On one side of the piece use the seam ripper to pick out every 3rd stitch or so.
On the reverse side of the piece lift the thread and pull it out from the released stitches.
This way you work with the sewing thread instead of the fabric's threads.
Of, course, starch is your friend, too.
Jan in VA