Instead of bringing like a popup, I got the image directly from using the below code.
QRCodeEncoder encoder = new QRCodeEncoder();
Bitmap img = encoder.Encode(qrcode);
string path = Server.MapPath(@"/Images/QRCode.jpg");
img.Save(path, ImageFormat.Jpeg);
return base.File(path,"image/jpeg","QRCode.jpg");