现代电子技术2016，Vol.39Issue(17)：26-29,34,5.DOI:10.16652/j.issn.1004-373x.2016.17.007
基于计算机视觉的3D手势交互系统
3D gesture interactive system based on computer vision
霍鹏飞1
作者信息
- 1. 南阳师范学院 珠宝玉雕学院，河南 南阳 473061
- 折叠
摘要
Abstract
With the wide development of the computer,the keyboard,mouse and other traditional human⁃computer interaction modes are difficult to meet the users′ natural and convenient interaction needs. The study on the applications of gesture modeling, hand tracking and gesture interactive system has become a hotspot. A simplified 2D hand model is proposed in this paper,in which the hand is modeled as the palm point and 5 fingers. A hand tracking method based on particle swarm optimization(PSO) algorithm was designed,and the PSO hand tracking based on 2D/3D hand model was realized by modeling the physiology and kine⁃matics constraint relation of the hand. The framework of this gesture interactive system has applicability and scalability. It fused the semantics and feedback information,and improved the robustness of hand tracking and accuracy of gesture recognition.关键词
人手跟踪/人机交互/手势识别/粒子群优化/计算机视觉Key words
hand tracking/human-computer interaction/gesture recognition/particle swarm optimization/computer vision分类
信息技术与安全科学引用本文复制引用
霍鹏飞..基于计算机视觉的3D手势交互系统[J].现代电子技术,2016,39(17):26-29,34,5.
