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Emergent Semantics through Interaction in Image Databases
May/June 2001 (vol. 13 no. 3)
pp. 337-351

Abstract—In this paper, we briefly discuss some aspects of image semantics and the role that it plays for the design of image databases. We argue that images don't have an intrinsic meaning, but that they are endowed with a meaning by placing them in the context of other images and by the user interaction. From this observation, we conclude that, in an image, database users should be allowed to manipulate not only the individual images, but also the relation between them. We present an interface model based on the manipulation of configurations of images.

[1] M. Caliani, P. Pala, and A. Del Bimbo, “Computer Analysis of TV Spots: The Semiotics Perspective,” Proc. IEEE Int'l Conf. Multimedia Computing and Systems, 1998.
[2] U. Eco, A Theory of Semiotics. Bloomington, Ind.: Indiana Univ. Press, 197.
[3] E.H. Gombrich, Art and Illusion: A Study in the Psychology of Pictorial Representation. Pantheon Books, 1965.
[4] A. Gupta, S. Santini, and R. Jain, "In Search of Information in Visual Media," Comm. ACM, vol. 40, no. 12, pp. 35-42, 1997.
[5] J. Itten, The Art of Color. New York: Reinhold Publishing, 1961.
[6] C.E. Jacobs and A. Finkelstein, S.H. Salesin, “Fast Multiresolution Image Querying,” Proc. SIGGRAPH, 1995.
[7] C. Kalisa and B. Torrésani, “N-Dimensional Affine Weyl-Heisenberg Wavelets,” Annales de L'Instut Henri Poincarè, Physique Thèorique, vol. 59, no. 2, pp. 201-236, 1993.
[8] S. Li and D.M. HealyJr., “A Parametric Class of Discrete Gabor Expansions,” IEEE Trans. Signal Processing, vol. 44, no. 2, pp. 201-211, 1996.
[9] B.S. Manjunath and W.Y. Ma, “Texture Features for Browsing and Retrieval of Image Data,” IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 18, no. 8, pp. 837-842, Aug. 1996
[10] R.F. GibsonJr., The Philosophy of W. V. Quine. Tampa, St. Petersburg, Sarasota, Fla.: Univ. Presses of Florida, 1982.
[11] W.H. Press, B.P. Flannery, S.A. Teukolsky, and W.T. Vetterling, Numerical Recipes, the Art of Scientific Computing. Cambridge, Mass.: Cambridge Univ. Press, 1986.
[12] K.V.R. Kanth, D. Agrawal, and A. Singh, “Dimensionality Reduction for Similarity Searching in Dynamic Databases,” Proc. ACM SIGMOD Conf., 1998.
[13] E. Riloff and L. Hollaar, “Text Databases and Information Retrieval,” ACM Computing Surveys, vol. 28, no. 1, pp. 133-135, 1996.
[14] A. Sagle and R. Walde, Introduction to Lie Groups and Lie Algebras. New York and London: Academic Press, 1973.
[15] S. Santini, Explorations in Image Databases, PhD thesis, Dept. of Computer Science and Engineering, Univ. of California, San Diego, Jan. 1998.
[16] “Distance Preservation in Color Image Transforms” Proc. SPIE, vol. 3972, 2000.
[17] S. Santini, “Evaluation Vademecum for Visual Information Systems,” Proc. SPIE, vol. 3972, 2000.
[18] S. Santini and R. Jain, “The“El Niño”Image Database System,” Proc. IEEE Int'l Conf. Multimedia Computing and Systems, 1999.
[19] S. Santini and R. Jain, “Similarity Measures,” IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 21, no. 9, pp. 871-883, Sept. 1999.
[20] S. Santini, A. Gupta, and R. Jain, “User Interfaces for Emergent Semantics in Image Databases,” Proc. Eighth IFIP Working Conf. Database Semantics (DS-8), 1999.
[21] A.N. Tihonov, “Regularization of Incorrectly Posed Problems,” Soviet Math. Doklady, vol. 4, pp. 1624-1627, 1963.
[22] B. Torrésani, “Wavelets Associated with Representations of the Affine Weyl-Heisenberg Group,” J. Math. Physics, vol. 32, no. 5, pp. 1273-1279, 1991.
[23] A. Tversky, “Features of Similarity,” Psychological Rev., vol. 84, no. 4, pp. 327-352, July 1977.

Index Terms:
Content-based image retrieval, image databases, interactive databases, man-machine interface, relevance feedback.
Citation:
Simone Santini, Amarnath Gupta, Ramesh Jain, "Emergent Semantics through Interaction in Image Databases," IEEE Transactions on Knowledge and Data Engineering, vol. 13, no. 3, pp. 337-351, May-June 2001, doi:10.1109/69.929893
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