期刊文献+
共找到2篇文章
< 1 >
每页显示 20 50 100
基于随机投影的加速度手势识别 被引量:5
1
作者 刘红 刘蓉 李书玲 《计算机应用》 CSCD 北大核心 2015年第1期189-193,共5页
针对手势交互中手势信号的相似性及不稳定性,设计并实现了一种基于随机投影(RP)的加速度手势识别方法。识别系统包含训练阶段和测试阶段:训练阶段运用动态时间规整(DTW)和近邻传播(AP)算法对训练集中的每一个手势迹创建样本中心;测试阶... 针对手势交互中手势信号的相似性及不稳定性,设计并实现了一种基于随机投影(RP)的加速度手势识别方法。识别系统包含训练阶段和测试阶段:训练阶段运用动态时间规整(DTW)和近邻传播(AP)算法对训练集中的每一个手势迹创建样本中心;测试阶段先通过计算未知手势迹与样本中心的距离找出候选姿势迹,然后用RP算法将候选手势迹和未知手势迹投影到低维子空间,把识别问题转换成l1-minimization问题来对未知的手势迹进行识别。在采集的2 400个数据样本上进行了基于特定人和非特定人的实验,结果表明所提算法分别取得了98.41%和96.67%的识别率,该方法能够有效识别加速度手势动作。 展开更多
关键词 手势识别 加速度手势 动态时间规整 近邻传播 随机投影
下载PDF
Analysis of Shock Acceleration by Dotting of Finger Braille and Influence of Postures of Receiver's Hand
2
作者 Yasuhiro Matsuda Tsuneshi Isomura 《Computer Technology and Application》 2013年第5期231-240,共10页
Finger Braille is one of the tactual communication media of deafblind people. In one-handed Finger Braille, a sender dots the left part of the Braille code on the Distal Interphalangeal (DIP) joints of the index, mi... Finger Braille is one of the tactual communication media of deafblind people. In one-handed Finger Braille, a sender dots the left part of the Braille code on the Distal Interphalangeal (DIP) joints of the index, middle and ring fingers of a receiver, and subsequently dots the right part of the Braille code on the Proximal Interphalangeal (PIP)joints of the same fingers. Because there is a small number of non-disabled people who are skilled in Finger Braille, deafblind people communicate in this medium only through an interpreter. We have been developing a Finger Braille recognition system using small piezoelectric accelerometers worn by the receiver To recognize the dotted positions (DIP or PIP joints), we have made a hypothesis that the dotting on the DIP joints causes a hard impact, and the dotting on the PIP joints causes a soft impact, when the receiver's hand forms a natural longitudinal arch on the desk. The difference of each impact is indicated by its damping amplitude ratio. In this paper, a measurement experiment about the postures of the receiver's hand was conducted. The postures of the receiver's hand were as follows: forming the natural longitudinal arch on the desk and fully contacting the desk. As a result, the dotting on the DIP joints of both postures caused the hard impacts; the dotting on the PIP joints caused the soft impact when the receiver's hand formed the natural longitudinal arch; the dotting on the PIP joints caused the hard impact when the receiver's hand fully contacted the desk. Therefore, we could verify the hypothesis. 展开更多
关键词 Finger Braille communication aid shock acceleration.
下载PDF
上一页 1 下一页 到第
使用帮助 返回顶部