Issue No. 11 - November (2005 vol. 27)
Greg Mori , IEEE
Serge Belongie , IEEE
Jitendra Malik , IEEE
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- Shape, object recognition, optical character recognition.
Greg Mori, Serge Belongie, Jitendra Malik, "Efficient Shape Matching Using Shape Contexts", IEEE Transactions on Pattern Analysis & Machine Intelligence, vol. 27, no. , pp. 1832-1837, November 2005, doi:10.1109/TPAMI.2005.220