Remote Sensing Image Fusion Based on M-band Dual-tree Wavelet Transform

被引：0
|
作者：
Song, Beibei [1 ]
机构：
[1] Changan Univ, Sch Informat Engn, Xian 710064, Peoples R China
来源：
THIRD INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING (ICDIP 2011) | 2011年 / 8009卷
关键词：
Remote sensing; image fusion; M-band dual-tree wavelet transform;
D O I：
10.1117/12.896067
中图分类号：
O43 [光学];
学科分类号：
070207 ; 0803 ;
摘要：
The paper proposes a new fusion method of visible and near infrared remote sensing images based on the multidirectional and multiscale M-band dual-tree wavelet transform(DTWT). The M-band DTWT decomposition is performed on each source image, then the high-frequency subband fusion coefficients are calculated by synthesizing modulus maxima selection and weighted average based on local coefficient matching, and average rule is adopted for low-frequency coefficients fusion. Experiment results show the proposed fusion method outperforms other typical ones, no matter in visual observation and objective evaluation criterion.
引用
收藏
页数：5
相关论文
共 50 条
  • [41] Implementation of Texture Based Image Retrieval Using M-band Wavelet Transform
    Liao Ya-li
    Wuhan University Journal of Natural Sciences, 2003, (04) : 1107 - 1110
  • [42] An Improved Gray Multi-focus Image Fusion Algorithm Based on Dual-Tree Complex Wavelet Transform
    Wang Jianyu
    Liu Xiaojun
    PROCEEDINGS OF THE 2014 INTERNATIONAL CONFERENCE ON MECHATRONICS, CONTROL AND ELECTRONIC ENGINEERING, 2014, 113 : 203 - 206
  • [43] A new Adaptive Image Fusion Technique of CT and MRI Images Based on Dual-tree Complex Wavelet Transform
    Du, Lingyan
    Yin, Jie
    Zhan, Xu
    INFORMATION TECHNOLOGY APPLICATIONS IN INDUSTRY II, PTS 1-4, 2013, 411-414 : 1189 - 1192
  • [44] Remote sensing image fusion based on IHS transform, wavelet transform, and HPF
    Li, BC
    Wei, J
    IMAGE PROCESSING AND PATTERN RECOGNITION IN REMOTE SENSING, 2003, 4898 : 25 - 30
  • [45] Fast texture image segmentation algorithm based on: Dual-tree complex wavelet transform
    Hou, Yanli
    Hou, Y., 1600, CESER Publications, Post Box No. 113, Roorkee, 247667, India (47): : 346 - 353
  • [46] Block thresholding image denoising with dual-tree complex wavelet transform
    Yang, Peng
    Yang, Guowei
    Gai, Shan
    Chen, Jianmin
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2016, 30 (06) : 3197 - 3207
  • [47] Texture image retrieval using dual-tree complex wavelet transform
    Wang, Hua-Zhang
    He, Xiao-Hai
    Zai, Wen-Jiao
    2007 INTERNATIONAL CONFERENCE ON WAVELET ANALYSIS AND PATTERN RECOGNITION, VOLS 1-4, PROCEEDINGS, 2007, : 230 - +
  • [48] Medical ultrasound image despeckling based on dual-tree complex wavelet transform with preprocessing
    Hou, Tao
    Wang, Yuanyuan
    Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2010, 31 (06): : 1294 - 1302
  • [49] Remote sensing image fusion based on ihs and dual tree compactly supported shearlet transform
    Duan, Chang, 1600, Science and Engineering Research Support Society (07):
  • [50] Remote sensing image fusion based on average gradient of wavelet transform
    Wu, Jin
    Huang, Honglin
    Qiu, Ya
    Wu, Huaiyu
    Tian, Jinwen
    Liu, Jian
    2005 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATIONS, VOLS 1-4, CONFERENCE PROCEEDINGS, 2005, : 1817 - 1822
12345