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24 December 2013 Face and eyes localization for pose and light invariant face image
Wei Li
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Proceedings Volume 9067, Sixth International Conference on Machine Vision (ICMV 2013); 90670E (2013) https://doi.org/10.1117/12.2049834
Event: Sixth International Conference on Machine Vision (ICMV 13), 2013, London, United Kingdom
Abstract
In this paper, a new pose-robust and light-invariant face and eyes localization method using integral projection of adaptive probability is proposed for multiview face recognition. First, an automatic preprocessing method is proposed to balance brightness and color of original image. Then an unsupervised multi-component skin model is established to obtain the adaptive skin probability. Finally the integral projection of adaptive probability is used to realize the postrobust face localization. Experiment results show that the effectiveness of proposed method.
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Wei Li "Face and eyes localization for pose and light invariant face image", Proc. SPIE 9067, Sixth International Conference on Machine Vision (ICMV 2013), 90670E (24 December 2013); https://doi.org/10.1117/12.2049834
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KEYWORDS
Skin
Chromium
Eye models
Facial recognition systems
Feature extraction
Image segmentation
RGB color model
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