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Supervised classification of early perceptual structure in dot patterns
Tuceryan, M.; Jain, A.K.; Ahuja, N.;
Pattern Recognition, 1992. Vol.II. Conference B: Pattern Recognition Methodology and Systems, Proceedings., 11th IAPR International Conference on
30 Aug.-3 Sept. 1992
Page(s):88
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91
Abstract:
A supervised algorithm for computing perceptual groupings in dot patterns is presented. The algorithm uses shape features of the polygons in the Voronoi tessellation of the input pattern. The training patterns identified by humans are used to obtain an initial nocontextual classification which is then refined by a probabilistic relaxation labeling
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