Fusion of Multi-band SAR Images Based on Tetrolet Transform

被引:0
|
作者
Chen, Zihong [1 ]
Yuan, BaoHong [2 ]
Zhang, Dexiang [1 ,2 ]
Zhang, Jingjing [1 ]
机构
[1] Anhui Univ, Sch Elect Engn & Automat, Hefei 230601, Peoples R China
[2] Anhui Sanlian Univ, Sch Elect & Elect Engn, Hefei 230601, Peoples R China
关键词
SAR image; Tetrolet transform; image fusion; variance; SATELLITE IMAGES;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
An efficient SAR image fusion algorithm for multi-band SAR images based on tetrolet transform is proposed. Tetrolets are Haar-type wavelets whose supports are tetrominoes which are shapes made by connecting four equal-sized squares. Firstly, the multi-band SAR images can be decomposed into low-frequency coefficients and high-frequency coefficients with multi-scales and multi-directions using tetrolet transform. For the low-frequency coefficients, the average fusion method is used. For the each directional high frequency sub-band coefficients, the larger value of variance information measurement is used to select the better coefficients for fusion. At last the fused image can be obtained by utilizing inverse transform for fused tetrolet coefficients. Experimental results show that compared with traditional algorithm, the proposed algorithm can get better visual effect and the significant information of original image like textures and contour details is well maintained.
引用
收藏
页码:1844 / 1848
页数:5
相关论文
共 50 条
  • [41] MULTI-BAND SAR DATA FOR RANGELAND PASTURE MONITORING
    Zhou, Zheng-Shu
    Caccetta, Peter
    Sims, Neil C.
    Held, Alex
    2016 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2016, : 170 - 173
  • [42] Multi-band radar signal fusion based on sparse Bayesian Learning
    Ye, Fan
    He, Feng
    Liang, Dian-Nong
    Zhu, Ju-Bo
    Dianbo Kexue Xuebao/Chinese Journal of Radio Science, 2010, 25 (05): : 990 - 994
  • [43] Multi-spectral and SAR Images Fusion via Mallat and A Trous Wavelet Transform
    Han, Nianlong
    Hu, Jinxing
    Zhang, Wei
    2010 18TH INTERNATIONAL CONFERENCE ON GEOINFORMATICS, 2010,
  • [44] Multi-band remote sensing image fusion based on collaborative representation
    Wu, Lei
    Jiang, Xunyan
    Yin, Yunqiang
    Cheng, T. C. E.
    Sima, Xiutian
    INFORMATION FUSION, 2023, 90 : 23 - 35
  • [45] Change Detection of Remote Sensing Image Based on Multi-band KL Transform
    Chen Ying
    Zhao Xunjie
    Wang Qing
    Yang Zhaohui
    Wang Zhijie
    ADVANCED MATERIALS IN MICROWAVES AND OPTICS, 2012, 500 : 729 - +
  • [46] Landsat TM and SAR images fusion by multiwavelet transform
    Li, ST
    Wang, YN
    MULTISPECTRAL AND HYPERSPECTRAL IMAGE ACQUISITION AND PROCESSING, 2001, 4548 : 146 - 150
  • [47] A self-calibrating multi-band region growing approach to segmentation of single and multi-band images
    Paglieroni, DW
    OPTICAL ENGINEERING AT THE LAWRENCE LIVERMORE NATIONAL LABORATORY, 2003, 5001 : 65 - 75
  • [48] Adaptive image fusion algorithm of SAR/CCD images based on wavelet transform
    Wang, Guangfang
    Zhao, Long
    Chen, Zhe
    WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS, 2006, : 446 - 446
  • [49] Multi-band based recognition of spoken Arabic numerals using wavelet transform
    Alkhaldi, W
    Fakhr, W
    Hamdy, N
    2002 IEEE PROCEEDINGS OF THE NINETEENTH NATIONAL RADIO SCIENCE CONFERENCE, VOLS 1 AND 2, 2002, : 224 - 229
  • [50] Lifting wavelet transform-based algorithm of SAR and optical images fusion
    Zheng, YA
    Song, JS
    VISUAL COMMUNICATIONS AND IMAGE PROCESSING 2005, PTS 1-4, 2005, 5960 : 1831 - 1838