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Comparison of Leaf Recognition by Moments and Fourier Descriptors

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Part of the book series: Lecture Notes in Computer Science ((LNIP,volume 8047))

Abstract

We test various features for recognition of leaves of wooden species. We compare Fourier descriptors, Zernike moments, Legendre moments and Chebyshev moments. All the features are computed from the leaf boundary only. Experimental evaluation on real data indicates that Fourier descriptors slightly outperform the other tested features.

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References

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© 2013 Springer-Verlag Berlin Heidelberg

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Suk, T., Flusser, J., Novotný, P. (2013). Comparison of Leaf Recognition by Moments and Fourier Descriptors. In: Wilson, R., Hancock, E., Bors, A., Smith, W. (eds) Computer Analysis of Images and Patterns. CAIP 2013. Lecture Notes in Computer Science, vol 8047. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-40261-6_26

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  • DOI: https://doi.org/10.1007/978-3-642-40261-6_26

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-40260-9

  • Online ISBN: 978-3-642-40261-6

  • eBook Packages: Computer ScienceComputer Science (R0)

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