They can sponsor you through the Group of Five program if you have been recognized as a refugee by UNHCR. The person in Canada will need to find 4 other people to join them in sponsoring you and who will agree to support you financially / help you get established in Canada. Details about this program are available here: https://www.canada.ca/en/immigratio.../private-sponsorship-program/groups-five.html