CFP last date
22 April 2024
Call for Paper
May Edition
IJCA solicits high quality original research papers for the upcoming May edition of the journal. The last date of research paper submission is 22 April 2024

Submit your paper
Know more
Reseach Article

Enhancing an Eye-Tracker based Human-Computer Interface with Multi-modal Accessibility Applied for Text Entry

by Jai Vardhan Singh, Girijesh Prasad
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 130 - Number 16
Year of Publication: 2015
Authors: Jai Vardhan Singh, Girijesh Prasad
10.5120/ijca2015907194

Jai Vardhan Singh, Girijesh Prasad . Enhancing an Eye-Tracker based Human-Computer Interface with Multi-modal Accessibility Applied for Text Entry. International Journal of Computer Applications. 130, 16 ( November 2015), 16-22. DOI=10.5120/ijca2015907194

@article{ 10.5120/ijca2015907194,
author = { Jai Vardhan Singh, Girijesh Prasad },
title = { Enhancing an Eye-Tracker based Human-Computer Interface with Multi-modal Accessibility Applied for Text Entry },
journal = { International Journal of Computer Applications },
issue_date = { November 2015 },
volume = { 130 },
number = { 16 },
month = { November },
year = { 2015 },
issn = { 0975-8887 },
pages = { 16-22 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume130/number16/23293-2015907194/ },
doi = { 10.5120/ijca2015907194 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:25:46.776234+05:30
%A Jai Vardhan Singh
%A Girijesh Prasad
%T Enhancing an Eye-Tracker based Human-Computer Interface with Multi-modal Accessibility Applied for Text Entry
%J International Journal of Computer Applications
%@ 0975-8887
%V 130
%N 16
%P 16-22
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

In natural course, human beings usually make use of multi-sensory modalities for effective communication or efficiently executing day-to-day tasks. For instance, during verbal conversations we make use of voice, eyes, and various body gestures. Also effective human-computer interaction involves hands, eyes, and voice, if available. Therefore by combining multi-sensory modalities, we can make the whole process more natural and ensure enhanced performance even for the disabled users. Towards this end, we have developed a multi-modal human-computer interface (HCI) by combining an eye-tracker with a soft-switch which may be considered as typically representing another modality. This multi-modal HCI is applied for text entry using a virtual keyboard appropriately designed in-house, facilitating enhanced performance. Our experimental results demonstrate that using multi-modalities for text entry through the virtual keyboard is more efficient and less strenuous than single modality system and also solves the Midas-touch problem, which is inherent in an eye-tracker based HCI system where only dwell time is used for selecting a character.

