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基于RGB&D传感器的手势与人脸识别智能轮椅控制系统 被引量:3

Gesture and Face Recognition Intelligent Wheelchair Control System Based on RGB-D Sensor
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摘要 目前,对轮椅驱动控制方法最为成熟的是基于操纵杆的控制模式。而随着人机交互技术的发展,越来越多的交互技术被应用到电动轮椅上。新技术用于实现新的轮椅人机交互方法与总控逻辑,如设备能以识别手势以及头部运动的方式感知用户的命令。基于此,开发一套自然交互控制轮椅逻辑。经过实验,动态条件下轮椅的手势识别率在90%以上。 At present,the most mature method of wheelchair drive control is the control based on joystick.With the development of human-computer interaction technology,more and more interaction technologies are applied to electric wheelchairs.The new technology is used to realize new wheelchair human-computer interaction methods and general control logic,such as the equipment can perceive the user's commands in the way of recognizing gestures and head movement.Based on this developing a set of natural interactive control logic.Through experiments,the gesture recognition rate of wheelchair under dynamic conditions is more than 90%.
作者 万昔源 WAN Xi-yuan(Yiwu Industrial&Commercial College,Yiwu Innovation Research Institute,Yiwu Zhejiang 322000,China)
出处 《河北软件职业技术学院学报》 2021年第4期11-15,共5页 Journal of Hebei Software Institute
基金 2021年度义乌工商职业技术学院校级科研项目“智能轮椅控制系统研究”(YB2021JD622-01)。
关键词 机器视觉 智能控制 人机交互 machine vision intelligent control human-computer interaction
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  • 1刘进,张天序.图像不变矩的推广[J].计算机学报,2004,27(5):668-674. 被引量:47
  • 2齐颖.一次指数平滑模型预测法及实际应用[J].北京机械工业学院学报,2004,19(4):50-53. 被引量:9
  • 3Van den Bergh M, Van Gool L. Combining RGB and ToF cameras for real-time 3D hand gesture interaction[C]//IEEE Workshop on Application of Computer Vision. Piscataway, N J, USA: IEEE, 2011: 66-72.
  • 4Pang Y Y, Ismail N A, Gilbert P L S. A real time vision-based hand gesture interaction[C]//4th Asia International Conference on Mathematical/Analytical Modelling and Computer Simulation. Piscataway, NJ, USA: IEEE, 2010: 237-242.
  • 5Kao M C, Li T H S. Design and implementation of interaction system between humanoid robot and human hand gesture[C]//Proceeding of SICE Annual Conference. Piscataway, NJ, USA: IEEE, 2010: 1616-1621.
  • 6Lee S, Choi J, Oh S, et al. A real-time 3D IR camera based on hierarchical orthogonal coding[C]//IEEE International Conference on Robotics and Automation. Piscataway, NJ, USA: IEEE, 2006: 2035-2040.
  • 7Huang J, Ma Z, Hu Y, et al. Robotic 3D structured light scanning system based on external axle[C]//International Conference on Intelligent Computation Technology and Automation. Piscataway, NJ, USA: IEEE, 2008:1126-1129.
  • 8Hu M K. Visual pattem recognition by moment invariants[J]. IRE Transactions on Information Theory, 1962, 8(2): 179-187.
  • 9Murthy G R S, Jadon R S. Hand gesture recognition using neural networks[C]//2nd International Advance Computing Conference. Piscataway, NJ, USA: IEEE, 2010: 134-138.
  • 10HanJiawei KamberM 范明 孟小峰 译.数据挖掘:概念与技术[M].北京:机械工业出版社,2003.279-285.

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