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  • Article
  • Open Access
4 Citations
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17 Pages

A Two-Stage Image Inpainting Technique for Old Photographs Based on Transfer Learning

  • Mingju Chen,
  • Zhengxu Duan,
  • Lan Li,
  • Sihang Yi and
  • Anle Cui

To address the challenge of sparse old photo datasets, we apply transfer learning to image inpainting tasks. Specifically, we improve a two-stage image inpainting network that focuses on collaborative subtasks. We also design a transform module based...