensing Image Based on LBP and SURF Feature
    Hu, Lei
    Yang, Hao
    Li, Jin
    Zhang, Yun
    NINTH INTERNATIONAL CONFERENCE ON GRAPHIC AND IMAGE PROCESSING (ICGIP 2017), 2018, 10615