Coarse-to-Fine Face Detection Algorithm with High Performance on DSP

Dmitry Buryak, Dmitry Cherdakov, Anwar Irmatov, and Dong Sung Lee

Keywords

Face Detection, Circular Hough Transform, Neural Network

Abstract

A new algorithm based on coarse-to-fine searching technique for detecting faces on a digital image, is proposed. Its testing results on public image databases prove its high accuracy. Efficient implementation of the method for a DSP is reported.

Important Links:

• DOI: 10.2316/P.2011.721-091
• From Proceeding (721) Signal Processing, Pattern Recognition, and Applications / 722: Computer Graphics and Imaging - 2011

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