Advanced Search
Volume 31 Issue 1
Dec.  2010
Turn off MathJax
Article Contents
Yue Jin, Yang Ru-liang, Huan Ruo-hong. Research on Image Fusion with Double Density Dual-Tree Complex Wavelet Transform[J]. Journal of Electronics & Information Technology, 2009, 31(1): 129-133. doi: 10.3724/SP.J.1146.2007.01014
Citation: Yue Jin, Yang Ru-liang, Huan Ruo-hong. Research on Image Fusion with Double Density Dual-Tree Complex Wavelet Transform[J]. Journal of Electronics & Information Technology, 2009, 31(1): 129-133. doi: 10.3724/SP.J.1146.2007.01014

Research on Image Fusion with Double Density Dual-Tree Complex Wavelet Transform

doi: 10.3724/SP.J.1146.2007.01014
  • Received Date: 2007-06-22
  • Rev Recd Date: 2007-11-12
  • Publish Date: 2009-01-19
  • Double Density Dual-Tree Complex Wavelet Transform (DDDTCWT) integrates the advantages of double density wavelet, dual tree wavelet and complex wavelet. It has translation invariability and improved directionality. When it is introduced to image fusion, the characteristics of original images are extracted better and more information for fusion is obtained. A novel image fusion method based on DDDTCWT is proposed in this paper. Firstly, the source images are decomposed using DDDTCWT, then the transform coefficients are fused with the fusion regular in the corresponding scales, and finally the fused coefficients are reconstructed to obtain fusion results. The proposed method is successfully used to merge several sets of multi-sensor images with different modalities. The experimental results indicate that the proposed approach can significantly outperform the traditional wavelet-transform-based image fusion method.
  • loading
  • Burt P J and Adelson E H. The Laplacian pyramid as acompact image code[J].IEEE Trans. on Communication.1983,31(4):532-540[2]Toet A. Image fusion by a ration of low pass pyramid. PatternRecognition Letters, 1989, 9(4): 245-253.[3]Burt P J. A gradient pyramid basis for pattern-selectiveimage fusion. Society for Information Display Digest ofTechnical Papers, 1985, 16: 467-470.[4]Zhang Z and Blum R S. A categorization of multiscaledecomposition-based image fusion schemes with aperformance study for a digital camera application[J].Proc.IEEE.1999, 87(8):1315-1326[5]张学帅, 潘泉, 赵永强, 史慧荣. 基于静态多小波变换的图像融合. 光电子激光, 2005, 16(5): 605-609.Zhang Xue-shuai, Pan Quan, Zhao Yong-qiang, and ShiHui-rong. Image fusion method based on stationarymultiwavelet transform. Journal of OptoelectronicsLaser,2005, 16(5): 605-609.[6]刘贵喜, 刘纯虎, 凌文杰. 一种基于小波多分辨率分解的图像融合新算法. 光电子激光, 2004, 15(3): 344-347.Liu Gui-xi, Liu Chun-hu, and Ling Wen-jie. A novelalgorithm for image fusion based on wavelet multi-resolutiondecomposition. Journal of OptoelectronicsLaser, 2004, 15(3):344-347.[7]杨志, 毛士艺, 陈炜. 一种新的基于小波对比度的图像融合算法. 系统工程与电子技术, 2005, 27(2): 209-211.Yang Zhi, Mao Shi-yi, and Chen Wei. New image fusionalgorithm based on wavelet contrast. Systems Engineeringand Electronics, 2005, 27(2): 209-211.[8]Kingsbury N G. The dual-tree complex wavelet transform: anew technique for shift invariance and directional filters. In:Proceedings of 8th IEEE Digital Signal Processing Work shop,Bryce Canyon, Utah, USA, 1998: 86-89.[9]Kingsbury N G. Image processing with complex wavelets[J].Philosophical Transactions: Mathematical, Physical andEngineering Sciences.1999, 357(9):2543-2560[10]Selesnick I W. The double-density dual-tree DWT. IEEETrans. on Acoustics, Speech, and Signal Processing, 2004,52(5): 1304-1314.[11]张春梅, 张太镒, 陆从德. 一种能保留图像边缘信息的去噪新方法. 中国图象图形学报, 2006, 11(10): 1464-1467.Zhang Chun-mei, Zhang Tai-yi, and Lu Cong-de. Newmethod for images denoising while keeping edge information.Journal of Image and Graphics, 2006, 11(10): 1464-1467.[12]刘刚. 基于多分辨率的多传感器图像融合研究. 上海: 上海交通大学出版社, 2005: 30-32.Liu Gang. Research on multiresolution-based multisensorimage fusion. Shanghai: Shanghai Jiaotong UniversityPublication, 2005: 30-32.[13]Xydeas C S and Petrovic V. Objective image fusion performancemeasure[J].Electronics Letters.2000, 36(4):308-309[14]Qu Gui-hong, Zhang Da-li, and Yan Ping-fan. Informationmeasure for performance of image fusion[J].Electronics Letters.2002, 38(7):313-315
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Article Metrics

    Article views (3632) PDF downloads(1209) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return