Research on Fusion Method of SAR and RGB Image based on Wavelet Transform

被引：1
作者：
Li, Changkai [1 ]
Luo, Zhenlin [1 ]
Wang, Qing [1 ]
机构：
[1] Anhui Xinhua Univ, Hefei 230088, Anhui, Peoples R China
来源：
THIRTEENTH INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING (ICDIP 2021) | 2021年 / 11878卷
关键词：
Speckle; image fusion; wavelet transform; nonlocal mean filter;
D O I：
10.1117/12.2601760
中图分类号：
O43 [光学];
学科分类号：
070207 ; 0803 ;
摘要：
In view of the fusion of SAR image and RGB image, different methods based on wavelet transform (WT) were studied. Based on WT, SAR images are fused with different channel of RGB images respectively. In order to suppress the speckle in SAR images, Speckle Reducing Anisotropic Diffusion (SRAD) and nonlocal mean filter (NLM) were introduced respectively. The image fusion effect was comprehensively measured by using several image quality indexes. The results show that WT and NLM are more helpful to improve the quality of image fusion.
引用
收藏
页数：9
相关论文
共 50 条
  • [21] Image fusion method based on principal direction frequency band of wavelet transform
    Duan Jinghong
    Duan Ganglong
    ISTM/2007: 7TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-7, CONFERENCE PROCEEDINGS, 2007, : 1061 - 1064
  • [22] Research on Fusion Algorithm Based on Wavelet Transformation in SAR Image Identification
    Yang, Xiaoyi
    Li, Jianwei
    2011 9TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA 2011), 2011, : 419 - 424
  • [23] Image fusion scheme based on the biorthogonal wavelet transform
    Liu, QF
    Sheng, GF
    Leng, ZX
    2003 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-5, PROCEEDINGS, 2003, : 2864 - 2868
  • [24] Pixel Level Image Fusion Based the Wavelet Transform
    Li, Mingjing
    Dong, Yubing
    Wang, Xiaoli
    2013 6TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING (CISP), VOLS 1-3, 2013, : 995 - 999
  • [25] Wavelet transform image fusion based on regional variance
    Guo, Zhiqiang
    Yang, Jie
    REMOTE SENSING AND GIS DATA PROCESSING AND APPLICATIONS; AND INNOVATIVE MULTISPECTRAL TECHNOLOGY AND APPLICATIONS, PTS 1 AND 2, 2007, 6790
  • [26] Image Fusion Algorithm Based on PCNN and Wavelet Transform
    Ge, Wen
    Li, Peng
    2012 FIFTH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID 2012), VOL 1, 2012, : 374 - 377
  • [27] Research on the Multi-Focus Image Fusion Method Based on the Lifting stationary Wavelet Transform
    Hu, Kaiqun
    Feng, Xin
    JOURNAL OF INFORMATION PROCESSING SYSTEMS, 2018, 14 (05): : 1293 - 1300
  • [28] Research on Target Detection Algorithm of Radar and Visible Image Fusion Based on Wavelet Transform
    Li, Dahui
    Fan, Qi
    Cui, Jianzhao
    Huang, Dehai
    Han, Jinku
    TEHNICKI VJESNIK-TECHNICAL GAZETTE, 2020, 27 (05): : 1563 - 1570
  • [29] The Study of Image Fusion Method Based On Wavelet-Packet Transform
    Guo Jianxing
    Ma Junqiang
    Lui Songlin
    2009 WRI WORLD CONGRESS ON SOFTWARE ENGINEERING, VOL 2, PROCEEDINGS, 2009, : 528 - 531
  • [30] Translate SAR Data into Optical Image Using IHS and Wavelet Transform Integrated Fusion
    Wenyuan Zhang
    Min Xu
    Journal of the Indian Society of Remote Sensing, 2019, 47 : 125 - 137
12345