Abstract: The invention relates to a method for inpainting a target area in a target video. The method comprises obtaining a multi-resolution representation of the target video, comprising for each resolution, a first video representative of the colors of the target video and a second video representative of the textures of the target video; and for each resolution, reconstructing first and second video in the target area using an information representative of both colors and textures such as to inpaint the target area. The method also relates to a graphics processing unit and to a computer program product for implementing the inpainting method.