Inpainting Task

An Inpainting Task is an image processing task where portions of an image are filled in to present a complete image.

Context:
- It can support Image Restoration.
- ...
Counter-Example(s):
- Image Noising.
- Image Outpainting.
See: Conservator-Restorer, Art Conservation, List of Art Media, Oil Painting, Acrylic Paint, Photographic Printing, Sculpture, Digital Imaging, Digital Video.

References

(Wikipedia, 2023) ⇒ https://en.wikipedia.org/wiki/Inpainting Retrieved:2023-8-11.
- Inpainting is a conservation process where damaged, deteriorated, or missing parts of an artwork are filled in to present a complete image. This process is commonly used in image restoration. It can be applied to both physical and digital art mediums such as oil or acrylic paintings, chemical photographic prints, sculptures, or digital images and video.
  With its roots in physical artwork, such as painting and sculpture, traditional inpainting is performed by a trained art conservator who has carefully studied the artwork to determine the mediums and techniques used in the piece, potential risks of treatments, and ethical appropriateness of treatment.

(Wikipedia, 2022) ⇒ https://en.wikipedia.org/wiki/Stable_Diffusion Retrieved:2022-12-12.
- Stable Diffusion is a deep learning, text-to-image model released in 2022. It is primarily used to generate detailed images conditioned on text descriptions, though it can also be applied to other tasks such as inpainting, outpainting, and generating image-to-image translations guided by a text prompt. ...