Abstract
In his paper we describe a multi-camera based concept for facial expression recognition, which is of potential interest for modern man-machine-interfaces. Naturally, the recognition of facial user events is limited by the field of view of the applied cameras. However, in some application domains, such as patient state analysis it is mandatory to always get feedback. This can only be accomplished by increasing the observable field of view. Our proposed concept addresses this issue through the use of multiple cameras. For the realization of facial expression recognition we extended an existing technique. Examples are given for a three camera setup, which substantially enhances the degree of freedom for interaction and/or recognition of facial events. In this article we describe the applied components, such as the adaptation of the generic face model, multi-camera based pose estimation and relevant feature transformations to carry out machine based recognition.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Pantic, M., Pentland, A., Nijholt, A., Huang, T.S.: Human Computing and Machine Understanding of Human Behavior: A Survey. In: Huang, T.S., Nijholt, A., Pantic, M., Pentland, A. (eds.) ICMI/IJCAI Workshops 2007. LNCS (LNAI), vol. 4451, pp. 47–71. Springer, Heidelberg (2007)
Keltner, D., Ekman, P.: Facial expression of emotion. In: Lewis, M., Haviland-Jones, J.M. (eds.) Handbook of Emotions, pp. 236–249 (2000)
Niese, R., Al-Hamadi, A., Panning, A., Michaelis, B.: Real-Time Capable Method for Facial Expression Recognition in Color and Stereo Vision. In: Gervasi, O., Gavrilova, M.L. (eds.) ICCSA 2007, Part I. LNCS, vol. 4705, pp. 397–408. Springer, Heidelberg (2007)
Brahnam, S., Chuang, C., Shih, F., Slack, M.: Machine recognition and representation of neonatal facial displays of acute pain. Acute Pain 8(3), 146 (2006)
Blanz, V., Vetter, T.: A Morphable Model for the Synthesis of 3D Faces. In: Proc. of SIGGRAPH, pp. 187–194 (1999)
Xiao, J., Kanade, T., Cohn, J.F.: Robust Full-Motion Recovery of Head by Dynamic Templates and Re-registration Techniques. International Journal of Imaging Systems and Technology 13, 85–94 (2003)
Castrillón-Santana, M., Lorenzo-Navarro, J., Déniz-Suárez, O., Isern-González, J., Falcón-Martel, A.: Multiple Face Detection at Different Resolutions for Perceptual User Interfaces. In: Marques, J.S., Pérez de la Blanca, N., Pina, P. (eds.) IbPRIA 2005. LNCS, vol. 3522, pp. 445–452. Springer, Heidelberg (2005)
Rusinkiewicz, S., Levoy, M.: Efficient variants of the ICP algorithm. In: Proc. of the 3rd Int. Conf. on 3D Digital Imaging and Modeling, pp. 145–152 (2001)
Albertz, J., Kreiling, W.: Photogrammetric Guide. Wichmann Verlag (1989)
Niese, R., Al-Hamadi, A., Panning, A., Michaelis, B.: Emotion Recognition based on 2D-3D Facial Feature Extraction from Color Image Sequences. Journal of Multimedia 5(5), 488–500 (2010)
Yin, L., Chen, X., Sun, Y., Worm, T., Reale, M.: A High-Resolution 3D Dynamic Facial Expression Database. In: Proc. of IEEE Conf. FG 2008 (2008)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2012 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Niese, R., Al-Hamadi, A., Michaelis, B. (2012). A New Multi-camera Based Facial Expression Analysis Concept. In: Campilho, A., Kamel, M. (eds) Image Analysis and Recognition. ICIAR 2012. Lecture Notes in Computer Science, vol 7325. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-31298-4_8
Download citation
DOI: https://doi.org/10.1007/978-3-642-31298-4_8
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-31297-7
Online ISBN: 978-3-642-31298-4
eBook Packages: Computer ScienceComputer Science (R0)