Other disorders that might cause visual hallucinations include psychiatric diseases and neurologic conditions like Parkinson's disease and Alzheimer's disease. Visual hallucinations can be also caused by a variety of prescription and illegal substances, as well as withdrawal from drugs or alcohol. Tell your eye doctor if you are experiencing hallucinations.