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Efficient retrieval of deformed and occluded shapes

Petrakis Evripidis, Zusheng Rao, Evangelos Milios

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URI: http://purl.tuc.gr/dl/dias/1A437D9A-0B2A-4375-A7C5-B62A1C8B27D6
Year 2000
Type of Item Conference Paper Abstract
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Bibliographic Citation Zusheng Rao, Euripides G.M. Petrakis and Evangelos Milios: "Efficient Retrieval of Deformed and Occluded Shapes", in Intern. Conference on Pattern Recognition (ICPR'2000),2000, pp 67-71. doi: 10.1109/ICPR.2000.902866 https://doi.org/10.1109/ICPR.2000.902866
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Summary

We propose an approach for matching deformed and occluded shapes using dynamic programming. Our algorithms handle noise and shape distortions by allowing matching of merged sequences of consecutive small segments in a shape, with larger segments of another shape, while being invariant to translation, scale and orientation transformations of shapes. We illustrate the effectiveness of our algorithms in retrieval of shapes on two different two-dimensional datasets: one of static hand gesture shapes and another of marine life shapes

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