TransFill: Reference-Guided Image Inpainting by Merging Multiple Color and Spatial Transformations

Figure 1: Results of our reference-guided inpainting for user-provided images. We show multiple practical applications like replacing and removing foreground people and objects. Each triad shows the target image with the hole, the source image used as a reference, and the inpainting result. Our method has strong performance and addresses challenging real-world issues such as parallax, 90 degree image rotations, and lighting inconsistency between the source and target images.