A new fusion method of multispectral and panchromatic image based on NSCT and HIS transform

被引:0
|
作者
Yang, Jinku [1 ]
Guo, Lei [1 ]
Yang, Ning [1 ]
机构
[1] Northwestern Polytech Univ, Coll Automat, Xian 710072, Peoples R China
关键词
NSCT; HIS transform; multispectral image; panchromatic image; image fusion;
D O I
10.4028/www.scientific.net/AMM.462-463.443
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A new multi spectral and panchromatic image fusion, which is based on Nonsubsampled Contourlet Transform (NSCT) and HIS transform, is proposed in this paper. First, I component was obtained from multispectral image through HIS transform. Second, NewI coefficients were gained by fusion algorithm, which performed on I component and Panchromatic image by NSCT transform. Finally, the fusion images were received by inverse HIS transform on H and S component of multispectral image and NewI. The experiment results show that the proposed algorithm not only preserves spectral information of original images well, but also enhances detail texture information in image fusion.
引用
下载
收藏
页码:443 / 447
页数:5
相关论文
共 50 条
  • [21] Panchromatic and multispectral image fusion using the spatial frequency and the a trous wavelet transform
    Massout, Samia
    Smara, Youcef
    JOURNAL OF APPLIED REMOTE SENSING, 2021, 15 (03)
  • [22] Multispectral and panchromatic image fusion based on improved bilateral filter
    Shi, Aiye
    Xu, Lizhong
    Xu, Feng
    Huang, Chengrong
    JOURNAL OF APPLIED REMOTE SENSING, 2011, 5
  • [23] Fusion Algorithms For Multispectral and Panchromatic Image Based on Wavelet Transformation
    Li, Xiao-chun
    Yan, Wei-wei
    Li, Wei-hua
    2017 13TH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY (ICNC-FSKD), 2017, : 2668 - 2673
  • [24] A FUSION METHOD OF SAR IMAGE AND OPTICAL IMAGE BASED ON NSCT AND GRAM-SCHMIDT TRANSFORM
    Yan, Biyuan
    Kong, Yingying
    IGARSS 2020 - 2020 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2020, : 2332 - 2335
  • [25] Morphological Wavelets for Panchromatic and Multispectral Image Fusion
    Bejinariu, Silviu Ioan
    Rotaru, Florin
    Nita, Cristina Diana
    Costin, Mihaela
    SOFT COMPUTING APPLICATIONS, 2013, 195 : 573 - 583
  • [26] Panchromatic and Multispectral Image Fusion Using 2D Nonseparable Lifting Transform
    Shi, Yan
    PROCEEDINGS OF THE 2017 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND APPLICATIONS (WCNA2017), 2017, : 225 - 229
  • [27] A new method for merging IKONOS panchromatic and multispectral image data
    Li, JL
    Luo, JC
    Ming, DP
    Shen, ZF
    IGARSS 2005: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-8, PROCEEDINGS, 2005, : 3916 - 3919
  • [28] Research of Image Fusion Method about ZY-3 Panchromatic Image and Multispectral Image
    Qiu, Chunxia
    Wei, Jingyi
    Dong, Qiankun
    2018 FIFTH INTERNATIONAL WORKSHOP ON EARTH OBSERVATION AND REMOTE SENSING APPLICATIONS (EORSA), 2018, : 212 - 216
  • [29] FUSION OF MULTISPECTRAL AND PANCHROMATIC IMAGES USING LAB TRANSFORM BASED ON FOURIER FILTERING
    Hu, Liang
    Bin Xiangli
    Su, Lijuan
    Yuan, Yan
    2012 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2012, : 2284 - 2287
  • [30] Fusion of multispectral and panchromatic satellite images based on nonsubsampled Contourlet transform and stationary wavelet transform
    Shi, Hai-Liang
    Fang, Min
    Liang, Jin-Jin
    Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology, 2009, 31 (01): : 124 - 128