If you link to the picture, you will be at the mercy of the person to whom you are deep linking to. They could do any number of things not the least of which is replacing the linked picture with something ugly.
Deep linking to pictures steals bandwidth from the person you are "borrowing" the picture from. There are a lot of people who don't take kindly to that kind of bandwidth usage.
If you want to link, ask first.