Super Resolution

• Auto-encoders
  • Get same image back
• Up-sample blurry small image classically
  • Bi-cubic
  • Encode-decode to deep sharpen
• No ground truth
  • Unsupervised?
• Decoder stage
  • Identical architecture to encoder
• Is actually contractive/up sampling