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  • 标题:Face Detection by Fine Tuning the Gabor Filter Parameter
  • 本地全文:下载
  • 作者:Suraj Prakash Sahu ; Vibhav Anand ; Nitin Kumar
  • 期刊名称:International Journal of Computer Science and Information Technologies
  • 电子版ISSN:0975-9646
  • 出版年度:2011
  • 卷号:2
  • 期号:6
  • 页码:2719-2724
  • 出版社:TechScience Publications
  • 摘要:Face detection technique recognition is developed by using and fine tuning the Gabor Wavelet parameters. An extensive study of these parameters have been made and checked on a large acquired data set of face images, for extracting the features. The Facial data consists of 320 frontal face 180 non-face images. (Total=500 images) Artificial Neural Network is then used on the extracted features for training. An effect of pixels size of the face on the image was studied. A strong correlation between the pixels size of the Face and the Scaling parameter of Gabor filter was observed..
  • 关键词:Gabor Wavelet; Gabor Filter; Gabor Parameter;Feature extraction; Artificial Neural Network..m
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