PL EN


Preferencje help
Widoczny [Schowaj] Abstrakt
Liczba wyników
Tytuł artykułu

The Role of Artificial Intelligence, Knowledge and Wisdom in Automatic Image Understanding

Wybrane pełne teksty z tego czasopisma
Identyfikatory
Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
In the paper, the roles of intelligence, knowledge, learning and wisdom are discussed in the context of image content understanding. The known model of automatic image understanding is extended by the role of learning. References to example implementations are also given.
Rocznik
Strony
75--85
Opis fizyczny
Bibliogr. 31 poz.
Twórcy
  • 1Institute of Information Technology Technical University of Lodz Wólczańska 215, 90-924 Łódź, Poland, piotr@ics.p.lodz.pl
Bibliografia
  • [1] Great Universal Encyclopaedia (1966), Warsaw, Polish Scientific Publishers (PWN); in Polish.
  • [2] The Concise Oxford Dictionary of Current English (1990), 8th edition, Oxford, Clarendon Press.
  • [3] Marks II, R. J., Intelligence: Computational versus Artificial. IEEE Trans. On Neural Networks, Vol. 4, No. 5, pp. 737-739, 1993.
  • [4] Computational Intelligence: Imitating Life. ˙ Zurada, J. M., et al. (Eds.), (1994), Piscataway, IEEE Press.
  • [5] Bezdek, J. C., On the Relationship between Neural Networks, Pattern Recognition and Intelligence. The International Journal of Approximate Reasoning, Vol.6, pp. 85-107, 1992.
  • [6] Bezdek, J. C. What Is Computational Intelligence ? In: Reference [4] of this paper, pp. 1-12.
  • [7] Eberhart, R. C., Computational Intelligence: A Snapshot. In: Computational Intelligence: A Dynamic System Perspective. Palaniswami, M., et al. (Eds.), New York, IEEE Press, 1995.
  • [8] Pedrycz, W., Computational Intelligence. An Introduction. Boca Raton, New York, CRC Press, 1998.
  • [9] Kasabov, N., Evolving Intelligence in Human and Machines: Integrative Evolving Connectionist Systems Approach. IEEE Computational Intelligence Magazine, Vol. 3, no 3, pp. 23-37, 2008.
  • [10] Russel, S. J., Norvig, P. (1995, 2002): Artificial Intelligence. A Modern Approach. Englewood Cliffs, Prentice Hall.
  • [11] Turing, A., Computing Machinery and Intelligence. In: Computers and Thought, Feigenbaum, E. A., and Feldman, J. (Eds.), New York, McGraw-Hill, 1963.
  • [12] Tadeusiewicz, R., Ogiela, M. R., Medical Image Understanding Technology. Series: Studies in Fuzziness and Soft Computing, Vol. 156, Springer-Verlag, Berlin, 2004.
  • [13] Ogiela, L., Tadeusiewicz, R., Ogiela, M. R., Cognitive Approach to Visual Data Interpretation in Medical Information and Recognition Systems, In: Nanning Zheng, Xiaoyi Jiang, Xuguand Lan (Eds.): Advances in Machine Vision, Image Processing, and Pattern Analysis. Lecture Notes in Computer Science - LNCS 4153, Springer-Verlag, Berlin, Heidelberg, New York, pp. 244-250, 2006.
  • [14] Ogiela, L., Tadeusiewicz, R., Ogiela, M. R., Cognitive Computing in Intelligent Medical Pattern Recognition Systems, In: De-Shuang Huang, Kang Li, Irwin, G.W. (Eds.): Intelligent Control and Automation. Lecture Notes in Control and Information Sciences, Vol. 344, Springer-Verlag, Berlin, Heidelberg, New York, pp. 851-856, 2006.
  • [15] Ogiela, M. R., Tadeusiewicz, R., Ogiela, L., Graph Image Language Techniques Supporting Radiological, Hand Image Interpretations, Computer Vision and Image Understanding, Elsevier, Vol. 103/2, pp. 112-120, 2006.
  • [16] Ogiela, M. R., Tadeusiewicz, R., Ogiela, L., Image Languages in Intelligent Radiological Palm Diagnostics, Pattern Recognition, Vol. 39/11, pp. 2157- 2165, 2006.
  • [17] Tadeusiewicz, R., Ogiela, M. R., Why Automatic Understanding ? In: Beliczynski, B. et al. (Eds.): ICANNGA'2007, Part II, Lecture Notes in Computer Science - LNCS 4432, Springer-Verlag, Berlin, Heidelberg, New York, pp. 477 - 491, 2007.
  • [18] Tomczyk, A., Szczepaniak, P. S., Lis, B., Generalized Multi-layer Kohonen Network and Its Application to Texture Recognition. In: L.Rutkowski, J.Siekmann, R.Tadeusiewicz, L. A.Zadeh (Eds.): Artificial Intelligence and Soft Computing ICAISC 2004. Lecture Notes in Artificial Intelligence - LNAI 3070, Springer-Verlag, Berlin, Heidelberg, New York; pp. 760-767, 2004.
