Name
Title | ||
|---|---|---|
An electrooculogram based assistive communication system with improved speed and accuracy using multi-directional eye movements |
Abstract | ||
|---|---|---|
Human-Computer Interface (HCI) enables people to control computer applications using bio-electric signals recorded from the body. HCI can be a potential tool for people with severe motor disabilities to communicate to external world through bio-electric signals. In an Electrooculogram (EOG) based HCI, signals during various eye (cornea) movements are employed to generate control signals. This paper presents the design of an EOG-based typing system which uses a virtual keyboard for typing letters on the monitor using 8 types of distinct EOG patterns. Identification of EOG pattern is based on the amplitude and timing of positive and negative components within the signal. Experimental results show that proposed EOG-based typing system achieves a higher typing speed of 15 letters/min and an improved accuracy of 95.2% compared to the state-of art method that has a typing speed of 12.1 letters/min and accuracy of 90.4%. |
Year | DOI | Venue |
|---|---|---|
2012 | 10.1109/TSP.2012.6256356 | Telecommunications and Signal Processing |
Keywords | Field | DocType |
electro-oculography,graphical user interfaces,handicapped aids,human computer interaction,keyboards,medical signal processing,EOG pattern identification,EOG-based typing system,HCI,bioelectric signal,computer application control,control signal generation,cornea movement signals,electrooculogram based assistive communication system,eye movement signals,human-computer interface,letter typing,multidirectional eye movements,negative component timing,positive component amplitude,severe motor disability,virtual keyboard,Electrooculogram,Eye movements,Graphical User Interface,Human Computer Interface,Virtual keyboard | Computer vision,Computer science,Communications system,Electrooculography,Graphical user interface,Eye movement,Typing,Artificial intelligence,Virtual keyboard,Electro-oculography,Signal processing algorithms | Conference |
ISBN | Citations | PageRank |
978-1-4673-1117-5 | 4 | 0.54 |
References | Authors | |
3 | 3 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Divya Swami Nathan | 1 | 4 | 0.54 |
| A. Prasad Vinod | 2 | 328 | 50.06 |
| Kavitha P. Thomas | 3 | 70 | 7.68 |