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6

PRL
2002

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Rejection based classifier for face detection

13 years 4 months ago

Rejection based classifier for face detection

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Pattern detection problems require a separation between two classes, Target and Clutter, where the probability of the former is substantially smaller compared to that of the latter. In this paper we propose a new classifier that exploits this property, yielding a low complexity yet effective target detection algorithm. This algorithm, called the maximal rejection classifier (MRC), is based on linear successive rejection operations. An application of detecting faces in images is demonstrated using the MRC with encouraging results.

Michael Elad, Yacov Hel-Or, Renato Keshet

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Effective Target Detection | Maximal Rejection Classifier | Pattern Detection Problems | PRL 2002 |

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Added	23 Dec 2010
Updated	23 Dec 2010
Type	Journal
Year	2002
Where	PRL
Authors	Michael Elad, Yacov Hel-Or, Renato Keshet

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