I don't know how quick you'll find it (it scans the whole drive when starting, although it does cache data somehow, not that I know that any other one would be faster), but I've used Scanner with good success. I find its visualization very intuitive, and it allows for deleting files directly from the utility itself.

Oh, and it's absolutely free (of cost).