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文章基本信息

  • 标题:An Elegant Human Face Expression Investigation by Means of Neural Network
  • 本地全文:下载
  • 作者:Prachi Gupta ; Avinash Dhole
  • 期刊名称:International Journal of Electronics, Communication and Soft Computing Science and Engineering
  • 印刷版ISSN:2277-9477
  • 出版年度:2013
  • 卷号:2
  • 期号:7
  • 出版社:IJECSCSE
  • 摘要:Facial expression plays a principal role in human interaction and communication since it contains critical and necessary information regarding emotion. The task of automatically recognizing different facial expressions in human-computer environment is significant and challenging. In this paper, we report our experiments on feature-based facial expression recognition within an architecture based on Hopfield Network. For Feature Extraction the Principal Component Analysis will be used. After extracting the features the eigenvectors will be generated this will be further fed into the Hopfield Network for Expression Recognition
  • 关键词:Facial Expression; facial Expression Recognition System; Feature Extraction (PCA algorithm); Classification (Hopefield Neural Network algorithm)
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