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» Finding Motion Primitives in Human Body Gestures
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GW
2005
Springer
85views Biometrics» more  GW 2005»
14 years 4 months ago
Finding Motion Primitives in Human Body Gestures
Abstract. In the last decade speech processing has been applied in commercially available products. One of the key reasons for its success is the identification and use of an unde...
Lars Reng, Thomas B. Moeslund, Erik Granum
AMDO
2006
Springer
14 years 2 months ago
Human Motion Synthesis by Motion Manifold Learning and Motion Primitive Segmentation
Abstract. We propose motion manifold learning and motion primitive segmentation framework for human motion synthesis from motion-captured data. High dimensional motion capture date...
Chan-Su Lee, Ahmed M. Elgammal
FGR
2006
IEEE
102views Biometrics» more  FGR 2006»
14 years 5 months ago
Robust Spotting of Key Gestures from Whole Body Motion Sequence
Robust gesture recognition in video requires segmentation of the meaningful gestures from a whole body gesture sequence. This is a challenging problem because it is not straightfo...
Hee-Deok Yang, A-Yeon Park, Seong-Whan Lee
IROS
2008
IEEE
142views Robotics» more  IROS 2008»
14 years 5 months ago
Scaffolding on-line segmentation of full body human motion patterns
Abstract— This paper develops an approach for on-line segmentation of whole body human motion patterns during human motion observation and learning. A Hidden Markov Model is used...
Dana Kulic, Yoshihiko Nakamura
ICRA
2008
IEEE
191views Robotics» more  ICRA 2008»
14 years 5 months ago
Combining automated on-line segmentation and incremental clustering for whole body motions
Abstract— This paper describes a novel approach for incremental learning of human motion pattern primitives through on-line observation of human motion. The observed motion time ...
Dana Kulic, Wataru Takano, Yoshihiko Nakamura