Remote-sensing image fusion based on multiwavelet transform and IHS transform

被引:0
|
作者
Wang, Tianpeng [1 ]
Li, Bicheng [1 ]
Yu, Chaoqun [2 ]
Cao, Wen [2 ]
机构
[1] Zhengzhou Informat Sci & Technol Inst, Zhengzhou 450002, Peoples R China
[2] Inst Surveying & Mapping, Zhengzhou 450002, Peoples R China
关键词
remote-sensing image fusion; IHS transform; multiwavelet transformation;
D O I
暂无
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
Multiwavelet transform is a new development to the wavelet theory. It can offer orthogonality, symmetry, and short support simultaneously, and can offer a more precise way for image analysis than wavelet multi-resolution. A now remote-sensing image fusion method based on intensity-hue-saturation transform(IHST) and Mulliwavelet Transform(MWT) is presented to fusion a multi-spectral image and a panchromatic image. Firstly, the multi-spectral image is transformed with IHST; Secondly, the panchromatic image and I component of the multi-spectral image are merged with MWT-based fusion method, and I component is replaced with the merged data; finally, the fused image is obtained by inverse IHST. Comparing with other methods, the new method can enhance spatial detail information of remote-sensing images largely and provide more spatial information at the same time.
引用
收藏
页码:1334 / +
页数:2
相关论文
共 50 条
  • [1] 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
  • [2] Remote Sensing Image Fusion Method Based on Generalized IHS Transform
    Zhang Haiqiao
    Li Mei
    Chen Guoliang
    [J]. 2011 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT), VOLS 1-4, 2012, : 2141 - 2145
  • [3] An Accelerated IHS Transform Fusion of Remote Sensing Image Data Based on GPU
    Lu Jun
    Zhang Baoming
    [J]. 2009 INTERNATIONAL CONFERENCE ON ENVIRONMENTAL SCIENCE AND INFORMATION APPLICATION TECHNOLOGY,VOL I, PROCEEDINGS, 2009, : 492 - 496
  • [4] Remote sensing image fusion using multiwavelet transform combined with HPF
    Meng, Yan
    Shen, Xiaoyun
    Wu, Renbiao
    Hefei, Ling
    [J]. 2007 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOLS 1-5, 2007, : 1651 - +
  • [5] Remote Sensing Image Fusion Using Combining IHS and Curvelet Transform
    Valizadeh, Seyed Abolfazl
    Ghassemian, Hassan
    [J]. 2012 SIXTH INTERNATIONAL SYMPOSIUM ON TELECOMMUNICATIONS (IST), 2012, : 1184 - 1189
  • [6] Remote Sensing Image Fusion Based on Discrete Fractional Random Transform for Modified IHS
    Guo, Q.
    Li, A.
    Zhang, H. Q.
    Feng, Z. K.
    [J]. 3RD ISPRS IWIDF 2013, 2013, 40-7-W1 : 19 - 22
  • [7] Wavelet based remote sensing image fusion with color compensation rule and IHS transform
    Wu, Jin
    Liu, Yang
    Liu, Jian
    Tian, Jinwen
    [J]. IEEE ICMA 2006: PROCEEDING OF THE 2006 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, VOLS 1-3, PROCEEDINGS, 2006, : 2079 - +
  • [8] Remote Sensing Image Fusion Based on Nonlinear IHS and Fast Nonsubsampled Contourlet Transform
    Du, Chaoben
    Gao, Shesheng
    [J]. JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING, 2018, 46 (12) : 2023 - 2032
  • [9] Remote Sensing Image Fusion Based on Nonlinear IHS and Fast Nonsubsampled Contourlet Transform
    Chaoben Du
    Shesheng Gao
    [J]. Journal of the Indian Society of Remote Sensing, 2018, 46 : 2023 - 2032
  • [10] A novel adjustable remote sensing image fusion technique using IHS transform
    Chu, Heng
    Zhu, Weile
    [J]. 2007 INTERNATIONAL CONFERENCE ON COMMUNICATIONS, CIRCUITS AND SYSTEMS PROCEEDINGS, VOLS 1 AND 2: VOL 1: COMMUNICATION THEORY AND SYSTEMS; VOL 2: SIGNAL PROCESSING, COMPUTATIONAL INTELLIGENCE, CIRCUITS AND SYSTEMS, 2007, : 745 - 749