Dogs may have an eye problem if their eye looks cloudy, red, has a discharge -- or if your dog is keeping one eye closed or trying to rub his eye. The most frequent eye problems that dogs suffer from are infection, corneal ulcers, injuries, irritation, pink eye and problems with their eyelids.