Abstract
This article discusses the problem of extraction of such set of pattern features that is informative and stable with respect of stochastic noise. This is done through the stochastic information measure.
Chapter PDF
Similar content being viewed by others
Keywords
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.
References
Bronevich, A., Lepskiy, A.: Geometrical Fuzzy Measures in Image Processing and Pattern Recognition. In: Proc. of the 10th IFSA World Congress, Istanbul, Turkey, pp. 151–154 (2003)
Duda, R.O., Hart, P.E., Stork, D.G.: Pattern Classification and Scene Analysis: Part I Pattern Classification. John Wiley and Sons, Chichester (1998)
Lepskii, A.E.: On Stability of the Center of Masses of the Vector Representation in One Probabilistic Model of Noiseness of an Image Contour. Automation and Remote Control 68, 75–84 (2007)
Lepskiy, A.E.: Application of Stochastic Information Measure in Problem of Finding of Optimal Polygonal Curve Representation. In: Proc. of Intern. Conf. Pattern Recognition and Image Analysis, Nizhni Novgorod, vol. 1, pp. 397–400 (2008)
Shiryaev, A.N.: Probability (Graduate Texts in Mathematics). Springer, Heidelberg (1995)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2011 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Lepskiy, A. (2011). Stable Feature Extraction with the Help of Stochastic Information Measure. In: Kuznetsov, S.O., Mandal, D.P., Kundu, M.K., Pal, S.K. (eds) Pattern Recognition and Machine Intelligence. PReMI 2011. Lecture Notes in Computer Science, vol 6744. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-21786-9_11
Download citation
DOI: https://doi.org/10.1007/978-3-642-21786-9_11
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-21785-2
Online ISBN: 978-3-642-21786-9
eBook Packages: Computer ScienceComputer Science (R0)