Implementation of an interactive interview system using hand gesture recognition

被引：8

作者：

Lee, Yang-Weon ^{[1
]}

机构：

[1] Honam Univ, Dept Informat & Commun Engn, Gwangsangu 506714, Gwangju, South Korea

来源：

NEUROCOMPUTING | 2013年 / 116卷

关键词：

Virtual interactive interview; Particle filter; Hand gesture recognition; NEURAL-NETWORKS; PALMPRINT RECOGNITION; POLYNOMIALS;

D O I：

10.1016/j.neucom.2011.10.046

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper presents an effective approach to real time hand tracking in dynamic environments of the virtual interactive interview system. Considering simplicity and practical feasibility, we perform hand tracking in the 2D image plane. An interviewer's hand motion recognition algorithm based on the particle filters is applied in this system. The particle filter is well operated for human hand motion recognition more than any other recognition algorithm. Through these experiments, we show that the proposed scheme is stable and works well in virtual interview system's environments. (C) 2012 Elsevier B.V. All rights reserved.

引用

页码：272 / 279

页数：8

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