A new independent component analysis (ICA) method and its application to remote sensing images

被引：1
|
作者：
Zhang, XH [1 ]
Chen, CH [1 ]
机构：
[1] SE Massachusetts Univ, Dept Elect & Comp Engn, N Dartmouth, MA 02747 USA
来源：
IMAGE AND SIGNAL PROCESSING FOR REMOTE SENSING VII | 2002年 / 4541卷
关键词：
D O I：
10.1117/12.454149
中图分类号：
TP7 [遥感技术];
学科分类号：
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要：
In this paper, a new independent component analysis (ICA) method is proposed that makes use of the higher order statistics. We name it joint cumulant ICA (JC-ICA) algorithm. It can be implemented efficiently by a neural network. Its applications in AVIRIS data and change detection are discussed. The results show the potential usage in image processing problems.
引用
收藏
页码：146 / 156
页数：11
相关论文
共 50 条
  • [31] Independent-component analysis for hyperspectral remote sensing imagery classification
    Du, Q
    Kopriva, I
    Szu, H
    OPTICAL ENGINEERING, 2006, 45 (01)
  • [32] Regional and Entropy component analysis based remote sensing images fusion
    Luo, Xiaoqing
    Wu, Xiaojun
    Zhang, Zhancheng
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2014, 26 (03) : 1279 - 1287
  • [33] A new approach for independent component analysis and its application for clustering the economic data
    Asadi, Fatemeh
    Torabi, Hamzeh
    Nadeb, Hossein
    INTERNATIONAL JOURNAL OF COMPUTATIONAL ECONOMICS AND ECONOMETRICS, 2025, 15 (1-2)
  • [34] A NEW MOSAICKING METHOD FOR LANDSAT REMOTE-SENSING IMAGES
    WANG, TX
    KEXUE TONGBAO, 1987, 32 (12): : 854 - 859
  • [35] A New Method for Scene Classification from the Remote Sensing Images
    Kollapudi, Purnachand
    Alghamdi, Saleh
    Veeraiah, Neenavath
    Alotaibi, Youseef
    Thotakura, Sushma
    Alsufyani, Abdulmajeed
    CMC-COMPUTERS MATERIALS & CONTINUA, 2022, 72 (01): : 1339 - 1355
  • [36] Application of independent component analysis (ICA) to velocity measurement of two-phase flow
    Department of Physics, Liaoning University, Shenyang 110036, China
    不详
    Yi Qi Yi Biao Xue Bao, 2006, 2 (115-117):
  • [37] A High Precision Parallel Principal Skewness Analysis Algorithm and Its Application to Remote Sensing Images
    Wang D.
    Liu C.
    Wang J.
    Yao K.
    Zhang Z.
    Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology, 2023, 45 (10): : 3492 - 3501
  • [38] A new constrained independent component analysis method
    Huang, De-Shuang
    Mi, Jian-Xun
    IEEE TRANSACTIONS ON NEURAL NETWORKS, 2007, 18 (05): : 1532 - 1535
  • [39] Independent component ordering in ICA analysis of financial data
    Lai, ZB
    Cheung, YM
    Xu, L
    COMPUTATIONAL FINANCE 1999, 2000, : 201 - +
  • [40] Independent component analysis (ICA) in the study of the epileptiform discharges
    Viteri, C
    Urrestarazu, E
    Iriarte, J
    Alegre, L
    Valencia, M
    Artieda, J
    EPILEPSIA, 2004, 45 : 72 - 73
12345