• DocumentCode
    1785121
  • Title

    Automatic facial spirit classification for traditional Chinese medicine based on mutiple facial features

  • Author

    Chenyang Sun ; Hongkai Zhang ; Xiaoxin Qiu ; Qian Peng ; Zhumei Sun ; Wenqiang Zhang ; Fufeng Li

  • Author_Institution
    Shanghai Key Lab. of Intell. Inf., Fudan Univ., Shanghai, China
  • fYear
    2014
  • fDate
    2-5 Nov. 2014
  • Firstpage
    16
  • Lastpage
    21
  • Abstract
    This paper presents a new automatically quantitative facial features classification system for TCM spirit diagnosis based on facial features. Facial diagnosis is an important diagnostic method in TCM (Traditional Chinese Medicine) and has been used for a long time. However, this traditional diagnostic method is mainly based on observation by TCM doctors and their personal experience. To develop quantification methods for TCM is very important. First, we capture facial features from video images through some algorithms, and then we use some classification models to analyze them. Finally, IG (Information Gain) is used to analyse which kind of features has good performance. Experiment results show that our system has high classification accuracy.
  • Keywords
    biometrics (access control); face recognition; feature extraction; image fusion; image registration; medical image processing; medicine; IG analysis; Information Gain analysis; TCM facial diagnosis; TCM facial diagnostic method; TCM quantification method; automatic facial feature classification system; automatic facial spirit classification; experience-based TCM diagnostic method; facial feature-based TCM spirit diagnosis; high facial feature classification accuracy; multiple facial feature classification model; multiple facial feature classification system; observation-based TCM diagnostic method; quantitative facial feature classification system; traditional Chinese medicine spirit diagnosis; video image capture; Educational institutions; Face; Feature extraction; Iris recognition; Medical diagnostic imaging; Medical services; TCM objectification; artificial intelligence; eye detection; spirit diagnosis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioinformatics and Biomedicine (BIBM), 2014 IEEE International Conference on
  • Conference_Location
    Belfast
  • Type

    conf

  • DOI
    10.1109/BIBM.2014.6999314
  • Filename
    6999314