In this paper, we present a novel image inpainting technique using frequency domain information. Prior works on predict the missing pixels by training neural networks only spatial However, these methods still struggle to reconstruct high-frequency details for real complex scenes, leading discrepancy in color, boundary artifacts, distorted patterns, and blurry textures. To alleviate problems, in...