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Remote Sensing Image Processing Using MCDF

  • Conference paper
Book cover Knowledge-Based Intelligent Information and Engineering Systems (KES 2004)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 3214))

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Abstract

Modified conjugate directional filtering (MCDF) is a new method proposed by Guo and Watson in 2002 for digital data and image processing. It provides ability in not only integrating directional-filtered results in conjugate directions into one image that shows the maximum linear features in these conjugate directions, but also further manipulating the outcomes using a number of predefined MCDF operations for different purposes. The use of MCDF(add1) to remote sensing image processing with 2D spectral analysis proves that the MCDF operation brings enhanced information integration operated in two different directions, which is the weaknesses of using the conventional methods in image processing. Its adaptive weighting system offers even more choices in combining selectively intensified results together to achieve a balanced presentation, which cannot be achieved using any traditional processing methods.

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References

  1. Guo, W., Watson, A.: Modification of Conjugate Directional Filtering: from CDF to MCDF. In: Proceedings of IASTED Conference on Signal Processing, Pattern Recognition, and Applications, Crete, Greece, pp. 331–334 (2002)

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Author information

Authors and Affiliations

  1. School of Computer Science, Jilin University, Changchun, Jilin Province, China

    Zhiqiang Ma

  2. School of Computer and Information Science, Edith Cowan University, 2 Bradford Street, Mount Lawley, Western Australia, 6050, Australia

    Wanwu Guo

Authors
  1. Zhiqiang Ma
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  2. Wanwu Guo
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Editor information

Editors and Affiliations

  1. KES International, 2nd Floor, 145-157 St John Street, EC1V 4PY, London, United Kingdom

    Mircea Gh. Negoita

  2. Centre for SMART systems Engineering Research Centre, University of Brighton, BN2 4GJ, Moulsecoomb, Brighton, UK

    Robert J. Howlett

  3. School of Electrical and Information Engineering, Knowledge Based Intelligent Engineering Systems Centre, University of South Australia, Mawson Lakes, 5095, Mawson Lakes, SA, Australia

    Lakhmi C. Jain

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© 2004 Springer-Verlag Berlin Heidelberg

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Ma, Z., Guo, W. (2004). Remote Sensing Image Processing Using MCDF. In: Negoita, M.G., Howlett, R.J., Jain, L.C. (eds) Knowledge-Based Intelligent Information and Engineering Systems. KES 2004. Lecture Notes in Computer Science(), vol 3214. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-30133-2_59

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  • DOI: https://doi.org/10.1007/978-3-540-30133-2_59

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-23206-3

  • Online ISBN: 978-3-540-30133-2

  • eBook Packages: Springer Book Archive

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