AUTOMATIC EXTRACTION OF EYEBLINK FOR PSYCHOLOGICAL EXPERIMENT

被引:1
|
作者
TANABE, K
SUGIYAMA, M
机构
[1] Fukuyama Polytechnic College, Fukuyama
关键词
EYEBLINK; BLINK WAVE-FORM; COLOR INFORMATION; DYNAMIC IMAGES;
D O I
10.1002/scj.4690250405
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Eyeblink analysis using video tape recorders (VTR) is becoming prevalent in psychological research investigating the relationship between eyeblinks and the cognitive process. One issue faced in this methodology has been the automation of eyeblink detection. Therefore, in this paper, we propose a method for automatically extracting eyeblinks from dynamic images recorded by VTRs using image processing techniques. This method is based on the principle of monitoring temporal changes in color information on the surface of the eye that accompany blinking and extracting regions where the color information changes as the eyeblink regions. The feature of this method is to introduce color judgement tables to accelerate the processing speed of the color data comparison computations. Then, the extracted eyeblink regions are used to illustrate the effect of basic data that was extracted in relation to eyeblinks. A detection experiment was performed by first using the area of the eyeblink region (number of extracted pixels) extracted in each frame, determining whether a blink occurred in each frame, and specifying the eyeblink occurrence time. The result was 28 out of 30 eyeblinks were successfully detected. In addition, the blink waveforms measured to illustrate the individual characteristics of eyeblinks were detected for six subjects. We verified the representation of the progression of eyeblinks was, for the most part, favorable for the blink waveforms we obtained.
引用
收藏
页码:42 / 51
页数:10
相关论文
共 50 条
  • [1] Evaluation framework for automatic ontology extraction tools: An experiment
    Park, Jinsoo
    Cho, Wonchin
    Rho, Sangkyu
    ON THE MOVE TO MEANINGFUL INTERNET SYSTEMS 2007: OTM 2007 WORKSHOPS, PT 1, PROCEEDINGS, 2007, 4805 : 511 - +
  • [2] The psychological significance of human startle eyeblink modification: a review
    Filion, DL
    Dawson, ME
    Schell, AM
    BIOLOGICAL PSYCHOLOGY, 1998, 47 (01) : 1 - 43
  • [3] The eyeblink component of the startle response in attention, emotion and psychological disorders
    Andreassi, J. L.
    INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY, 2008, 69 (03) : 192 - 192
  • [4] Automatic extraction of similar poetry for study of literary texts: An experiment on Hindi poetry
    Prakash, Amit
    Singh, Niraj Kumar
    Saha, Sujan Kumar
    ETRI JOURNAL, 2022, 44 (03) : 413 - 425
  • [5] Psychological experiment
    不详
    ARCHIVES DE PSYCHOLOGIE, 1950, 33 (129) : 74 - 74
  • [6] EXPERIMENT IN PSYCHOLOGICAL INTERVENTION
    WOOD, D
    HARRIS, M
    PROSPECTS, 1977, 7 (04) : 512 - 527
  • [7] ON THE PSYCHOLOGY OF THE PSYCHOLOGICAL EXPERIMENT
    WARREN, N
    BULLETIN OF THE BRITISH PSYCHOLOGICAL SOCIETY, 1965, 18 (59): : A32 - A32
  • [8] AUTOMATIC EXPERIMENT CONTROL
    TEASCHNE.M
    BULLETIN D INFORMATIONS SCIENTIFIQUES ET TECHNIQUES, 1972, (166): : 53 - &
  • [9] AUTOMATIC CONTROL EXPERIMENT
    REKOFF, MG
    IEEE TRANSACTIONS ON EDUCATION, 1966, 9 (02) : 115 - 118
  • [10] Automatic ocular artifact rejection based on Independent Component Analysis and eyeblink detection
    Delsanto, S
    Lamberti, F
    Montrucchio, B
    1ST INTERNATIONAL IEEE EMBS CONFERENCE ON NEURAL ENGINEERING 2003, CONFERENCE PROCEEDINGS, 2003, : 309 - 312