DocumentCode :
2578623
Title :
Extension of desktop control to robot control by eye blinks using Support Vector Machine (SVM)
Author :
Soundari, B. Naga ; Nandakumar, M. ; Nivetha, R. ; Rajakumari, K.
Author_Institution :
Dept. of IT, SNS Coll. of Technol., Coimbatore, India
fYear :
2011
fDate :
3-5 June 2011
Firstpage :
1121
Lastpage :
1125
Abstract :
To issues related to Accessibility, which should eliminate, or at least reduce, the distance between disabled people and technology. However, particularly for severely-impaired persons, there are still many challenges that must be overcome. In this paper we present eye tracking as a valuable support for disability in the accomplishment of hands-free tasks. Moreover, we stress the potentials of eye-based interfaces to enhance the user-machine interaction process in “traditional” activities based on keyboard and mouse. Through the description of some of the projects we have recently developed a robot which can move according to the movements of the eye balls and can be triggered with some actions based on the eyeblinks.
Keywords :
eye; handicapped aids; human computer interaction; keyboards; mouse controllers (computers); robots; support vector machines; user interfaces; SVM; desktop control; disability support; disabled people; eye balls; eye blinks; eye tracking; eye-based interfaces; eyeblinks; hands-free tasks; keyboard; mouse; robot control; severely-impaired persons; support vector machine; user-machine interaction process; Face; Mice; Nose; Principal component analysis; Robots; Support vector machines; Transforms; Accessibility; Eye based interfaces; Eye blinks; Eye input; Eye tracking; Hough Transform; PCA (Principal Component Analysis); Remote signal transfer; SVM (Support Vector Machine);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Recent Trends in Information Technology (ICRTIT), 2011 International Conference on
Conference_Location :
Chennai, Tamil Nadu
Print_ISBN :
978-1-4577-0588-5
Type :
conf
DOI :
10.1109/ICRTIT.2011.5972419
Filename :
5972419
Link To Document :
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