• Title/Summary/Keyword: Bodypart detection

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Facial Landmark Detection by Stacked Hourglass Network with Transposed Convolutional Layer (Transposed Convolutional Layer 기반 Stacked Hourglass Network를 이용한 얼굴 특징점 검출에 관한 연구)

  • Gu, Jungsu;Kang, Ho Chul
    • Journal of Korea Multimedia Society
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    • v.24 no.8
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    • pp.1020-1025
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    • 2021
  • Facial alignment is very important task for human life. And facial landmark detection is one of the instrumental methods in face alignment. We introduce the stacked hourglass networks with transposed convolutional layers for facial landmark detection. our method substitutes nearest neighbor upsampling for transposed convolutional layer. Our method returns better accuracy in facial landmark detection compared to stacked hourglass networks with nearest neighbor upsampling.