How to Prevent WordPress from Generating Image Sizes (Thumbnails)

When you use WordPress themes and plugins. They may have lots of image sizes registered. While image size is very useful feature of WordPress you may not need it for all cases. I recently have a similar case where I allowed subscribers to upload images but they will never need various size images that WP