Tree/shrub suggestions for a visual barrier?

I have a medium/large yard with a fairly short fence. I want a greater sense of privacy in my yard. I think I would rather opt for a natural barrier than replacing all of my current fence. I am willing and able to care for whatever I plant, but would appreciate any tips about good trees or shrubs for the job.