References
  1. Johansen A S and Hansen J P 2006 Augmentative and alternative communication: the future of text on the move Universal Access in the Information Society 5 125-49
  2. Zhai S, Morimoto C and Ihde S 1999 Manual and gaze input cascaded (MAGIC) pointing Proc. of the SIGCHI Conf. on Human Factors in Computing Systems CHI ‘99 (Pittsburgh) (New York: ACM) pp 246-53
  3. Jacob R J K 1991 The use of eye movements in human-computer interaction techniques: what you look at is what you get ACM T. Inform. Syst. 9 152-69
  4. Hansen D W and Ji Q 2010 In the eye of the beholder: A survey of models for eyes and gaze IEEE Trans. Pattern Anal. Mach. Intell. 32 478-500
  5. Sibert L E and Jacob R J K 2000 Evaluation of eye gaze interaction Proc. of the SIGCHI Conf. on Human Factors in Computing Systems CHI ’00 (Hague) (New York: ACM) pp 281-8
  6. Murata A 2006 Eye‐gaze input versus mouse: Cursor control as a function of age International Journal of Human‐Computer Interaction 21 1-14
  7. Duchowski A T 2002 A breadth-first survey of eye-tracking applications Behavior Research Methods, Instruments, & Computers 34 455-70
  8. Majaranta P and Räihä K -J 2002 Twenty years of eye typing: systems and design issues Proc. of the 2002 Symp. on Eye Tracking Research & Applications ETRA'02 (New Orleans) (New York: ACM) pp 15-22
  9. Tuisku O, Majaranta P, Isokoski P and Räihä K –J 2008 Now Dasher! Dash away!: longitudinal study of fast text entry by Eye Gaze Proc. of the 2008 Symp. on Eye Tracking Research & Applications ETRA ’08 (Savannah) (New York: ACM) pp 19-26
  10. Ward D J and Mackay D J C 2002 Fast hands-free writing by gaze direction Nature 418 838 (arXiv preprint cs/0204030)
  11. Kumar M, Paepcke A and Winograd T 2007 EyePoint: practical pointing and selection using gaze and keyboard Proc. of the SIGCHI Conf. on Human Factors in Computing Systems CHI '07 (San Jose) (New York: ACM) pp 421-30
  12. Istance H, Bates R, Hyrskykari A and Vickers S 2008 Snap clutch, a moded approach to solving the Midas touch problem Proc. of the 2008 Symp. on Eye Tracking Research & Applications ETRA ’08 (Savannah) (New York: ACM) pp 221-8
  13. Chapman, J E 1991 Use of an eye-operated computer system in locked-in syndrome In Proc. of the Sixth Annual International Conference on Technology and Persons with Disabilities CSUN’91(Los Angeles)
  14. Majaranta P, MacKenzie I S, Aula A and Räihä K -J 2006 Effects of feedback and dwell time on eye typing speed and accuracy Universal Access in the Information Society  5 199-208
  15. Bee N and André E 2008 Writing with your eye: A dwell time free writing system adapted to the nature of human eye gaze Perception in Multimodal Dialogue Systems vol 5078, ed E André et al (Berlin Heidelberg: Springer) pp 111-22
  16. Shein, G F 1997 Towards task transparency in alternative computer access: selection of text through switch-based scannjng PhD diss., University of Toronto
  17. Majaranta P and Räihä K –J 2007 Text entry by gaze: Utilizing eye-tracking Text Entry Systems: Mobility, Accessibility, Universality (San Francisco: Morgan Kaufmann Publishers Inc) pp 175-87
  18. Hansen J P, Tørning K, Johansen A S, Itoh K and Aoki H 2004 Gaze typing compared with input by head and hand Proc. of the 2004 Symp. on Eye Tracking Research & Applications ETRA '04 (New York: ACM) pp 131-8
  19. Pannasch S, Helmert J R, Malischke S, Storch A and Velichkovsky B M 2008 Eye typing in application: A comparison of two systems with ALS patients Journal of Eye Movement Research 2 1-8
  20. Bolt R A 1980 Put-that-there: Voice and gesture at the graphics interface Proc. of the 7th Annual Conf. on Computer Graphics and Interactive Techniques SIGGRAPH '80 (New York: ACM)
  21. Špakov O and Miniotas D 2004 On-line adjustment of dwell time for target selection by gaze  Proc. of the Third Nordic Conf. on Human-Computer Interaction NordiCHI '04(Tampere) (New York: ACM) pp 203-6
  22. Majaranta P, Ahola U -K and Špakov O 2009 Fast gaze typing with an adjustable dwell time  Proc. of the SIGCHI Conf. on Human Factors in Computing Systems CHI ’09 (Boston) (New York: ACM) pp 357-60
  23. Sharma R, Pavlovic V I and Huang T S 1998 Toward multimodal human-computer interface Proc. IEEE 86 853-69
  24. Oviatt S 2003 Advances in robust multimodal interface design IEEE Comput. Graph. Appl. 23 62-8
  25. Kaur M, Tremaine M, Huang N, Wilder J, Gacovski Z, Flippo F and Mantravadi C S 2003 Where is it? Event synchronization in gaze-speech input systems Proc. of the 5th Int. Conf. on Multimodal Interfaces ICMI ’03 (Vancouver) (New York: ACM) pp 151-8
