You most certainly can! They even sell a fusible tape that will join two pieces of batting to make a bigger piece. You can get it at Nancy's Notions or Clotilde online. Otherwise, you can just sew the two pieces together by machine or by hand with a zig-zag stitch. I do it all the time. No problems.