A New Multi-camera Based Facial Expression Analysis Concept

作者: Robert Niese , Ayoub Al-Hamadi , Bernd Michaelis

DOI: 10.1007/978-3-642-31298-4_8

关键词: PoseFace hallucinationPattern recognition (psychology)Facial expressionThree-dimensional face recognitionComputer scienceRealization (linguistics)Field of viewComputer visionAdaptation (computer science)Artificial intelligence

摘要: In his paper we describe a multi-camera based concept for facial expression recognition, which is of potential interest modern man-machine-interfaces. Naturally, the recognition user events limited by field view applied cameras. However, in some application domains, such as patient state analysis it mandatory to always get feedback. This can only be accomplished increasing observable view. Our proposed addresses this issue through use multiple For realization extended an existing technique. Examples are given three camera setup, substantially enhances degree freedom interaction and/or events. article components, adaptation generic face model, pose estimation and relevant feature transformations carry out machine recognition.

参考文章(13)
Artifical Intelligence for Human Computing Lecture Notes in Artificial Intelligence. ,(2007) , 10.1007/978-3-540-72348-6
Robert Niese, Ayoub Al-Hamadi, Axel Panning, Bernd Michaelis, Real-Time Capable Method for Facial Expression Recognition in Color and Stereo Vision Lecture Notes in Computer Science. pp. 397- 408 ,(2007) , 10.1007/978-3-540-74472-6_32
Modesto Castrillón-Santana, Javier Lorenzo-Navarro, Oscar Déniz-Suárez, José Isern-González, Antonio Falcón-Martel, Multiple Face Detection at Different Resolutions for Perceptual User Interfaces Pattern Recognition and Image Analysis. pp. 445- 452 ,(2005) , 10.1007/11492429_54
Robert Niese, Ayoub Al-Hamadi, Axel Panning, Bernd Michaelis, Emotion Recognition based on 2D-3D Facial Feature Extraction from Color Image Sequences Journal of Multimedia. ,vol. 5, pp. 488- 500 ,(2010) , 10.4304/JMM.5.5.488-500
Sheryl Brahnam, Chao-Fa Chuang, Frank Y. Shih, Melinda R. Slack, Machine recognition and representation of neonatal facial displays of acute pain Artificial Intelligence in Medicine. ,vol. 36, pp. 211- 222 ,(2006) , 10.1016/J.ARTMED.2004.12.003
S. Rusinkiewicz, M. Levoy, Efficient variants of the ICP algorithm digital identity management. pp. 145- 152 ,(2001) , 10.1109/IM.2001.924423
Maja Pantic, Alex Pentland, Anton Nijholt, Thomas Huang, Human computing and machine understanding of human behavior Proceedings of the 8th international conference on Multimodal interfaces - ICMI '06. ,vol. 4451, pp. 239- 248 ,(2006) , 10.1145/1180995.1181044
Jing Xiao, Tsuyoshi Moriyama, Takeo Kanade, Jeffrey F. Cohn, Robust full-motion recovery of head by dynamic templates and re-registration techniques International Journal of Imaging Systems and Technology. ,vol. 13, pp. 85- 94 ,(2003) , 10.1002/IMA.10048
Volker Blanz, Thomas Vetter, A morphable model for the synthesis of 3D faces international conference on computer graphics and interactive techniques. pp. 187- 194 ,(1999) , 10.1145/311535.311556