A method for removing an object from an image is described. The image is separated into a source region and a target region. The target region includes the object to be removed. A contour of the target region may be extracted. One or more filling candidate pixels are obtained. Multiple filling patches are obtained. Each filling patch is centered at a filling candidate pixel. A filling patch may be selected for replacement.