I\'ve got your average e-Commerce app, I store ITEM_IMAGE_NAME in the database, and sometimes managers MISSPELL the image name.
To avoid \"missing images\" (red X in IE
You might consider something with javascript
Edit: Or program a 404.aspx returning a default image, if a nonexisting image was requested.