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Issue No.11 - November (2005 vol.27)
pp: 1832-1837
Greg Mori , IEEE
ABSTRACT
We demonstrate that shape contexts can be used to quickly prune a search for similar shapes. We present two algorithms for rapid shape retrieval: representative shape contexts, performing comparisons based on a small number of shape contexts, and shapemes, using vector quantization in the space of shape contexts to obtain prototypical shape pieces.
INDEX TERMS
Index Terms- Shape, object recognition, optical character recognition.
CITATION
Greg Mori, Serge Belongie, Jitendra Malik, "Efficient Shape Matching Using Shape Contexts", IEEE Transactions on Pattern Analysis & Machine Intelligence, vol.27, no. 11, pp. 1832-1837, November 2005, doi:10.1109/TPAMI.2005.220
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