计算机应用与软件2017，Vol.34Issue(6)：169-175,186,8.DOI:10.3969/j.issn.1000-386x.2017.06.031
一种基于Leap Motion的非参数RDP检测算法
A NON-PARAMETRIC RDP DETECTION ALGORITHM BASED ON LEAP MOTION
摘要
Abstract
With the development of computer hardware and software and the popularization of application, human-computer interaction (HCI) is playing an increasingly important role in the field of museum, and has been attached great importance by academia and industry.In particular, the emergence of Leap Motion somatosensory controller, the application of human-computer interaction more extensive and mature.The operator can operate the device in a non-contact manner without using external devices such as a touch screen, a mouse, a keyboard, etc., so that the human-computer interaction is more friendly and convenient.In order to improve the accuracy and practicability of gesture recognition, a non-parametric Ramer-Douglas-Peucker (RDP) detection algorithm based on Leap Motion is proposed and applied to gesture recognition and compared with RDP algorithm.Experiments show that the non-parametric RDP detection algorithm can effectively identify the gesture and has good adaptability.关键词
非参数RDP检测算法/手势识别/Leap/Motion/人机交互Key words
Non-parametric RDP detection algorithm/Gesture recognition/Leap Motion/Human-computer interaction分类
信息技术与安全科学引用本文复制引用
张雪鉴,刘宏哲,黄先开,袁家政..一种基于Leap Motion的非参数RDP检测算法[J].计算机应用与软件,2017,34(6):169-175,186,8.基金项目
国家自然科学基金项目(61271369,61571045) （61271369,61571045）
国家科技支撑项目(2014BAK08B,2015BAH55F03) （2014BAK08B,2015BAH55F03）
北京市自然科学基金项目(4152018,4152016) （4152018,4152016）
北京联合大学人才强校计划人才资助项目(BPHR2014A04). （BPHR2014A04）
