CoordFill: Efficient High-Resolution Image Inpainting via Parameterized Coordinate Querying

Understand

Image inpainting aims to fill the missing hole of the input.

• It is hard to solve this task efficiently when facing high-resolution images due to two reasons: (1) Large reception field needs to be handled for high-resolution image inpainting.
• (2) The general encoder and decoder network synthesizes many background pixels synchronously due to the form of the image matrix.
• In this paper, we try to break the above limitations for the first time thanks to the recent development of continuous implicit representation.