A New Fusion Method of Remote Sensing Images based on Wavelet Transform

被引:0
|
作者
Wu Shasha [1 ]
Zhao Baojun [1 ]
Bian Mingming [1 ]
机构
[1] Beijing Inst Technol, Sch Informat & Elect, Beijing 100081, Peoples R China
关键词
Image fusion; Wavelet transform; Remote sensing images; Image fusion rules;
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
This paper proposes a novel wavelet-based image fusion method that combines the selection and weighted average fusion rules for interpreting remote sensing images. When the local variance of source images is various greatly, the fusion coefficient of images is obtained by the selection rule, otherwise it will be acquired by the weighted average rule. The new fusion rule both preserves the source images' detail and improves the algorithm stability. Experiment results demonstrate that the new fusion rule is effective.
引用
收藏
页码:829 / 832
页数:4
相关论文
共 50 条
  • [41] Remote Sensing Image Fusion Method Based on PCA and Curvelet Transform
    Zhiliang Wu
    Yongdong Huang
    Kang Zhang
    [J]. Journal of the Indian Society of Remote Sensing, 2018, 46 : 687 - 695
  • [42] 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
  • [43] Remote Sensing Image Fusion Method Based on PCA and Curvelet Transform
    Wu, Zhiliang
    Huang, Yongdong
    Zhang, Kang
    [J]. JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING, 2018, 46 (05) : 687 - 695
  • [44] A remote sensing image compression method based on lift scheme wavelet transform
    Tao, HJ
    Tang, XJ
    Liu, J
    Tian, JW
    [J]. IMAGE PROCESSING AND PATTERN RECOGNITION IN REMOTE SENSING, 2003, 4898 : 264 - 269
  • [45] Remote sensing image fusion via wavelet transform and sparse representation
    Cheng, Jian
    Liu, Haijun
    Liu, Ting
    Wang, Feng
    Li, Hongsheng
    [J]. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2015, 104 : 158 - 173
  • [46] 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
  • [47] Fusion of Remote Sensing Images Using Improved ICA Mergers Based on Wavelet Decomposition
    Chen, Fengrui
    Qin, Fen
    Peng, Guangxiong
    Chen, Shiqiang
    [J]. 2012 INTERNATIONAL WORKSHOP ON INFORMATION AND ELECTRONICS ENGINEERING, 2012, 29 : 2938 - 2943
  • [48] Fusion of high-resolution remote sensing images based on a trous wavelet algorithm
    Zhu, JJ
    Guo, HD
    Fan, XT
    Shao, Y
    [J]. IGARSS 2004: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM PROCEEDINGS, VOLS 1-7: SCIENCE FOR SOCIETY: EXPLORING AND MANAGING A CHANGING PLANET, 2004, : 352 - 355
  • [49] Wavelet Transform Feature Enhancement for Semantic Segmentation of Remote Sensing Images
    Li, Yifan
    Liu, Ziqian
    Yang, Junli
    Zhang, Haopeng
    [J]. REMOTE SENSING, 2023, 15 (24)
  • [50] Remote Sensing Image Compression Based on Wavelet Transform
    Zhang, Jiaqi
    Yao, Guoqing
    [J]. INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING BIOMEDICAL ENGINEERING, AND INFORMATICS (SPBEI 2013), 2014, : 744 - 750