To apply the Pixelate effect, select Filters > Blur > Pixelize. Note: To pixelate a specific part of the image, select that part using the selection tool and then apply the Pixelize effect.
A team at Duke University created a tool to produce high-resolution portraits from heavily pixelated images. However, the resulting output is a fabrication, and not necessarily one that matches ...