MOSCOW—Senior Russian officials said on Tuesday that they were counting on higher oil prices to lift the country out of recession in the near term, a projection at odds with most professional forecasts.

“There are no obstacles for economic growth this year,” said Russian Deputy Prime Minister Arkady Dvorkovich. “This result will almost totally depend on us, on our actions…on actions of everyone who works in and with Russia.”

After...