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» Supervised Training Based Hand Gesture Recognition System
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ETFA
2008
IEEE
14 years 2 months ago
Gesture recognition using evolution strategy neural network
A new approach to interact with an industrial robot using hand gestures is presented. System proposed here can learn a first time user’s hand gestures rapidly. This improves pro...
Johan Hägg, Baran Çürükl&uum...
ICDE
2005
IEEE
110views Database» more  ICDE 2005»
14 years 1 months ago
Utilizing Bio-Mechanical Characteristics For User-Independent Gesture Recognition
We propose a novel approach for recognizing hand gestures by analyzing the data streams generated by the sensors attached to the human hands. We utilize the concept of ‘range of...
Farid Parvini, Cyrus Shahabi
ICMCS
2008
IEEE
147views Multimedia» more  ICMCS 2008»
14 years 2 months ago
Hand trajectory based gesture recognition using self-organizing feature maps and markov models
This work presents the design and experimental verification of an original system architecture aiming at recognizing gestures based solely on the hand trajectory. Self organizing ...
George Caridakis, Kostas Karpouzis, Christos Pater...
ICMI
2000
Springer
190views Biometrics» more  ICMI 2000»
13 years 11 months ago
Virtual Mouse - Inputting Device by Hand Gesture Tracking and Recognition
In this paper, we develop a system to track and recognize hand motion in nearly real time. An important application of this system is to simulate mouse as a visual inputting device...
Changbo Hu, Lichen Liang, Songde Ma, Hanqing Lu
FGR
2000
IEEE
159views Biometrics» more  FGR 2000»
14 years 20 hour ago
Gesture Modeling and Recognition Using Finite State Machines
This paper proposes a state based approach to gesture learning and recognition. Using spatial clustering and temporal alignment, each gesture is defined to be an ordered sequence ...
Pengyu Hong, Thomas S. Huang, Matthew Turk