Change detection from multi-temporal remote sensing image based on canonical transformation

被引：0
|
作者：
Liao, MS [1 ]
Lin, H [1 ]
Zhu, P [1 ]
Gong, JY [1 ]
机构：
[1] Chinese Univ Hong Kong, Joint Lab Geoinformat Sci, Hong Kong, Hong Kong, Peoples R China
来源：
MULTISPECTRAL AND HYPERSPECTRAL IMAGE ACQUISITION AND PROCESSING | 2001年 / 4548卷
关键词：
change detection; canonical analysis; multi-temporal image; spectral image; remote sensing;
D O I：
10.1117/12.441401
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：
The change detection is one of the important topics in multi-temporal. remotely sensed data and significant effort has gone into development of change detection method. This paper will introduce the method for multi-temporal change detection with multivariate analysis, which is based on the canonical correlation analysis and the orthogonal transformation. Moreover, a case study with NOAA/AVHRR data will also be presented.
引用
收藏
页码：120 / 123
页数：4
相关论文
共 50 条
  • [1] Parallel Multi-Temporal Remote Sensing Image Change Detection on GPU
    Zhu, Huming
    Cao, Yu
    Zhou, Zhiqiang
    Gong, Maoguo
    2012 IEEE 26TH INTERNATIONAL PARALLEL AND DISTRIBUTED PROCESSING SYMPOSIUM WORKSHOPS & PHD FORUM (IPDPSW), 2012, : 1898 - 1904
  • [2] ICA-based multi-temporal multi-spectral remote sensing images change detection
    Gu, Juan
    Li, Xin
    Huang, Chunlin
    Ho, Yiu Yu
    SPACE EXPLORATION TECHNOLOGIES, 2008, 6960
  • [3] Change detection of multi-temporal remote sensing images based on contourlet transform and ICA
    Wu Yi-Quan
    Cao Zhao-Qing
    Tao Fei-Xiang
    CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION, 2016, 59 (04): : 1284 - 1292
  • [4] Review and prospect in change detection of multi-temporal remote sensing images
    Zhang Z.
    Jiang H.
    Pang S.
    Hu X.
    Cehui Xuebao/Acta Geodaetica et Cartographica Sinica, 2022, 51 (07): : 1091 - 1107
  • [5] Information fusion techniques for change detection from multi-temporal remote sensing images
    Du, Peijun
    Liu, Sicong
    Xia, Junshi
    Zhao, Yindi
    INFORMATION FUSION, 2013, 14 (01) : 19 - 27
  • [6] Change Detection of Multi-temporal Remote Sensing Images Based on Multi-band KL Transform
    Chen Ying
    Zhao Xunjie
    Liu Xiaoli
    INTERNATIONAL SYMPOSIUM ON PHOTOELECTRONIC DETECTION AND IMAGING 2011: ADVANCES IN IMAGING DETECTORS AND APPLICATIONS, 2011, 8194
  • [7] Change Detection Algorithm for Multi-Temporal Remote Sensing Images Based on Adaptive Parameter Estimation
    Chen, Yu
    Ming, Zutao
    Menenti, Massimo
    IEEE ACCESS, 2020, 8 : 106083 - 106096
  • [8] An unsupervised and spectral rule-based approach for change detection from multi-temporal remote sensing imager
    Huang, Helingjie
    Li, Zhu
    Chen, Jianyu
    MULTISPECTRAL, HYPERSPECTRAL, AND ULTRASPECTRAL REMOTE SENSING TECHNOLOGY, TECHNIQUES AND APPLICATIONS VI, 2016, 9880
  • [9] Unsupervised Deep Slow Feature Analysis for Change Detection in Multi-Temporal Remote Sensing Images
    Du, Bo
    Ru, Lixiang
    Wu, Chen
    Zhang, Liangpei
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 57 (12): : 9976 - 9992
  • [10] Advance and Future Development of Change Detection for Multi-temporal Remote Sensing Imagery
    Zhang L.
    Wu C.
    Cehui Xuebao/Acta Geodaetica et Cartographica Sinica, 2017, 46 (10): : 1447 - 1459
12345