Exemplar-Based Multi-resolution Image Completion

This paper presents a multi-resolution approach for completion and object removal of digital images using valid patches of the image. While the multi-resolution hierarchy provides a good ability to complete large holes in different resolutions, a priority-based best-first algorithm is used to refine the result at each level. It tries to maintain the content structure when estimating the texture inside the missing area. Also, in order to improve the quality of patch search, different patch sizes are employed for search and completion. Demonstrated experimental results show the efficiency of the proposed algorithm for a variety of input images in comparison with a number of recent works, but with relatively reduced computational complexity.

Keywords:

Image synthesis , exemplar-based imagecompletion , multi-resolution processing