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
  • [31] Spatial Stimuli Gradient Based Multifocus Image Fusion Using Multiple Sized Kernels
    Muzammil, Muhammad
    Ali, Imdad
    Javed, Umer
    Amir, Muhammad
    Ulhaq, Ihsan
    TEHNICKI VJESNIK-TECHNICAL GAZETTE, 2021, 28 (01): : 113 - 122
  • [32] Multiband Image Fusion Based on Spectral Unmixing
    Wei, Qi
    Bioucas-Dias, Jose
    Dobigeon, Nicolas
    Tourneret, Jean-Yves
    Chen, Marcus
    Godsill, Simon
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2016, 54 (12): : 7236 - 7249
  • [33] Remote Sensing Image Fusion Based on Two-Stream Fusion Network
    Liu, Xiangyu
    Wang, Yunhong
    Liu, Qingjie
    MULTIMEDIA MODELING, MMM 2018, PT I, 2018, 10704 : 428 - 439
  • [34] TCCFusion: An infrared and visible image fusion method based on transformer and cross correlation
    Tang, Wei
    He, Fazhi
    Liu, Yu
    PATTERN RECOGNITION, 2023, 137
  • [35] PET-MRI image fusion using adaptive filter based on spectral and spatial discrepancy
    Saboori, Arash
    Birjandtalab, Javad
    SIGNAL IMAGE AND VIDEO PROCESSING, 2019, 13 (01) : 135 - 143
  • [36] Spatial and Spectral Extraction Network With Adaptive Feature Fusion for Pansharpening
    Zhang, Kai
    Wang, Anfei
    Zhang, Feng
    Diao, Wenxiu
    Sun, Jiande
    Bruzzone, Lorenzo
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 60
  • [37] A new method based on local difference powering for remote sensing image fusion
    Institute of Remote Sensing Applications, Chinese Academy of Sciences, 3A Dutun Road, Beijing 100101, China
    不详
    Wuhan Daxue Xuebao Xinxi Kexue Ban, 2008, 11 (1162-1165):
  • [38] Multimodal medical image fusion based on the spectral total variation and local structural patch measurement
    Liu, Yanyu
    Hou, Ruichao
    Zhou, Dongming
    Nie, Rencan
    Ding, Zhaisheng
    Guo, Yanbu
    Zhao, Li
    INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY, 2021, 31 (01) : 391 - 411
  • [39] An Adaptive Image Fusion Method Based on Local Statistical Feature of Wavelet Coefficients
    Guo, Yanfen
    Xie, Wingyuan
    Yang, Ling
    2009 INTERNATIONAL SYMPOSIUM ON COMPUTER NETWORK AND MULTIMEDIA TECHNOLOGY (CNMT 2009), VOLUMES 1 AND 2, 2009, : 387 - 390
  • [40] Feature fusion method based on local binary graph for PolSAR image classification
    Sebt, Mohammad Ali
    Darvishnezhad, Mohsen
    IET RADAR SONAR AND NAVIGATION, 2023, 17 (06) : 939 - 954
12345