GIMP is the best alternative to Photoshop that won't cost you an arm and a leg. I have Lightroom and I vastly prefer it to Photoshop for photo editing, but it's not cheap either ($150 USD).
GIMP is incredible as far as free open source software goes and it will give you many of the options you're already used to with Photoshop.