不需要。

http://www.cic.gc.ca/english/visit/visas.asp

Visitor Visa Exemptions

Many people do not require a visa to visit Canada. These include:

* persons lawfully admitted to the United States for permanent residence who are in possession of their alien registration card (Green card) or can provide other evidence of permanent residence;