Have you already put it on the scroll? I would think you could put it on the scroll then use steam iron with a pressing cloth to get it to relax. Not sure what type of canvas you have - and you need to be careful not to remove the color on it - thus use steam and a pressing cloth. Try a corner so you don't melt the canvas.