1. A method for constructing an image of processed image data of the image, with the image data being processed in a number of resolution levels, the method comprising: decomposing the image at a first resolution level, the image being decomposed into a first set of chunks corresponding to the first resolution level, each chunk in the first set of chunks corresponding to a different section of the image; processing, in a pipeline, the first set of chunks in a pipeline run, the pipeline including sequentially operating pipeline processors; combining the processed first set of chunks to form a combined first image as a result; and iteratively performing the decomposing, processing, and combining at increasing resolution levels if the resolution level of the combined first image is less than a threshold resolution level.