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Face Size Detection using Deep Learning

딥 러닝을 통한 얼굴 크기 탐지

  • Tseden, Batkhongor (Dept of Software Engineering, Kumoh National Institute of Technology) ;
  • Lee, Hae-Yeoun (Dept of Software Engineering, Kumoh National Institute of Technology)
  • Published : 2018.05.11

Abstract

Many deep learning approaches are studied for face detection in these days. However, there is still a performance problem to run efficiently on devices with limited resources. Our method can enhance the detection speed by decreasing the number of scaling for detection methods that use many different scaling per image to detect the different size of faces. Also, we keep our deep learning model easy to implement and small as possible. Moreover, it can be used for other special object detection problems but not only for face detection.

Keywords