DocumentCode :
505012
Title :
Image processing based remote control with robot arm simulator
Author :
Zhang, Jiafeng ; Zhang, Feifei ; Ito, Masanori
Author_Institution :
Tokyo Univ. of Marine Sci. & Technol., Tokyo, Japan
fYear :
2009
fDate :
18-21 Aug. 2009
Firstpage :
2344
Lastpage :
2348
Abstract :
Motion estimation provides an attractive choice to cumbersome interface devices for human computer interaction (HCI). Worthy of note, visual recognition of hand gestures can help achieving in an easy and natural way for interaction between human and computer. The interfaces of HCI and other virtual reality systems depend on accurate, real-time hand and fingertip tracking for association between real objects and relative digital information. They cost expensively and complicated operations make them troublesome. We are developing a real-time, view-based gesture recognition system. Optical flow is estimated and segmented into motion fragments. Using artificial neural network (ANN), it can compute and estimate the motion of gesture. Comparing with the traditional approaches, theoretical and experimental results show that this method has more simple hardware and algorithm demands but more effectiveness. It can be used in remote control system for understanding the human body languages.
Keywords :
gesture recognition; human computer interaction; image segmentation; image sequences; manipulators; motion estimation; neural nets; robot vision; telerobotics; virtual reality; artificial neural network; fingertip tracking; human computer interaction; image processing; interface devices; motion estimation; optical flow estimation; optical flow segmentation; real-time hand tracking; remote control system; robot arm simulator; view-based gesture recognition system; virtual reality systems; Artificial neural networks; Computational modeling; Costs; Human computer interaction; Image processing; Motion estimation; Process control; Real time systems; Robot control; Virtual reality; ANN; motion estimation; optical flow; remote control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
ICCAS-SICE, 2009
Conference_Location :
Fukuoka
Print_ISBN :
978-4-907764-34-0
Electronic_ISBN :
978-4-907764-33-3
Type :
conf
Filename :
5335126
Link To Document :
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