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Convolutional Neural Networkを用いた知覚交替の認識モデル

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Convolutional Neural Networkを用いた知覚交替の認識モデル

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Convolutional Neural Networkを用いた知覚交替の認識モデル

  1. 1. Convolutional Neural Network Recognition Model of Perceptual Change Using Convolutional Neural Network 2016 12 15
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 2 [1]Rock, I., Hall, S., Davis, J..: Why do ambiguous figures reverse?, Acta Psychologica, Vol. 87, pp. 33– 59 (1994)
  3. 3. • [2] • • [3] • border-ownership 3 
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  5. 5. 5 • Convolutional Neural Network(CNN) 
 [4] • CNN VGG16 • full connect fine tuning • 512×7×7 [4]S. Lawrence and C. L. Giles and Ah Chung Tsoi and A. D. Back: Face Recognition: A Convolutional Neural-Network Approach, IEEE Transactions on Neural Networks, Vol. 8, No. 1, pp. 98–113 (1997) VGG16 (convolution , pooling ) VGG16 (full connect ) 0.8 0.2
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 • zeiler [4] • 12 [5]Zeiler, Matthew D., Fergus, R.: Visualizing and un- derstanding convolutional networks, European Con- ference on Computer Vision, pp. 818–833 (2014)
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  15. 15. 15 Convolutional Neural Network • 
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