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New proposition for intelligent systems design: artificial understanding of the images as the next step of advanced data analysis after automatic classification and pattern recognition

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2 Author(s)
Tadeusiewicz, Ryszard ; Inst. of Automatics, AGH Univ. of Sci. & Technol., Krakow, Poland ; Ogiela, M.R.

In this paper there will be presented the new opportunities for applying linguistic algorithms of pattern recognition for computer understanding of image semantic content in intelligent information systems. A successful obtaining of the crucial semantic information of the image - especially medical - may contribute considerably to the creation of new intelligent cognitive information systems. Thanks to the new algorithms of cognitive resonance between stream of the data extracted from the image and expectations taken from the representation of the medical knowledge, we can understand the merit content of the image even if the form of the image is very different from any known pattern. It seems that in the near future the technique of automatic understanding of images may become one of the effective tools for semantic interpreting, and intelligent storing of the visual data in scattered databases. In this article we will try proving that structural techniques may be applied in the case of tasks related to automatic classification and machine perception of the semantic meaning of selected classes of medical patterns.

Published in:

Intelligent Systems Design and Applications, 2005. ISDA '05. Proceedings. 5th International Conference on

Date of Conference:

8-10 Sept. 2005