In a word...yes.
As Katie mentioned, you need an appropriate length fastener and a cap nail is ideal.
What you haven't mentioned is what the wall depth is as well as climate. If you have 2x6 walls, 1 ... read more
Below is a great link that can walk you through every step precisely and also gives advice on what cleaner to use!
http://www.upholsterycleaners101.com/