Abstract
Detection of semantically significant image elements is a key task in the pattern recognition field. There are a lot of methods solving this problem. The main steps of the approach presented in this paper are colour transformation and detection, filtering and neural classification of contours.
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References
Bishop, C.M.: Pattern Recognition and Machine Learning. Springer, Heidelberg (2006)
Tadeusiewicz, R., Flasinski, M.: Rozpoznawanie obrazow (Image Recognition), Wydawnictwo Naukowe PWN (1991) (in Polish)
Tadeusiewicz, R., Ogiela, M.: Medical Image Understanding Technology. Springer, Heidelberg (2004)
Tadeusiewicz, R., Ogiela, M., Szczepaniak, P.S.: Notes on a Linguistic Description as the Basis for Automatic Image Understanding. Int. Journal Appl. Math. Comput Sci. 19(1), 143–150 (2009)
Szczepaniak, P.S., Tadeusiewicz, R.: The Role of Artificial Intelligence, Knowledge and Wisdom in Automatic Image Understanding. Journal of Applied Computer Science JACS 18(1), 75–85 (2010)
Watkins Ch., Sadun A., Marenka S.: Nowoczesne metody przetwarzania obrazu. Wydawnictwa Naukowo-Techniczne, Warszawa (1995) (in Polish)
Tadeusiewicz, R.: Sieci neuronowe (Neural Networks). Akademicka Oficyna Wydawnicza RM, Warszawa (1993) (in Polish)
Haykin, S.: Neural Networks. A Comprehensive Foundation. Macmillan, New York (1994)
Rojas, R.: Neural Networks. A Systematic Introduction. Springer, Heidelberg (1996)
Malina, W., Smiatacz, M.: Cyfrowe przetwarzanie obrazow. Akademicka Oficyna Wydawnicza EXIT, Warszawa (2008) (in Polish)
Bruce, J., Balch, T., Veloso, M.: Fast and Cheap Color Image Segmentation for Interactive Robots. In: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2000), Workshop on Interactive Robotics and Entertainment, Pittsburgh, vol. 3, pp. 2061–2066 (2000)
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Lazarek, J., Szczepaniak, P.S. (2011). Detection of Semantically Significant Image Elements Using Neural Networks. In: Burduk, R., Kurzyński, M., Woźniak, M., Żołnierek, A. (eds) Computer Recognition Systems 4. Advances in Intelligent and Soft Computing, vol 95. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-20320-6_37
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DOI: https://doi.org/10.1007/978-3-642-20320-6_37
Publisher Name: Springer, Berlin, Heidelberg
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