Abstract
Based on the directionality of images and combining the direction information with multiple resolution analysis, an image enhancement idea via fusion based on directional filter banks is presented in this paper. Combining with LP analysis further, an image fusion method based on LPDFB is given in the paper. Using the experiments to compare the results, they prove its feasibility and validity.
Keywords
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Liu, G.-x., Yang, W.-h.: A Multiscale Contrast-Pyramid-Based Image Fusion Scheme and Its Performance Evaluation. Optics Journal 21(11), 1336–1342 (2001)
Liu, G.-x., Yang, W.-H.: A Wavelet-Decomposition-Based Image Fusion Scheme And Its Performance Evaluation. Acta Automatica Sinica 11(28), 927–934 (2002)
Jiang, X.-y., Gao, Z.-y., Zhou, L.-w.: Multispectral Image Fusion Using wavelet Transform. Acta Electronica Sinica 8(25), 105–108 (1997)
Pu, T., Fang, Q.-z., Ni, G.-q.: Contrast-Based Multiresolution Image Fusion. Acta Electronica Sinica 12(28), 116–118 (2000)
Do, M.N., Vetterli, M.: Curvelets and filter banks. IEEE Trans. Image Proc. (2001)
Do, M.N., Vetterli, M.: Pyramidal directional filter banks and curvelets. In: Proc. IEEE Int. conf. On Image Proc., Thessaloniki, Greece (October 2001)
Do, M. N.: Directional Multiresolution Image Representations. PhD thesis, Swiss Federal Institute of Technology, Lausanne, Switzerland (December 2001)
Do, M.N., Vetterli, M.: Framing pyramids. IEEE Trans. Signal Proc. (2002)
Viscito, E., Allebach, J.P.: The analysis and design of multidimensional FIR perfect reconstruction filter banks for arbitrary sampling lattices. IEEE Trans.Circ. and Syst. 38(1), 29–42 (1991)
Bamberger, R.H., Smith, M.J.T.: A filter bank for the directional decomposition of images: Theory and design. IEEE Trans. Signal Proc. 40(4), 882–893 (1992)
Vetterli, M.: Multidimensional subband coding: Some theory and algorithms. Signal Proc. 6(2), 97–112 (1984)
Vaidyanathan, P.P.: Multirate Systems and Filter Banks. Prentice-Hall, Englewood Cliffs (1993)
Wang, H.-h., Peng, J.-x., Wu, W.: Remote Sensing Image Fusion Using Wavelet Packet Transform. Journal of Image and Graphics 9(7), 922–937 (2002)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2005 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Jin, Hy., Yang, Xh., Jiao, Lc., Liu, F. (2005). Image Enhancement via Fusion Based on Laplacian Pyramid Directional Filter Banks. In: Kamel, M., Campilho, A. (eds) Image Analysis and Recognition. ICIAR 2005. Lecture Notes in Computer Science, vol 3656. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11559573_30
Download citation
DOI: https://doi.org/10.1007/11559573_30
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-29069-8
Online ISBN: 978-3-540-31938-2
eBook Packages: Computer ScienceComputer Science (R0)