Horseshoe Falls, Niagara Falls Canada

I love the Cokin Filter system, but my filter holder seems to always get in the picture and spoil it. If anyone is familiar with this holder, and has ideas on how to avoid this, please let me know. I had to crop this picture to hide most of the shadowing that it framed the picture with.