If you're on a budget (i.e. free)...

GIMP for Image manipulation

Inkscape for Vector based projects

Both are great programs and ones that I personally use from time to time.

If you're rich (i.e. give me some f*cking money you b*tch!!)....

Photoshop for Image manipulation

Illustrator for Vector based projects