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» Gesture recognition using position and appearance features
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ISVC
2010
Springer
13 years 5 months ago
Automatic Learning of Gesture Recognition Model Using SOM and SVM
In this paper, we propose an automatic learning method for gesture recognition. We combine two different pattern recognition techniques: the SelfOrganizing Map (SOM) and Support Ve...
Masaki Oshita, Takefumi Matsunaga
MIR
2010
ACM
200views Multimedia» more  MIR 2010»
14 years 2 months ago
Controlling your TV with gestures
Vision-based user interfaces enable natural interaction modalities such as gestures. Such interfaces require computationally intensive video processing at low latency. We demonstr...
Ming-yu Chen, Lily B. Mummert, Padmanabhan Pillai,...
3DPVT
2002
IEEE
186views Visualization» more  3DPVT 2002»
14 years 11 days ago
A Gesture Recognition System Using 3D Data
In this paper a gesture recognition system using 3D data is described. The system relies on a novel 3D sensor that generates a dense range image of the scene. The main novelty of ...
Sotiris Malassiotis, Niki Aifanti, Michael G. Stri...
ICARCV
2002
IEEE
126views Robotics» more  ICARCV 2002»
14 years 11 days ago
Gesture recognition using a probabilistic framework for pose matching
This paper presents an approach for view-based recognition of gestures. The approach is based on representing each gesture as a sequence of learned body poses. The gestures are re...
Ahmed M. Elgammal, Vhay Shet, Yaser Yacoob, Larry ...
ICMI
2005
Springer
170views Biometrics» more  ICMI 2005»
14 years 28 days ago
Inferring body pose using speech content
Untethered multimodal interfaces are more attractive than tethered ones because they are more natural and expressive for interaction. Such interfaces usually require robust vision...
Sy Bor Wang, David Demirdjian