Abstract
Spatially homogeneous regular mosaics are image textures formed as a tiling, each tile replicating the same texel. Assuming that the tiles have no relative geometric distortions, the orientation and size of a rectangular texel can be estimated from a model-based interaction map (MBIM) derived from the Gibbs random field model of the texture. The MBIM specifies the structure of pairwise pixel interactions in a given training sample. The estimated texel allows us to quickly simulate a large-size prototype of the mosaic.
This work was supported by the University of Auckland Research Committee grants 9343/3414113 and 9393/3600529 and the Marsden Fund grant UOA122.
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Gimel’farb, G. (2002). Estimation of Texels for Regular Mosaics Using Model-Based Interaction Maps. In: Caelli, T., Amin, A., Duin, R.P.W., de Ridder, D., Kamel, M. (eds) Structural, Syntactic, and Statistical Pattern Recognition. SSPR /SPR 2002. Lecture Notes in Computer Science, vol 2396. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-70659-3_18
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DOI: https://doi.org/10.1007/3-540-70659-3_18
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