Fusion of Multispectral Remote Sensing Image and High Resolution Spatial Panchromatic image Based on NSCT and IHS

被引:0
作者
Li, Ding [1 ]
机构
[1] Xian Architecture & Technol Univ, Sch Informat & Control Engn, Xian, Peoples R China
来源
SECOND INTERNATIONAL CONFERENCE ON COMPUTER AND ELECTRICAL ENGINEERING, VOL 1, PROCEEDINGS | 2009年
关键词
image fusion; IHS; nonsubsampled contourlet transform; panchromatic image; Multispectral image;
D O I
10.1109/ICCEE.2009.52
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper proposes a new method of fusing panchromatic and multispectral images based on NSCT and IHS. The I component is obtained by applying IHS on multispectral images. Then fusing the I component and panchromatic images through NSCT. Substituting the new fusion data performed by inverse NSCT for I component and applying the inverse IHS transform. Experimental results show that the proposed method can effectively preserve spectral information and improve spatial information than traditional IHS and NSCT, and has better subjective visual effect.
引用
收藏
页码:426 / 430
页数:5
相关论文
共 5 条
  • [1] [Anonymous], IEEE T IMAGE P
  • [2] The contourlet transform: An efficient directional multiresolution image representation
    Do, MN
    Vetterli, M
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2005, 14 (12) : 2091 - 2106
  • [3] Do MN, 2002, IEEE IMAGE PROC, P357
  • [4] Fusion of multispectral and panchromatic images using improved IHS and PCA mergers based on wavelet decomposition
    González-Audícana, M
    Saleta, JL
    Catalán, RG
    García, R
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2004, 42 (06): : 1291 - 1299
  • [5] Hill P., 2002, British Machine Vision Conference, P487