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Bayesian sequential face detection with automatic re-initialization

Published in Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition • Dec 1, 2008
NobleIDNI5P51W73R99S74
Authors:
Atsushi Matsui
,
Simon Clippingdale
,
Takashi Matsumoto

Abstract

This paper proposes a probabilistic search algorithm to boost the computational efficiency of face detection in video sequences. The algorithm sequentially predicts the probability distributions of face region parameters in the current video frame given a sequence of past frames, and automatically r...

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