A Site Model Based Change Detection method for SAR Images

被引：0
|
作者：
Wang, Wei [1 ]
Shi, Jianhua [1 ]
Zhao, Lingjun [2 ]
Yan, Xingwei [2 ]
机构：
[1] Natl Univ Def Technol, Coll Adv Interdisciplinary Res, Changsha, Peoples R China
[2] Natl Univ Def Technol, Coll Elect Sci & Technol, Changsha, Peoples R China
来源：
2019 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS (CVPRW 2019) | 2019年
基金：
中国国家自然科学基金;
关键词：
ALGORITHM;
D O I：
10.1109/CVPRW.2019.00101
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, a new method of site model based change detection is presented for multitemporal synthetic aperture radar (SAR) images. It first constructs a site model offline making use of a high resolution image of the fixed site, and then accurate registration is carried out between the model and the images. With the location information contained in the site model, the region of interest (ROI) can be extracted easily and robustly. Finally, the significant changes are obtained by comparing the invariant features extracted separately from the shapes of targets in ROI of two images. The experiment of change detection for two SAR images of airport demonstrated the validity of the proposed method.
引用
收藏
页码：738 / 742
页数：5
相关论文
共 50 条
  • [31] A COOPERATIVE MULTITEMPORAL SEGMENTATION METHOD FOR SAR AND OPTICAL IMAGES CHANGE DETECTION
    Wan, Ling
    Xiang, Yuming
    You, Hongjian
    2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019), 2019, : 1613 - 1616
  • [32] An unsupervised approach based on the generalized Gaussian model to automatic change detection in multitemporal SAR images
    Bazi, Y
    Bruzzone, L
    Melgani, F
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2005, 43 (04): : 874 - 887
  • [33] Unsupervised change detection in SAR images using a multicomponent HMC model
    Derrode, S
    Mercier, G
    Pieczynski, W
    ANALYSIS OF MULTI-TEMPORAL REMOTE SENSING IMAGES, 2004, 3 : 195 - 203
  • [34] Change Detection in SAR Images Based on the ROF Model Semi-Implicit Denoising Method (vol 19, 1179, 2019)
    Lou, Xuemei
    Jia, Zhenhong
    Yang, Jie
    Kasabov, Nikola
    SENSORS, 2019, 19 (10):
  • [35] SAR image change detection method based on PPNN
    Nie, Guoli
    Liao, Guisheng
    Zeng, Cao
    SCIENCE CHINA-INFORMATION SCIENCES, 2021, 64 (08)
  • [36] SAR image change detection method based on PPNN
    Guoli NIE
    Guisheng LIAO
    Cao ZENG
    Science China(Information Sciences), 2021, 64 (08) : 257 - 259
  • [37] SAR image change detection method based on PPNN
    Guoli Nie
    Guisheng Liao
    Cao Zeng
    Science China Information Sciences, 2021, 64
  • [38] A fusion and target detection method based on SAR and optical images
    Xie, Xiaoyang
    Wang, Yingying
    Tuo, Xingyu
    Zhang, Yin
    Zhao, Xiaoning
    Pei, Jifang
    ICCAIS 2019: THE 8TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND INFORMATION SCIENCES, 2019,
  • [39] A Level set based Method for Coastline Detection of SAR Images
    Modava, Mohammad
    Akbarizadeh, Gholamreza
    2017 3RD INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION AND IMAGE ANALYSIS (IPRIA), 2017, : 253 - 257
  • [40] PWF based ship detection method in polarimetric SAR images
    Han, Zhao-Ying
    Chong, Jin-Song
    Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology, 2004, 26 (SUPPL.): : 154 - 158
12345