Tolkien doesn't come right out and say "giants are very large humanoids", but so what? They are described as throwing stones, which clearly implies that they are humanoids. The "very large" part is implied by the word "giant"; also, of course, there are plenty of mythological references to giants, in particular in Norse mythology, which Tolkien is known to have drawn upon, and they're always very large humanoids.