Gaussian Process Dynamical Models for Hand Gesture Interpretation in Sign Language

Classifying human hand gestures in the context of a Sign Language has been historically dominated by Artificial Neural Networks and Hidden Markov Model with varying degrees of success. The main objective of this paper is to introduce Gaussian Process Dynamical Model as an alternative machine learnin...

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書目詳細資料
Main Authors: Gamage, Nuwan, Chow, Kuang Ye, Akmeliawati, Rini, Demidenko, Serge
格式: Article
語言:English
English
出版: Elsevier 2011
主題:
在線閱讀:http://irep.iium.edu.my/6002/1/S0167865511002662
http://irep.iium.edu.my/6002/2/1-s2.0-S0167865511002662-main.pdf