ALOHA (annihilating filter based low rank Hankel matrix approach) is a very powerful technique for image inpainting. It converts an in-painting problem to a sampling problem, which is solved by exploiting sparsity in reciprocal domain. You may enjoy the following figures from our latest IEEE Trans. on Image Processing paper.
Latest Research Highlight
One-shot Video Customization using Temporal Attention Adaptation for Text-to-Video Diffusion Models
Jeong., et al. The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.