DocumentCode
2383397
Title
Depth image based analysis of facial expressions and head orientation
Author
Isezaki, Takashi ; Suzuki, Kenji
Author_Institution
Dept. of Intell. Interaction Technol., Univ. of Tsukuba, Tsukuba, Japan
fYear
2011
fDate
9-12 Oct. 2011
Firstpage
2537
Lastpage
2542
Abstract
In this paper, we propose a method of spatial and time-series analysis of facial expressions using a real-time depth image, particularly for the measurement of head orientation and for the dynamic analysis of facial expression. The method is based on an evaluation of the 3-dimensional shape of the face and is able to assess facial expressions, independent of the orientation of the head. It aims to extract psychological and physiological features from the physical features of the face´s shape. This research focuses on the characteristics of transitions detected during changes of facial expression, particularly using dynamical spatial and time-series analysis. This paper describes the development of the sensing system, the experimental results of head orientation measurements, and the results of facial expression analysis.
Keywords
emotion recognition; face recognition; feature extraction; psychology; stereo image processing; time series; 3D face shape; depth image based analysis; facial expression dynamic analysis; head orientation; physical features; physiological feature extraction; psychological feature extraction; sensing system; spatial analysis; time-series analysis; transition detection; Face; Feature extraction; Nose; Position measurement; Shape; 3-dimensional Face Shape; Depth Image; Facial Expression; Head Orientation;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics (SMC), 2011 IEEE International Conference on
Conference_Location
Anchorage, AK
ISSN
1062-922X
Print_ISBN
978-1-4577-0652-3
Type
conf
DOI
10.1109/ICSMC.2011.6084058
Filename
6084058
Link To Document