You have married a woman of different citizenry. Of course, before you can bring her to your home country. There are procedures that you will need to get done. You need to file for a petition to sponsor her arrival into your homeland. Unluckily for you, this petition got refused. This is not the end of the world for you though. What is left for you to do is to file for sponsorship appeals in Canada.