1. 1
DEEP LEARNING JP
[DL Papers]
http://deeplearning.jp/
Freehand-Sketch to Image Synthesis 2018
"SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis" &
"Image Generation from Sketch Constraint Using Contextual GAN"
Jun Hozumi, Matsuo Lab
2. 紹介内容
• 今回紹介する論文
• SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis
• Wengling Chen and James Hays
• in CVPR 2018
• Image Generation from Sketch Constraint Using Contextual GAN
• Yongyi Lu, Shangzhe Wu, Yu-Wing Tai and Chi-Keung Tang
• in ECCV 2018
• タスクの説明と、上記研究のポイントを紹介します
• 提案手法の詳しい説明や実装は各論文をご参照ください
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7. 紹介内容1
• 今回紹介する論文
• SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis
• Wengling Chen and James Hays
• in CVPR 2018
• Image Generation from Sketch Constraint Using Contextual GAN
• Yongyi Lu, Shangzhe Wu, Yu-Wing Tai and Chi-Keung Tang
• in ECCV 2018
• これまでの画像変換の流れに沿ってがんばるタイプの研究
7
15. 紹介内容2
• 今回紹介する論文
• SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis
• Wengling Chen and James Hays
• in CVPR 2018
• Image Generation from Sketch Constraint Using Contextual GAN
• Yongyi Lu, Shangzhe Wu, Yu-Wing Tai and Chi-Keung Tang
• in ECCV 2018
• 画像変換とはみなさず、少し視点を変えて取り組んだタイプの研究
15