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2 Directional 2 Dimensional Pairwise FLD for Handwritten Kannada Numeral Recognition

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Asian Digital Libraries. Looking Back 10 Years and Forging New Frontiers (ICADL 2007)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 4822))

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Abstract

In this paper a two dimensional two directional pairwise Fisher’s linear discriminant (FLD), (2D2 pairwise FLD) is proposed which is employed for representation and recognition of Kannada numerals. The proposed methodology is robust as it is an extension of 2D pairwise-FLD[3] which is theoretically more efficient than conventional FLD.

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References

  1. Yang, J., Zhang, D., Yang, X., Yang, J.: Two-dimensional discriminant transform for face recognition. Pattern Recognition 38(7), 1125–1129 (2005)

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  2. Nagabhushan, P., Guru, D.S., Shekar, B.H.: (2D)2 FLD: An efficient approach for appearance based object recognition. Neurocomputing 69, 934–940 (2006)

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  3. Guru, D.S., Vikram, T.N.: 2D Pairwise FLD: A robust methodology for face recognition. In: IEEE Workshop on Automatic Identification Advanced Technologies (2007)

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Dion Hoe-Lian Goh Tru Hoang Cao Ingeborg Torvik Sølvberg Edie Rasmussen

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© 2007 Springer-Verlag Berlin Heidelberg

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Gowda, K.C., Vikram, T.N., Urs, S.R. (2007). 2 Directional 2 Dimensional Pairwise FLD for Handwritten Kannada Numeral Recognition. In: Goh, D.HL., Cao, T.H., Sølvberg, I.T., Rasmussen, E. (eds) Asian Digital Libraries. Looking Back 10 Years and Forging New Frontiers. ICADL 2007. Lecture Notes in Computer Science, vol 4822. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-77094-7_66

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  • DOI: https://doi.org/10.1007/978-3-540-77094-7_66

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-77093-0

  • Online ISBN: 978-3-540-77094-7

  • eBook Packages: Computer ScienceComputer Science (R0)

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