Fusion of Remote Sensing Images Using Contourlet Transform

被引:14
作者
ALEjaily, Aboubaker M. [1 ]
El Rube, Ibrahim A. [1 ]
Mangoud, Mohab A. [2 ]
机构
[1] Arab Acad Sci & Technol, EC Engn Dept, Alexandria, Egypt
[2] Univ Bahrain, EEE Dept, Manama, Bahrain
来源
INNOVATIONS AND ADVANCED TECHNIQUES IN SYSTEMS, COMPUTING SCIENCES AND SOFTWARE ENGINEERING | 2008年
关键词
D O I
10.1007/978-1-4020-8735-6_40
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Image fusion is a process of producing a single image from a set of input images. Recently, the wavelet transform (WT) has been widely used in image fusion. However, the Contourlet transform give better results because it represents edges better than the wavelets transform. In this paper, fusion algorithms based on the contourlet transform are proposed. These algorithms are tested and compare to an existing similar algorithm using Synthesized and QuickBird images. The experimental results show the superiority of the proposed algorithms over the existing contourlet-based one.
引用
收藏
页码:213 / +
页数:3
相关论文
共 9 条
  • [1] THE LAPLACIAN PYRAMID AS A COMPACT IMAGE CODE
    BURT, PJ
    ADELSON, EH
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 1983, 31 (04) : 532 - 540
  • [2] The joint use of IHS transform and redundant wavelet decomposition for fusing multispectral and panchromatic images
    Chibani, Y
    Houacine, A
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 2002, 23 (18) : 3821 - 3833
  • [3] Framing pyramids
    Do, MN
    Vetterli, M
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2003, 51 (09) : 2329 - 2342
  • [4] The contourlet transform: An efficient directional multiresolution image representation
    Do, MN
    Vetterli, M
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2005, 14 (12) : 2091 - 2106
  • [5] DO MN, 2002, BEYOND WAVELETS, P1
  • [6] A wavelet-based image fusion tutorial
    Pajares, G
    de la Cruz, JM
    [J]. PATTERN RECOGNITION, 2004, 37 (09) : 1855 - 1872
  • [7] PIELLA G, 2002, PNAR0211
  • [8] QIGUANG M, 2006, INT C COMM CIRC SYST, P548
  • [9] [喻汉龙 Yu Hanlong], 2005, [计算机工程与应用, Computer Engineering and Application], V41, P40