• DocumentCode
    699041
  • Title

    Facial Behavior Recognition Using Soft Computing Techniques: A Survey

  • Author

    Kantharia, Khyati J. ; Prajapati, Ghanshyam I.

  • Author_Institution
    Dept. of Inf. Technol., Shri S´ad Vidya Mandal Inst. of Technol., Bharuch, India
  • fYear
    2015
  • fDate
    21-22 Feb. 2015
  • Firstpage
    30
  • Lastpage
    34
  • Abstract
    Human facial behaviour recognition can be defined as the process of identifying human internal feelings or mood from the classification of facial expression and gesture. Human facial expression and gesture recognition have a many real world applications such as Human Machine Intelligent Interaction (HMII), Smart rooms, Advance Driver Assistance Systems (ADAS), Intelligent Robotics, Monitoring and Surveillance, Gaming, Research on pain and depression, Health support appliances. Facial Expression Recognition is challenging problem up till now because of many reasons, moreover, it consists of three sub challenging tasks face detection, facial feature extraction and expression classification. Soft computing is a computer science field that applies to the problem whose solution is unpredictable or inexact. Digital image processing works effectively together with soft computing techniques to improve efficiency of recognizing human facial behaviour through machine. This paper gives a review on the mechanisms of human facial behavior recognition using soft computing techniques, which includes a brief detail on framework, literature survey and key issues in facial behaviour recognition using soft computing.
  • Keywords
    behavioural sciences computing; emotion recognition; face recognition; feature extraction; image classification; neural nets; computer science field; digital image processing; face detection; facial expression classification; facial expression recognition; facial feature extraction; gesture classification; gesture recognition; human facial behaviour recognition; human internal feeling identification; human internal mood identification; soft computing techniques; Emotion recognition; Face; Face detection; Face recognition; Feature extraction; Image recognition; Neural networks; Classification; Face Detection; Feature Extraction; Soft Computing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Computing & Communication Technologies (ACCT), 2015 Fifth International Conference on
  • Conference_Location
    Haryana
  • Print_ISBN
    978-1-4799-8487-9
  • Type

    conf

  • DOI
    10.1109/ACCT.2015.132
  • Filename
    7079047