高技术通讯2017，Vol.27Issue(3)：261-268,8.DOI:10.3772/j.issn.1002-0470.2017.03.009
基于虚拟试验箱的康复手势识别算法研究
Research on an algorithm for hand gesture recognition based on virtual experiment box
丁伟利 1胡艳玲 1申亚辉 1刘洪海2
作者信息
- 1. 燕山大学电气工程学院 秦皇岛市 066004
- 2. 上海交通大学机械与动力工程学院 上海 200240
- 折叠
摘要
Abstract
The hand gesture recognition method based on an independently developed hand rehabilitation training system was studied, and a new rehabilitation gesture recognition algorithm based on virtual test box was proposed through the analysis of the hand movement and control of the patients with hand dysfunction to overcome existing algorithms'' problems of too simple and without pertinence.The core of the algorithm is using a camera to capture different gestures and achieve the location of hands and rehabilitation equipment with an auxiliary marker board.The processor of the algorithm based on improved shape context recognition can achieve the rehabilitation gesture recognition, and control the virtual scene in the object to make the corresponding response.The algorithm can currently distinguish the gestures of push, pull, drape, lifting and two finger pinch and compare the recognition with the existing algorithms.The experiment results show that the proposed algorithm can improve the recognition rate and is more targeted in gesture recognition.关键词
虚拟康复/试验箱/手势/手势识别/识别算法Key words
virtual rehabilitation/test box/gesture/hand gesture recognition/recognition algorithm引用本文复制引用
丁伟利,胡艳玲,申亚辉,刘洪海..基于虚拟试验箱的康复手势识别算法研究[J].高技术通讯,2017,27(3):261-268,8.
