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Rejection Based Classifier for Face Detection by Michael Elad; Yacov Hel-Or; Renato Keshet is a Computer Science article available to read on EtoBox.

What is Rejection Based Classifier for Face Detection about?

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.

Who reads Rejection Based Classifier for Face Detection?

Author

Michael Elad; Yacov Hel-Or; Renato Keshet

Publisher

Elsevier Science; Elsevier ; Elsevier BV (ISSN 0167-8655)

Published

2002

Language

EN

Field

Computer Science (Physical Sciences)