DocumentCode
3022209
Title
Interactive analysis and synthesis of facial expressions based on personal facial expression space
Author
Chandrasiri, Naiwala P. ; Naemura, Takeshi ; Harashima, Hiroshi
Author_Institution
Sch. of Information Sci. & Technol., Tokyo Univ., Japan
fYear
2004
fDate
17-19 May 2004
Firstpage
105
Lastpage
110
Abstract
In this paper novel methods for interactive facial expression analysis and synthesis are presented based on personal facial expression space (PFES). We proposed PFES to recognize person-specific, primary facial expression image sequences by both temporal and spatial characteristics taken into consideration. On PFES, facial expression parameters which are compatible with MPEG-4 high level facial expression animation parameters can be extracted from a user´s real-time face image and, they are processed to synthesize a face image in real-time. Users can interact by viewing synthesized images and, this feedback leads to interaction. Experimental results are shown to demonstrate the effectiveness of the proposed method. We also have developed user interfaces for analysis and synthesis processes.
Keywords
emotion recognition; face recognition; feature extraction; image sequences; principal component analysis; real-time systems; facial expression image sequences; facial expressions synthesis; interactive analysis; personal facial expression space; principal component analysis; real-time face image; Data mining; Face recognition; Facial animation; Feedback; Financial advantage program; Humans; Image recognition; Information analysis; MPEG 4 Standard; Space technology;
fLanguage
English
Publisher
ieee
Conference_Titel
Automatic Face and Gesture Recognition, 2004. Proceedings. Sixth IEEE International Conference on
Print_ISBN
0-7695-2122-3
Type
conf
DOI
10.1109/AFGR.2004.1301516
Filename
1301516
Link To Document