• DocumentCode
    717439
  • Title

    An innovative framework for rare neurodegenerative diseases analysis

  • Author

    Bevilacqua, Vitoantonio ; Grimaldi, Gianluca ; Semeraro, Davide ; Simeone, Sergio ; Delussi, Marianna ; de Tommaso, Marina

  • Author_Institution
    Dipt. di Ing. Elettr. e dell´Inf., Politec. di Bari, Bari, Italy
  • fYear
    2015
  • fDate
    7-9 May 2015
  • Firstpage
    555
  • Lastpage
    559
  • Abstract
    In this paper we introduce a new non-invasive, inexpensive and functional tool in order to support physicians and specialists during visits of patients who are affected by neurodegenerative diseases, as well as Huntington´s one. The proposed framework succeeds in automatizing International Affective Picture System (IAPS) test which consists of two phases: the first allows to show a sub set of pictures stored in a database, while the second takes note of Self Assessment Manikin scale evaluations; during the session, the patient´s face is captured by a webcam for extracting emotional features for each frame. This framework, therefore, saves data in a SQLite Database. The proposed framework provides a medical efficient evaluation to evaluate the emotional impairment in these patients by comparing the results given by facial expressions analyzer and those given by the leading layer themselves in a long observation period.
  • Keywords
    biomedical optical imaging; diseases; emotion recognition; feature extraction; medical image processing; neurophysiology; Huntington´s disease; IAPS; International Affective Picture System test; SQLite Database; Self Assessment Manikin scale evaluations; emotional feature extraction; emotional impairment; facial expression analyzer; functional tool; noninvasive tool; patient face; rare neurodegenerative disease analysis; webcam; Databases; Diseases; Face; Feature extraction; Graphical user interfaces; High definition video; Webcams; Emotion Recognition; Emotional Facial Expression Recognition; Huntington´s Disease; IAPS;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Medical Measurements and Applications (MeMeA), 2015 IEEE International Symposium on
  • Conference_Location
    Turin
  • Type

    conf

  • DOI
    10.1109/MeMeA.2015.7145265
  • Filename
    7145265