• DocumentCode
    686333
  • Title

    Estimation for presented images by EEGs during recongition and recalling

  • Author

    Yamanoi, Takashi ; Tanaka, Yuichi ; Toyoshima, Hisashi ; Otsuki, Masatsugu ; Ohnishi, Shin-ichi ; Yamazaki, Tsutomu ; Sugeno, Michio

  • Author_Institution
    Grad. Sch. of Eng., Hokkai-Gakuen Univ., Sapporo, Japan
  • fYear
    2013
  • fDate
    6-8 Dec. 2013
  • Firstpage
    370
  • Lastpage
    373
  • Abstract
    The present authors recorded electroencephalograms (EEGs) from subjects viewing four types of line drawings of body part, tetrapod, home appliance, that were presented on a CRT. The authors investigated a single trial EEGs of the subject precisely after the latency at 400 ms, and determined effective sampling latencies for the discriminant analysis to some types of images. They sampled EEG data at latencies from 400 ms to 900 ms at 25 ms intervals by the four channels such as Fp2, F4, C4 and F8. Data were resampled -1 ms and -2 ms backward. Results of the discriminant analysis with jack knife method for four type objective varieties, the discriminant rates for two subjects were more than 95 %.
  • Keywords
    electroencephalography; image recognition; image sampling; medical image processing; CRT; EEG; discriminant analysis; discriminant rate; electroencephalograms; jack knife method; line drawings; sampling latency; Ear; Educational institutions; Electrodes; Electroencephalography; Fingers; Foot; Mouth; canonaical discriminant analysis; image estimation; single trial electroencephalograms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Theory and Its Applications (iFUZZY), 2013 International Conference on
  • Conference_Location
    Taipei
  • Type

    conf

  • DOI
    10.1109/iFuzzy.2013.6825467
  • Filename
    6825467