Method for partitioning a digital image into two or more regions where each region is defined using a portion of the digital image. In addition, margin pixels for each region are defined as pixels that correspond to a top margin, a bottom margin, a left margin, and a right margin of each region of the digital image. Margin pixels are generated by using various techniques such as on-the-fly generation, using data information of neighboring pixels to each region, using data information of pixels within each region, or using predetermined data information for a color including black. The pixels of each region are processed with its margin pixels to create a new processed region of the digital image. The processing may include scaling of each region from a first resolution to a second resolution. The data information of each processed region can be displayed using a portion of an electronic display panel, or a monitor having with multiple display regions. The concatenations of the displayed representations using data information from each processed region faithfully reproduce the digital image.