Abstract
Character recognition (Printed and Handwritten) system has become an extremely useful tool in Human Computer Interaction. Handwriting is a complex perceptual motor task generating linguistic information. Characters reflect shape distinction needed to perceive different phonetic information of words. We have explored ‘perceptual processes’ of character recognition for developing a cognitive model. Especially, we tried to extract the Perceptual Anchorage Points in the character. An experiment was performed to identify Perceptual anchorage points in a character both for handwritten as well as printed character of different Bangla script fonts including fonts used in Bangladesh. A set of important points and shapes has been found in the experiment. It is noted that deletion of these regions from characters greatly reduces the human cognition of characters.
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References
Simner Marvin, L., Graham, L.C., Thomassen, A.J.W.M.: Handwriting and drawing research: basic and applied issues. IOS Press (1989)
Fred, A.: Applications of Information theory to Psychology. Holt, New York (1959)
Anquetil, E., Lorette, G.: Perceptual Model of Handwriting Drawing Application to the Handwriting Segmentation. In: ICDAR 1997 (August 1997)
Ploux, S.: Handwriting Recognition. An Example of Perception and Action Coupling. In: Advances in Handwriting & Drawing: A Multidisciplinary Approach, Europia (1994)
Chaudhuri, B.B., Pal, U.: A complete printed Bangla OCR system. Journal of Pattern Recognition 31(5), 531–549 (1998)
Asok, B.: Online Handwritten Character Recognition System for Bangla. In: Proceedings of International Conference on Information Processing, ICIP, Bangalore (August 2008)
Rejean, P., Srihari, S.N.: IEEE On-line and Off-line Handwriting Recognition: A comprehensive survey. IEEE (2000)
Schomaker, L.R.B., Thomassen, A.J.W.M., Teulings, H.L.: A computational Model of Cursive Handwriting, Computer Recognition and Human Production of Handwriting, pp. 153–177. World Scientific (1989)
Thom, R.: Structural stability and morphogenesis. W.A. Benjamin Inc. (1975)
Salomon, A.D.: Visual field factors in the perception of direction. Amer. J. Psychologie 60, 68–88 (1947)
Richard, J., Miller, Freund’s: Probability and Statistics for Engineers, Department of Statistics. University of Wisconsin, Madison (2005)
Napper, L.J.: Method and apparatus for decoding handwritten characters, Balmain, AU (2000)
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© 2012 Springer-Verlag Berlin Heidelberg
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Bandyopadhyay, A., Mukherjee, B., Chaudhuri, B.B. (2012). Effect of Perceptual Anchorage Points on Recognition of Bangla Characters. In: Kundu, M.K., Mitra, S., Mazumdar, D., Pal, S.K. (eds) Perception and Machine Intelligence. PerMIn 2012. Lecture Notes in Computer Science, vol 7143. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-27387-2_8
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DOI: https://doi.org/10.1007/978-3-642-27387-2_8
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