DocumentCode :
717421
Title :
Three-dimensional gesture interactive system design of home automation for physically handicapped people
Author :
Yu-Cheng Fan ; Hung-Kuan Liu
Author_Institution :
Dept. of Electron. Eng., Nat. Taipei Univ. of Technol., Taipei, Taiwan
fYear :
2015
fDate :
7-9 May 2015
Firstpage :
432
Lastpage :
435
Abstract :
In this paper, we propose a three-dimensional gesture interactive system design of home automation for physically handicapped people. In order to provide a convenient and comfortable environment, we design a finger and hand gesture user interface for physically handicapped people based on stereo cameras to achieve remote control and gesture recognition system. We use stereo camera to capture stereo image and calculate disparity map and depth map for supplying physically handicapped people a real-time interface based on hand gesture and finger action. The system can achieve 93% accuracy of eight direction function, 93.75% accuracy of zoom function, and 90% accuracy of click function. The experimental results prove the efficiency of the proposed system.
Keywords :
biomedical optical imaging; gesture recognition; handicapped aids; image capture; image sensors; medical control systems; medical image processing; palmprint recognition; stereo image processing; finger user interface; hand gesture user interface; home automation; physically handicapped people; remote control; stereo cameras; stereo image capturing; three-dimensional gesture interactive system design; three-dimensional gesture recognition system; Accuracy; Conferences; Image color analysis; Interactive systems; Skin; Thumb; Gesture; home automation; physically handicapped people; stereo camera;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Medical Measurements and Applications (MeMeA), 2015 IEEE International Symposium on
Conference_Location :
Turin
Type :
conf
DOI :
10.1109/MeMeA.2015.7145242
Filename :
7145242
Link To Document :
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