Abstract
A new multisensor image fusion algorithm based on fuzzy logic is proposed. The membership function and fuzzy rules of the new algorithm is defined using the Fuzzy Inference System (FIS) editor of fuzzy logic toolbox in Matlab 6.1. The new algorithm is applied to fuse Charge-Coupled Device (CCD) and Synthetic Aperture Rader (SAR) images. The fusion result is compared with some other fusion algorithms through some performance evaluation measures for the fusion effect, and the comparison results show that the new algorithm is effective.
The work is supported by aeronautical science fund of P. R. China (03D51007).
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Ni, G.: Study on Multi-Band Image Fusion Algorithms and Its Progressing (I). Photoelectron Technique and Information 14, 11–17 (2001)
Xia, M., He, Y.: A Survey on Multisensor Image Fusion. Electronics and Control 9, 1–7 (2002)
Zadeh, L.A.: Fuzzy sets. Information and Control 8, 338–353 (1965)
Singh, H., Raj, J., Kaur, G.: Image Fusion Using Fuzzy Logic and Application. Proceedings of IEEE International Conference on Fuzzy Systems 1, 337–340 (2004)
Zhang, Z., Sun, C.: Neuro-Fuzzy and Soft Computing. Xi’an Jiaotong University Press, China Xi’an (2000)
Wang, Y., Chen, Z.: Performance Evaluation of Several Fusion Approaches for CCD/SAR Images. Chinese Geographical Science 13, 91–96 (2003)
Cui, Y., Ni, G.: Analysis and Evaluation of The Effect of Image Fusion Using Statistics Paraments. Journal of Beijing Institute of Technology 20, 102–106 (2000)
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
Zhao, L., Xu, B., Tang, W., Chen, Z. (2005). A Pixel-Level Multisensor Image Fusion Algorithm Based on Fuzzy Logic. In: Wang, L., Jin, Y. (eds) Fuzzy Systems and Knowledge Discovery. FSKD 2005. Lecture Notes in Computer Science(), vol 3613. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11539506_89
Download citation
DOI: https://doi.org/10.1007/11539506_89
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-28312-6
Online ISBN: 978-3-540-31830-9
eBook Packages: Computer ScienceComputer Science (R0)