Quite possibly. Try placing the spray can in a bath of warm water for about 15 minutes or so. This has worked really well for some of my projects. Make sure you allow the paint extra time to cure due to the colder temperature. And DO NOT use hot water, unless you want the contents of your spray can all over your house.
Furthermore, make sure the can you're spraying with isn't almost empty, and examine the spray valve (the piece you mash with your finger) to ensure it's not clogged in any way.
Gip Winecoff