Multisensor remote sensing image fusion using stationary wavelet transform: Effects of basis and decomposition level

被引:18
|
作者
Li, Shutao [1 ]
机构
[1] Hunan Univ, Coll Elect & Informat Engn, Changsha 410082, Peoples R China
基金
中国国家自然科学基金;
关键词
stationary wavelet transform; wavelet filters; decomposition depth; image fusion; remote sensing;
D O I
10.1142/S0219691308002203
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Stationary wavelet transform is an efficient algorithm for remote sensing image fusion. In this paper, we investigate the effects of orthogonal/ biorthogonal filters and decomposition depth on using stationary wavelet analysis for fusion. Spectral discrepancy and spatial distortion are used as quality measures. Empirical results lead to some recommendations on the wavelet filter parameters for use in remote sensing image fusion applications.
引用
收藏
页码:37 / 50
页数:14
相关论文
共 50 条
  • [1] MULTISENSOR IMAGE FUSION USING THE WAVELET TRANSFORM
    LI, H
    MANJUNATH, BS
    MITRA, SK
    [J]. GRAPHICAL MODELS AND IMAGE PROCESSING, 1995, 57 (03): : 235 - 245
  • [2] REMOTE SENSING IMAGE FUSION USING ICA AND OPTIMIZED WAVELET TRANSFORM
    Hnatushenko, V. V.
    Vasyliev, V. V.
    [J]. XXIII ISPRS CONGRESS, COMMISSION VII, 2016, 41 (B7): : 653 - 659
  • [3] Multisensor image fusion based on wavelet transform
    Liu, GX
    Yang, WH
    [J]. PROCESS CONTROL AND INSPECTION FOR INDUSTRY, 2000, 4222 : 219 - 223
  • [4] Remote sensing image fusion with multi-wavelet transform
    Na, Y
    Ehlers, M
    Yang, WH
    [J]. REMOTE SENSING FOR ENVIRONMENTAL MONITORING, GIS APPLICATIONS, AND GEOLOGY IV, 2004, 5574 : 14 - 22
  • [5] Remote sensing image fusion with bilinear resampling wavelet transform
    Zhou, Qian-Xiang
    Jing, Zhong-Liang
    Jiang, Shi-Zhong
    [J]. Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University, 2004, 38 (04): : 547 - 550
  • [6] Robust Image Fusion Using Stationary Wavelet Transform
    Kim, Hee Hoon
    Kang, Seung Hyo
    Park, Jea Hyun
    Ha, Hyun Ho
    Lim, Jin Soo
    Lim, Dong Hoon
    [J]. KOREAN JOURNAL OF APPLIED STATISTICS, 2011, 24 (06) : 1181 - 1196
  • [7] A Survey and Analysis of Pixel Level Multisensor Medical Image Fusion using Discrete Wavelet Transform
    Kumar, N. Sathish
    Shanthi, C.
    [J]. IETE TECHNICAL REVIEW, 2007, 24 (02) : 113 - 125
  • [8] Remote sensing image fusion based on IHS transform, wavelet transform, and HPF
    Li, BC
    Wei, J
    [J]. IMAGE PROCESSING AND PATTERN RECOGNITION IN REMOTE SENSING, 2003, 4898 : 25 - 30
  • [10] Multisensor image fusion with the undecimated discrete wavelet transform
    Liu, Wei
    Huang, Jie
    Zhao, Yongjun
    [J]. 2006 8TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-4, 2006, : 1338 - +