Journal
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
Volume 27, Issue 11, Pages 1832-1837Publisher
IEEE COMPUTER SOC
DOI: 10.1109/TPAMI.2005.220
Keywords
shape; object recognition; optical character recognition
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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.
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