Can Muslim men and women shave their body?

In summer when going to Swimming, it can be quite embarrassment to go with hairy body. Also I do not personally like hairs on my body. I am not sure if Islam allows shaving the body? If yes, can one shave the whole body or only any part of it? What about Muslim women? If they have this problem, can they shave too?