Abstract
This chapter describes some advances in modern pattern classification techniques, and new classes of information systems dedicated for image analysis, interpretation and semantic classification. In this book we present some new solutions for the development of modern pattern recognition techniques for processing and analysis of several classes of visual patterns, as well as some theoretical foundations for modern pattern interpretation approaches. In particular this monograph presents selected areas of application of pattern recognition and classification approaches including handwriting recognition, medical image analysis and interpretation, development of cognitive systems for image computer understanding, moving object detection, advanced image filtration and intelligent multi-object labeling and classification.
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References
Bichindaritz, I., Vaidya, S., Jain, A., Jain, L.C. (eds.): Computational Intelligence in Healthcare 4. SCI, vol. 309, pp. 347–369. Springer, Heidelberg (2010)
Branquinho, J. (ed.): The Foundations of Cognitive Science. Clarendon Press, Oxford (2001)
Davis, L.S. (ed.): Foundations of Image Understanding. Kluwer Academic Publishers (2001)
Duda, R.O., Hart, P.E., Stork, D.G.: Pattern Classification, 2nd edn. A Wiley-Interscience Publication John Wiley & Sons, Inc. (2001)
Meystel, A.M., Albus, J.S.: Intelligent Systems – Architecture, Design, and Control. A Wiley-Interscience Publication John Wiley & Sons, Inc., Canada (2002)
Ogiela, L., Ogiela, M.R.: Cognitive Techniques in Visual Data Interpretation. Springer, Heidelberg (2009)
Ogiela, M.R., Tadeusiewicz, R.: Modern Computational Intelligence Methods for the Interpretation of Medical Images. Springer, Heidelberg (2008)
Ogiela, M.R., Ogiela, L.: Cognitive Informatics in Medical Image Semantic Content Understanding. In: Kim, T.-H., Stoica, A., Chang, R.-S. (eds.) Security-Enriched Urban Computing and Smart Grid. CCIS, vol. 78, pp. 131–138. Springer, Heidelberg (2010)
Tolk, A., Jain, L.C.: Intelligence-Based Systems Engineering. Intelligence Systems Reference Library 10 (2011)
Vernon, D., Metta, G., Sandini, G.: A survey of artificial cognitive systems: Implications for the autonomous development of mental capabilities in computational agents. IEEE Transactions on Evolutionary Computation 11(2), 151–180 (2007)
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Ogiela, M.R., Jain, L.C. (2012). Recent Advances in Pattern Classification. In: Ogiela, M., Jain, L. (eds) Computational Intelligence Paradigms in Advanced Pattern Classification. Studies in Computational Intelligence, vol 386. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-24049-2_1
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DOI: https://doi.org/10.1007/978-3-642-24049-2_1
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