  • [19] Lis, B., Szczepaniak, P. S., Tomczyk, A., Multi-layer Kohonen Network and Texture Recognition. In: P. Grzegorzewski, M. Krawczak, S. Zadrożny (Eds.): Soft Computing Tools, Techniques and Applications. Akademicka Oficyna Wydawnicza EXIT, Warszawa, 2004.
  • [20] Tomczyk, A., Active Hypercontours and Contextual Classification. Proceedings of the 5th International Conference on Intelligent Systems Design and Applications - ISDA'2005. Wroclaw, Poland, IEEE Computer Society Press, pp. 256-261, 2005.
  • [21] Tomczyk, A., Szczepaniak, P. S., On the Relationship between Active Contours and Contextual Classification. In: M. Kurzyńki, et al. (Eds.): Computer Recognition Systems. Proceedings of the 4th Int. Conference on Computer Recognition Systems - CORES'05. Springer, Berlin, Heidelberg, New York, pp. 303-310, 2005.
  • [22] Tadeusiewicz, R., Szczepaniak, P. S., Basic Concepts of Knowledge-Based Image Understanding. In: N. T. Nguyen, G. S. Jo, R. J. Howlett, L. C. Jain (Eds.) Agent and Multi-Agent Systems: Technologies and Applications. LNAI 4953, Springer-Verlag, Berlin, Heidelberg, pp. 42-52, 2008.
  • [23] Szczepaniak, P. S., Contribution of Hypercontours to Multiagent Automatic Image Analysis. In: N. T. Nguyen, G. S. Jo, R. J. Howlett, L. C. Jain (Eds.) Agent and Multi-Agent Systems: Technologies and Applications. LNAI 4953, Springer-Verlag, Berlin, Heidelberg, pp. 647-653, 2008.
  • [24] Szczepaniak, P. S., Verification of Hypothesis about Image Content using Active Contour Approach. IEEE Proc. 7th Int. Conference "Computer Information Systems and Industrial Management Applications". Ostrava, Czech Republic. IEEE Computer Society, Los Alamitos, Washington, Tokyo, pp. 207-209, 2008.
  • [25] Ogiela, L., Tadeusiewicz, R., Ogiela, M. R.: Cognitive techniques in medical information systems. Computers in Biology and Medicine, Vol. 38, No. 4., 2008, pp. 501-507.
  • [26] Ogiela, M. R., Tadeusiewicz, R., Ogiela, L.: Image Languages in Intelligent Radiological Palm Diagnostics, Pattern Recognition, Vol. 39/11. 2006, pp. 2157-2165.
  • [27] Ogiela, M. R., Tadeusiewicz, R.: Syntactic reasoning and pattern recognition for analysis of coronary artery images, International Journal of Artificial Intelligence in Medicine (Elsevier), Vol. 26, No. 1-2, 2002, pp. 145-159.
  • [28] Tadeusiewicz, R., Ogiela, M. R.: Medical Pattern Understanding Based on Cognitive Linguistic Formalisms and Computational Intelligence Methods, In: Jun Wang (ed.): 2008 IEEE World Congress on Computational Intelligence WCCI, IEEE Catalog Number: CFP08IJS-CDR, ISBN: 978-1-4244-1821-3, ISSN: 1098-7584, IEEE Piscataway 2008, pp. 1729-1733.
  • [29] Tadeusiewicz, R., Ogiela, L.: Selected Cognitive Categorization Systems, Chapter in book: Rutkowski, L. et al. (Eds.): Artificial Intelligence and Soft Computing, ICAISC 2008, Lecture Notes on Artificial Intelligence, Vol. 5097, Springer-Verlag Berlin Heidelberg 2008, pp. 1127-1136.
  • [30] Ogiela, L., Tadeusiewicz, R., Ogiela, M. R.: Cognitive Approach to Medical Pattern Recognition, Structure Modelling and Image Understanding, In Yenghong Peng and Yufeng Zhang (Eds.): Proceedings of International Conference on BioMedical Engineering and Informatics BMEI 2008, CPS-IEEE, (ISBN 978-0-7695-3118-2, DOI 10.1109/BMEI 2008.118) Los Alamitos, California, Washington, Tokyo, 2008, pp. 33-37.
  • [31] Ogiela, L., Tadeusiewicz, R., Ogiela, M. R.: Cognitive Categorizing in UBIAS Intelligent Medical Information Systems, in Sordo, M., Vaidya, S., Jain, L. C. (Eds.): Advanced Computational Intelligence Paradigms in Healthcare 3, Studies in Computational Intelligence 107, Springer-Verlag, Berlin, Heidelberg, 2008, pp. 75-94.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-article-LOD9-0014-0006
JavaScript jest wyłączony w Twojej przeglądarce internetowej. Włącz go, a następnie odśwież stronę, aby móc w pełni z niej korzystać.