Before you draw the first line you need to cache the original image in memory. Something like this:
MemoryStream ms = new MemoryStream();
pictureBox1.Image.Save(ms)
Then when you want to clear the lines you reload the original image. Again something like this:
Image img = new Image(ms);
pictureBox1.Image = img;