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Body expression recognition from animated 3D skeleton
- Source :
- IC3D, 2016 International Conference on 3D Imaging (IC3D), International Conference on 3D Imaging (IC3D 2016), International Conference on 3D Imaging (IC3D 2016), Dec 2016, Liège, Belgium. ⟨10.1109/IC3D.2016.7823448⟩
- Publication Year :
- 2016
- Publisher :
- IEEE, 2016.
-
Abstract
- International audience; We present a novel and generic framework for the recognition of body expressions using human postures. Motivated by the state of the art from the domain of psychology, our approach recognizes expression by analyzing sequence of pose. Features proposed in this article are computationally simple and intuitive to understand. They are based on visual cues and provide in-depth understanding of body postures required to recognize body expressions. We have evaluated our approach on different databases with heterogeneous movements and body expressions. Our recognition results exceeds state of the art for some database and for others we obtain results at par with state of the art.
- Subjects :
- 3D skeleton
Sequence
business.industry
Computer science
05 social sciences
[INFO.INFO-CV]Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV]
020207 software engineering
02 engineering and technology
Animation
Skeleton (category theory)
050105 experimental psychology
Expression (mathematics)
Domain (software engineering)
Simple (abstract algebra)
Expression recognition
0202 electrical engineering, electronic engineering, information engineering
0501 psychology and cognitive sciences
Computer vision
Artificial intelligence
State (computer science)
business
Sensory cue
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2016 International Conference on 3D Imaging (IC3D)
- Accession number :
- edsair.doi.dedup.....5cfaa335a51d5bb747b70df7d55e281b