Yes I just did that today and nothing beats a zigzag stitch to join the pieces together. I bought once two rolls of heat press batting together roll where you butt the two pcs of batting then heat press the roll to join them but I hate it. I feel the batting gets so think and don't like the feel of it. IMHO