Lauri, yes it's definitely Acer rubrum, a tree that was growing in the front yard at our old house for many years. It might be the lighting and time of year (October) that make it appear more like the Japanese Maple. I wish I had pictures of the entire tree but I lost many photos when my laptop crashed (twice!) a few years ago. This photo is from the same tree only this one was taken in July:
