How to Upload a JPEG as Wallpaper on Facebook. The Facebook timeline lets users display both a profile picture and a profile wallpaper, referred to as a cover photo by Facebook. Facebook supports the JPEG and GIF file formats and can utilize many of the photos already uploaded to your Facebook account. Facebook ...