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Probabilistic Methods for Finding People (2001)
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by
S. Ioffe
,
D. A. Forsyth
| Venue: | INTERNATIONAL JOURNAL OF COMPUTER VISION |
| Citations: | 121 - 2 self |
BibTeX
@MISC{Ioffe01probabilisticmethods,
author = {S. Ioffe and D. A. Forsyth},
title = {Probabilistic Methods for Finding People},
year = {2001}
}
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Abstract
Finding people in pictures presents a particularly difficult object recognition problem. We show how to find people by finding candidate body segments, and then constructing assemblies of segments that are consistent with the constraints on the appearance of a person that result from kinematic properties. Since a reasonable model of a person requires at least nine segments, it is not possible to inspect every group, due to the huge combinatorial complexity. We propose two
