Emergent Semantics through Interaction in Image Databases

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]  David Salesin,et al.  Fast multiresolution image querying , 1995, SIGGRAPH.

[2]  Ellen Riloff,et al.  Text databases and information retrieval , 1996, CSUR.

[3]  Simone Santini,et al.  In search of information in visual media , 1997, CACM.

[4]  Simone Santini,et al.  Evaluation vademecum for visual information system , 1999, Electronic Imaging.

[5]  S. Santini Evaluation Vademecum for Visual information Systems∗ , 2000 .

[6]  Simone Santini,et al.  The "El Nino" image database system , 1999, Proceedings IEEE International Conference on Multimedia Computing and Systems.

[7]  B. Torrésani Wavelets associated with representations of the affine Weyl–Heisenberg group , 1991 .

[8]  B. S. Manjunath,et al.  Texture Features for Browsing and Retrieval of Image Data , 1996, IEEE Trans. Pattern Anal. Mach. Intell..

[9]  Simone Santini,et al.  Explorations in image databases , 1998 .

[10]  William H. Press,et al.  Numerical recipes , 1990 .

[11]  J. E. Glynn,et al.  Numerical Recipes: The Art of Scientific Computing , 1989 .

[12]  Ambuj K. Singh,et al.  Dimensionality reduction for similarity searching in dynamic databases , 1998, SIGMOD '98.

[13]  E. Gombrich ART AND ILLUSION: A STUDY IN THE PSYCHOLOGY OF PICTORIAL REPRESENTATION. , 1960 .

[14]  A. Tversky Features of Similarity , 1977 .

[15]  Johannes Itten,et al.  The art of color , 1961 .

[16]  B. Torrésani,et al.  N-dimensional affine Weyl-Heisenberg wavelets , 1993 .

[17]  Dennis M. Healy,et al.  A parametric class of discrete Gabor expansions , 1996, IEEE Trans. Signal Process..

[18]  Simone Santini,et al.  Similarity Measures , 1999, IEEE Trans. Pattern Anal. Mach. Intell..

[19]  Simone Santini,et al.  A User Interface for Emergent Sementics in Image Databases , 1999, DS-8.

[20]  Alberto Del Bimbo,et al.  Computer analysis of TV spots: the semiotics perspective , 1998, Proceedings. IEEE International Conference on Multimedia Computing and Systems (Cat. No.98TB100241).

[21]  A. N. Tikhonov,et al.  REGULARIZATION OF INCORRECTLY POSED PROBLEMS , 1963 .

[22]  Simone Santini Distance preservation in color image transforms , 1999, Electronic Imaging.

[23]  E. Gombrich Art and Illusion , 1962 .

[24]  Lewis E. Hahn,et al.  The Philosophy of W. V. Quine , 1992 .

[25]  Umberto Eco,et al.  A theory of semiotics , 1976, Advances in semiotics.