Tap the picture when it's full screen and tap the trash can icon.Sorry if this is a previous topic....
Actually - It's sucks that you can't delete some photos in the personal libraries! ..we can delete our apps on the springboard, but not the photos...You can't, unless you go through iPhoto. You can delete pictures from your camera roll though, but not the one's from the Photo Library.