Wonder Under a/k/a double sided fusible webbing. Fold the block in quarters to get the center point. Fold the dresden plate in quarters to get the center point. Put a pin through the dresden plate, then the block and iron.
Perfectly centered and perfectly adhered to the block. Then you can do whatever you want with the edge, whether it's hand applique or decorative stitching with your sewing machine around the edge.