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基于色彩空间与小波变换的图像融合 被引量:4

Image Fusion Based on Color Space Model and Wavelet Transform
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摘要 讨论了色彩空间模型分别与小波变换相结合的图像融合方法:基于RGB色彩空间模型与小波变换的图像融合法和基于IHS色彩空间模型与小波变换的图像融合法,并且在此基础上提出了一种基于HSV色彩空间模型与小波变换的图像融合法.经实验分析和对比,基于HSV色彩空间模型与小波变换的图像融合法除了能较好地保持细节纹理信息外,在光谱信息的保持方面要明显优于其他两种方法. Three image fusion methods based on color space model and wavelet transform are discussed. One is based on RGB color space model and wavelet transform, another is based on IHS color space model and wavelet transform. A new method based on HSV color space model and wavelet transform is proposed in this paper. The experimental results show that the new method based on HSV color space model and wavelet transform is better than the other two methods.
出处 《桂林工学院学报》 北大核心 2007年第3期417-421,共5页 Journal of Guilin University of Technology
基金 科技部社会公益研究专项基金资助项目(国科发财字[2003]426)
关键词 图像融合 小波变换 色彩空间 遥感 image fusion wavelet transform color space remote sensing
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参考文献12

  • 1Li H, Manjunath B S, Mitra S K. Multisensor image fusion using the wavelet transform [ J]. Graphical Models and Image Processing, 1995, 57 (3):235-245.
  • 2Maiter H, Bloch I. Image fusion [J]. Vistas in Astronomy, 1997, 41 (3) : 329 -335.
  • 3TuTM, SuSC, Shyu H C, image fusion methods [ J ]. (3) : 177 - 186. et al. A new look at IHS-like Information Fusion, 2001, 2
  • 4陈玉春,潘泉,李静,杨涛,程咏梅.一种基于HSI空间的异类传感器假彩色图像融合算法[J].计算机应用,2004,24(11):107-109. 被引量:5
  • 5魏俊,李弼程.基于IHS变换、小波变换与高通滤波的遥感影像融合[J].信息工程大学学报,2003,4(2):46-50. 被引量:73
  • 6贾永红,李德仁,刘继林.四种IHS变换用于SAR与TM影像复合的比较[J].遥感学报,1998,2(2):103-106. 被引量:84
  • 7章毓晋.图像工程(上册):图像处理[M].北京:清华大学出版社,2006:158-173.
  • 8Mallat S G. A theory for multiresolution signal decomposition : the wavelet representation [ J]. IEEE Transaction on Pattern Analysis and Machine Intelligence, 1989, 11 (7): 674- 693.
  • 9Mallat S G. A wavelet tour of signal processing [ M ]. San Diego: Academic Press, 1998: 302-310.
  • 10Levkowitz H, Herman G T. GLHS: a generalized lightness, hue, and saturation color model [J]. CVGIP: Graphical Models and Image Processing, 1993, 11 (5) : 271 -285.

二级参考文献25

  • 1高稚允,金伟其,徐丽芳,李芷,鲍放,魏文忠.一种可实时化的多光谱图像融合系统[J].光学技术,1995,21(4):13-16. 被引量:7
  • 2[1]Luo R C, Kay M G. Multisensor Integration And Fusion For Intelligent Machines And Systems. New Jersey: Ablex Publishing Corporation, 1995. 1~25
  • 3[2]Varshney P K. Multisensor data fusion. Electronics & Communication Engineering Journal, 1997,9(6):245~253
  • 4[3]Yocky D A. Image merging and data fusion by means of the discrete two-dimensional wavelet transform. Journal of Optical Society of America, 1995, 12(9):1834~1841
  • 5[4]Nunez J, Otazu X, Fors O, Prades A, Pala V, Arbiol R. Multiresolution-based image fusion with additive wavelet decomposition. IEEE Transactions on Geoscience and Remote Sensing, 1999,37(3):1204~1211
  • 6[5]Mallat S G. A theory for multiresolution signal decomposition: the wavelet representation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1989,11(7):674~693
  • 7[6]Mallat S G. A Wavelet Tour of Signal Processing. San Diego: Academic Press, 1998.302~310
  • 8[7]Campbell F W, Robson J. Application of Fourier analysis to the visibility of gratings. Journal of Physiology, 1968,197:551~556
  • 9[1]POHL C.Multisensor Image Fusion in Remote Sensing:Concepts,Methods,and Applocations[ J].Inte.J.Remote sensing,1998,9(5):823-854.
  • 10[2]TOET A,WALRAVEN J.New false color mapping for image fusion.Optical engineering[J].1996,3:650-658.

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