A Robust Image Fusion Method Based on Local Spectral and Spatial Correlation

被引：12
|
作者：
Wang, Huixian [1 ]
Jiang, Wanshou [1 ]
Lei, Chengqiang [2 ]
Qin, Shanlan [3 ]
Wang, Jiaolong [1 ]
机构：
[1] Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan 430079, Peoples R China
[2] Mech Engn Coll, Dept Elect & Opt Engn, Shijiazhuang 050003, Peoples R China
[3] CEA, Crustal Monitoring & Applicat Ctr 2, Xian 710054, Peoples R China
来源：
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS | 2014年 / 11卷 / 02期
基金：
中国国家自然科学基金;
关键词：
Image fusion; local adaptive process; spectral and spatial correlation (SSC); spectral distortion; synthetic variable ratio (SVR); MULTISPECTRAL IMAGES; RESOLUTION; ENHANCEMENT; DECOMPOSITION; QUALITY; IHS;
D O I：
10.1109/LGRS.2013.2265915
中图分类号：
P3 [地球物理学]; P59 [地球化学];
学科分类号：
0708 ; 070902 ;
摘要：
To solve the potential color distortion problem of synthetic-variable-ratio method, an improved fusion method based on local spectral and spatial correlation (SSC) is presented. The proposed method, which uses SSC characteristics and local optimization strategy to simulate a low-resolution panchromatic image, can effectively reduce the spectral distortion of the fused image. QuickBird and other satellite images are used to assess the quality of the method. Visual and quantitative analysis demonstrates that the proposed approach can significantly improve the fusion quality.
引用
收藏
页码：454 / 458
页数：5
相关论文
共 50 条
  • [21] An Improved Spatial/Spectral-Resolution Image Fusion Method Based on IHS-MC for IKONOS Imagery
    Qiu, Renyuan
    Zhang, Xiaoling
    Wei, Baoguo
    PROCEEDINGS OF THE 2009 2ND INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOLS 1-9, 2009, : 778 - +
  • [22] Feature Fusion Classification for Optical Image and SAR Image Based on Spatial-spectral Attention
    Jiang, Wen
    Pan, Jie
    Zhu, Jinbiao
    Yue, Xijuan
    JOURNAL OF ELECTRONICS & INFORMATION TECHNOLOGY, 2023, 45 (03) : 987 - 995
  • [23] Feature Reduction Based on the Fusion of Spectral and Spatial Transformation for Hyperspectral Image Classification
    Hossain, Md Moazzem
    Hossain, Md Ali
    Al Mamun, Md
    Hossain, Md Mamun
    2020 IEEE REGION 10 SYMPOSIUM (TENSYMP) - TECHNOLOGY FOR IMPACTFUL SUSTAINABLE DEVELOPMENT, 2020, : 150 - 153
  • [24] Hyperspectral image classification based on hierarchical spatial-spectral fusion network
    Ouyang N.
    Li Z.-F.
    Lin L.-P.
    Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2022, 52 (10): : 2438 - 2446
  • [25] Panchromatic and Multispectral Image Fusion Based on Maximization of Both Spectral and Spatial Similarities
    Mahyari, Arash Golibagh
    Yazdi, Mehran
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2011, 49 (06): : 1976 - 1985
  • [26] A Wavelet Based Image Fusion Method Using Local Multiscale Image Regularity
    Bruni, Vittoria
    Salvi, Alessandra
    Vitulano, Domenico
    ADVANCED CONCEPTS FOR INTELLIGENT VISION SYSTEMS, ACIVS 2018, 2018, 11182 : 534 - 546
  • [27] Multiresolution based local structured information entropy for robust multimodal image fusion
    Yang, Zhi
    Mao, Shi-Yi
    Chen, Wei
    Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology, 2006, 28 (05): : 883 - 889
  • [28] SPECTRAL AND SPATIAL SUPER-RESOLUTION METHOD FOR EARTH REMOTE SENSING IMAGE FUSION
    Belov, A. M.
    Denisova, A. Y.
    COMPUTER OPTICS, 2018, 42 (05) : 855 - 863
  • [29] Misalignment-robust, edge-based image fusion method
    Xi, Cai
    Wei, Zhao
    OPTICAL ENGINEERING, 2012, 51 (07)
  • [30] Spectral and Spatial Feature Fusion for Hyperspectral Image Classification
    Hao, Siyuan
    Xia, Yufeng
    Zhou, Lijian
    Ye, Yuanxin
    Wang, Wei
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 19
12345