  26. Oviatt S, DeAngeli A and Kuhn K 1997 Integration and synchronization of input modes during multimodal human-computer interaction Proc. of the ACM SIGCHI Conf. on Human Factors in Computing Systems CHI '97 (Atlanta) (New York: ACM) pp 415-22
  27. Maglio P P, Matlock T, Campbell C S, Zhai S and Smith B A 2000 Gaze and speech in attentive user interfaces In Advances in Multimodal Interfaces—ICMI 2000 vol 1948, ed T Tan et al (Berlin Heidelberg: Springer) pp 1-7
  28. Prabhu V and Prasad G 2011 Designing a virtual keyboard with multi-modal access for people with disabilities 2011 World Congress on Information and Communication Technologies (WICT) (Mumbai) (USA: IEEE) pp 1133-8
  29. MacKenzie I S and Zhang X 2008 Eye typing using word and letter prediction and a fixation algorithm  Proc. of the 2008 Symp. on Eye Tracking Research & Applications ETRA ’08 (Savannah) (New York: ACM) pp 55-8
  30. Soukoreff R W and MacKenzie I S 2001 Measuring errors in text entry tasks: an application of the Levenshtein string distance statistic CHI '01 Extended Abstracts on Human Factors in Computing Systems (Seattle) (New York: ACM) pp 319-20
  31. MacKenzie I S 2002 KSPC (keystrokes per character) as a characteristic of text entry techniques Human Computer Interaction with Mobile Devices vol 2411, ed F Paternò (Berlin Heidelberg: Springer) pp 195-210
  32. Soukoreff R W and MacKenzie I S 2003 Metrics for text entry research: an evaluation of MSD and KSPC, and a new unified error metric Proc. of the SIGCHI Conf. on Human Factors in Computing Systems CHI ’03 (Florida) (New York: ACM) pp 113-20
  33. Ware C and Mikaelian H H 1987 An evaluation of an eye tracker as a device for computer input2 Proc. of the SIGCHI/GI Conf. on Human Factors in Computing Systems and Graphics Interface CHI '87 (Toronto) (New York: ACM) pp 183-8
  34. Porta M and Turina M 2008 Eye-S: a full-screen input modality for pure eye-based communication Proc. of the 2008 Symp. on Eye Tracking Research & Applications ETRA ’08 (Savannah) (New York: ACM) pp 27-34
  35. Urbina M H and Huckauf A 2010 Alternatives to single character entry and dwell time selection on eye typing Proc. of the 2010 Symp. on Eye Tracking Research & Applications ETRA ’10 (Austin) (New York: ACM) pp 315-22
  36. Helmert J R, Pannasch S and Velichkovsky B M 2008 Influences of dwell time and cursor control on the performance in gaze driven typing Journal of Eye Movement Research 2 1-8
  37. Zhao X A, Guestrin E D, Sayenko D, Simpson T, Gauthier M and Popovic M R 2012 Typing with eye-gaze and tooth-clicks Proc. of the 2012 Symp. on Eye Tracking Research & Applications ETRA ’12 (Santa Barbara) (New York: ACM) pp 341-4
  38. The View Point EyeTracker®: http://www.arringtonresearch.com/
  39. AbleData : http://www.abledata.com/abledata.cfm?pageid=113582&orgid=109986 , Accessed on Feb 11,2014
  40. Soft Switch : http://www.abledata.com/abledata.cfm?pageid=113583⊤=0&productid=96746&trail=0, Accessed on Feb 11,2014
  41. USB Switch Interface : http://www.abledata.com/abledata.cfm?pageid=19327⊤=15584&ksectionid=0&productid=75667&trail=22,11114,11131&discontinued=0 , Accessed on Feb 11,2014
  42. Abbott W W and Faisal A A 2012 Ultra-low-cost 3D gaze estimation: an intuitive high information throughput compliment to direct brain–machine interfaces J. Neural Eng. 9 046016
  43. Morimoto C H and Amir A 2010 Context switching for fast key selection in text entry applications Proc. of the 2010 Symp. on Eye Tracking Research & Applications ETRA ’10 (Austin) (New York: ACM) pp 271-4
  44. Vertanen K and MacKay D J C 2010 Speech dasher: fast writing using speech and gaze Proc. of the SIGCHI Conf. on Human Factors in Computing Systems CHI ’10 (Atlanta) (New York: ACM) pp 595-8
  45. Beelders T R and Blignaut P J 2012 Measuring the performance of gaze and speech for text input Proc. of the 2012 Symp. on Eye Tracking Research & Applications ETRA ’12 (Santa Barbara) (New York: ACM) pp 337-40
  46. Hoste L, Dumas B and Signer B 2012 SpeeG: a multimodal speech-and gesture-based text input solution Proc. of the Int. Working Conf. on Advanced Visual Interfaces AVI ’12 (Capri Island, Italy) (New York: ACM) pp 156-63
  47. Kumar A, Paek T and Lee B 2012 Voice typing: a new speech interaction model for dictation on touchscreen devices Proc. of the SIGCHI Conf. on Human Factors in Computing Systems CHI ’12 (Austin) (New York: ACM) pp 2277-86
Index Terms

Computer Science
Information Sciences

Keywords

Multi-modal eye-tracker HCI eye typing eye-gaze.