Yes. If you're an international tourist [not from the European Union, Canada or USA], you'd be needing a passport with a valid visa to enter Niagara Falls on either side of the border. If you're a US citizen, you still need a passport to be shown as you re-enter the US after your Niagara Falls, Canada trip.