Photo Stream

I have uploaded my favorite photos to the photo stream from my PC. However, I found that my iPhone 4S automatically added some of photos from my camera roll to my photo stream. As the photos in photo stream cannot be deleted individually, what can I do to prevent photos in camera roll from adding to the photo stream automatically?