Eye-Gaze Tracking based Interaction in India

被引:3
|
作者
Biswas, Pradipta [1 ]
Langdon, Pat [1 ]
机构
[1] Univ Cambridge, Engn Design Ctr, Cambridge CB2 1TN, England
来源
6TH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN COMPUTER INTERACTION, IHCI 2014 | 2014年 / 39卷
关键词
Eye gaze tracking; Target prediction; HCI in India; Neural Network;
D O I
10.1016/j.procs.2014.11.010
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a case study of using eye-gaze tracking based interaction for Indian computer-novice users. Introduction of interactive technologies were not synchronous in developed and developing countries, resulting in India a middle-aged population, who did not 'grow up' with technology and find existing computer interfaces and interaction devices counter-intuitive. We investigated how these users interact with an eye-gaze tracker, which has potential to be more intuitive than a mouse or touchpad. During the study, we designed and validated a new target prediction model and used the model in implementing a design bed. The design bed was used to develop interfaces for common computing tasks like shopping, banking, travelling and so on. Our study found that novice users can undertake pointing and selection tasks significantly faster using the eye-gaze tracker than mouse at a cost of higher but statistically non-significant cognitive load. We also conducted a longitudinal study which found users can reach their optimum speed (about 2 secs per selection) within approximately 20 minutes with less than 5% error rate.
引用
收藏
页码:59 / 66
页数:8
相关论文
共 50 条
  • [41] Adaptive wavelet eye-gaze based video compression
    Farid, M
    Kurugollu, F
    Murtagh, F
    OPTP-IRELAND 2002: OPTICAL METROLOGY, IMAGING, AND MACHINE VISION, 2003, 4877 : 255 - 263
  • [42] Eye searching technique for video-based eye-gaze detection
    Marui, T
    Ebisawa, Y
    PROCEEDINGS OF THE 20TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOL 20, PTS 1-6: BIOMEDICAL ENGINEERING TOWARDS THE YEAR 2000 AND BEYOND, 1998, 20 : 744 - 747
  • [43] Turn-alignment using eye-gaze and speech in conversational interaction
    Jokinen, Kristiina
    Harada, Kazuaki
    Nishida, Masafumi
    Yamamoto, Seiichi
    11TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION 2010 (INTERSPEECH 2010), VOLS 3 AND 4, 2010, : 2018 - +
  • [44] AWARENESS EVALUATION OF PATIENTS IN VEGETATIVE STATE EMPLOYING EYE-GAZE TRACKING SYSTEM
    Kunka, Bartosz
    Czyzewski, Andrzej
    Kwiatkowska, Agnieszka
    INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS, 2012, 21 (02)
  • [45] Psychophysics of perceiving eye-gaze and head direction with peripheral vision: Implications for the dynamics of eye-gaze behavior
    Loomis, Jack M.
    Kelly, Jonathan W.
    Pusch, Matthias
    Bailenson, Jeremy N.
    Beall, Andrew C.
    PERCEPTION, 2008, 37 (09) : 1443 - 1457
  • [46] Development of an Eye-Gaze Controlled Interface for Surgical Manipulators Using Eye-Tracking Glasses
    Yip, Hiu Man
    Navarro-Alarcon, David
    Liu, Yun-hui
    2016 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS (ROBIO), 2016, : 1900 - 1905
  • [47] RESPONSE BIASES IN EYE-GAZE PERCEPTION
    MARTIN, W
    ROVIRA, M
    JOURNAL OF PSYCHOLOGY, 1982, 110 (02): : 203 - 209
  • [48] Eye-Tracking for Avatar Eye-Gaze and Interactional Analysis in Immersive Collaborative Virtual Environments
    Steptoe, William
    Wolff, Robin
    Murgia, Alessio
    Guimaraes, Estefania
    Rae, John
    Sharkey, Paul
    Roberts, David
    Steed, Anthony
    CSCW: 2008 ACM CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK, CONFERENCE PROCEEDINGS, 2008, : 197 - +
  • [49] USER-CALIBRATION-FREE REMOTE EYE-GAZE TRACKING SYSTEM WITH EXTENDED TRACKING RANGE
    Model, Dmitri
    Eizenman, Moshe
    2011 24TH CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (CCECE), 2011, : 1268 - 1271
  • [50] A free geometry model-independent neural eye-gaze tracking system
    Gneo, Massimo
    Schmid, Maurizio
    Conforto, Silvia
    D'Alessio, Tommaso
    JOURNAL OF NEUROENGINEERING AND REHABILITATION, 2012, 9