getting rid of mice

I once got startled by a mouse in my garage. I got my brave self out during day time to do research on how to get rid of mouse in house. I was shocked to see many cruel and inhumane ways to get rid of mouse and that did not appeal to me. I wanted to get rid of mice naturally, live and without hurting them. Was it possible?