I can't get the link for the blanket to open. :/
As for the embroidery itself, you could do this easily with a split stitch. It's a stitch that is very easy to learn and handles little tight curves very well.
Are you going to do this in just black and white or are the roses going to be red? It would make a great contrast if you did.
I hope you share a pic of your finished product.