2015 | OriginalPaper | Buchkapitel
A Facial Pose Estimation Algorithm Using Deep Learning
verfasst von : Xiao xu, Lifang Wu, Ke Wang, Yukun Ma, Wei Qi
Erschienen in: Biometric Recognition
Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.
Wählen Sie Textabschnitte aus um mit Künstlicher Intelligenz passenden Patente zu finden. powered by
Markieren Sie Textabschnitte, um KI-gestützt weitere passende Inhalte zu finden. powered by
Pose estimation is one of key issues in face recognition in complex background and human-computer interaction. In this paper, we propose a novel algorithm to estimating facial pose using deep learning. We design a convolutional neural network with four convolutional layers, and a fully-connected layer. The experimental results on CMU-PIE database show that the proposed method outperforms previous traditional methods facial pose.