Need to improve my site's over all performance

I'm trying to improve the performance. I only know how to compress and resize images.
but I think the scripts are quite clumsy (it's the theme, I don't know how to combine them and improve them) as well as the site-mapping things... totally no idea

I have smush, hummingbird, and smartcrawl installed. I am not getting my site's performance to improve.