• DocumentCode
    3740838
  • Title

    A study of learning data size for automatic face area detection in sequential thermal images

  • Author

    Tsuyoshi Takahashi;Bo Wu;Yoichi Kageyama;Makoto Nishida;Masaki Ishii

  • Author_Institution
    Department of Computer Science and Engineering, Graduate School of Engineering and Resource Science, Akita University, Akita, Japan
  • fYear
    2015
  • Firstpage
    412
  • Lastpage
    413
  • Abstract
    Chronological change of temperature on cheeks includes important information to detect an emotion occurrence. To measure the specific region of face skin temperature accurately, we have developed a face detection method from sequential thermal image acquired in 30fps. In this paper, we investigated minimum quantity of learning data that is sufficient to create a high accurate face area detector. The experimental results for five persons showed that high detection rate was obtained when using over 350 images.
  • Keywords
    "Face","Skin","Detectors","Data acquisition","Temperature measurement","Face detection","Yttrium"
  • Publisher
    ieee
  • Conference_Titel
    Consumer Electronics (GCCE), 2015 IEEE 4th Global Conference on
  • Type

    conf

  • DOI
    10.1109/GCCE.2015.7398530
  • Filename
    7398530
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3740838