"I actually have doubts about the future of the European Union judging by what is happening now," he said.
Rogozin is popular politician in Russia who was appointed ambassador to NATO in 2008. He spoke at an event organised by the Hanns Seidel Foundation in Brussels.
He depicted the EU as an insecure economic power, saying: "The role you are playing right now, you look more like – I will be frank, I am sorry – a rich banker who is very frightened of everything and trembles over his riches when the bandits are already past the doors."
When asked by EurActiv if this meant Russia may willing to contribute more to the bailout funds for indebted countries of the eurozone – which is a major importer of Russian gas and other products – he stressed his country's independence. "Russia is like a submarine: always autonomous," he said.
Leadership of Eurasia, with Ukraine
Rogozin detailed Russia's plans for a 'Eurasian Union' in the coming years as a pillar of what he called a multipolar world. "We will be a leader in our region of Eurasia and we will become the leader of that region," he said.
This would exclude the possibility of EU membership for participating nations in the immediate future. "If Ukraine wants to become a European power, it must first become a natural country of the Eurasian area," he said. "Russia and Ukraine can go towards Europe, but together."
In contrast, Kyiv has already set its sights on closer relations with the EU and is expected to initial an Association Agreement at a summit on 19 December, although hesitations remain because of the "selective use of justice" against opposition politicians, such as former Prime Minister Yulia Tymoshenko. The deal also includes provisions for a Deep and Comprehensive Free Trade Area which would see Ukraine adopt legislation approximating EU trade rules.
Ukraine has pointedly stayed apart from Russia's Customs Union, a would-be fore-runner to the Eurasian Union which is backed by Russia, Belarus and Kazakhstan. Ukraine is also hoping the agreement with Brussels will have a clause explicitly mentioning the possibility of eventual membership of the European Union.
Political life 'waking up' in Russia
These developments are occurring in the context of political change in Russia in the wake of the 4 December parliamentary elections which led to the loss of 77 seats for Prime Minister Vladimir Putin's United Russia party, leaving him with a weakened majority.
The election bolstered opposition parties, including the Communists, the centre-left 'A Just Russia' and the Liberal Democrats.
Margareta Mommsen, a professor specialising in Eastern European politics at the University of Munich, said that while Russia was still an "oligarchic" state and not a "democratic" one, the elections had signalled positive change.
"The recent Duma elections gave a lot of hope … political life is waking up. It's becoming more pluralistic and to that extent I'm pretty optimistic," she said.
This 'awakening' was also evident in the unprecedentedly large protests following the elections. Rogozin, who estimated them at around 40,000 people, drew a parallel between them and the 'Occupy' protests in other countries in that they had not crystallised behind any political leadership.
"I think it's a problem of the political classes in the United States and Russia: the absence of politicians who can work with the people in the streets," the envoy said.
'Fresh blood' for Russia's leadership
Rogozin went on to welcome the fact that new leaders could be making their way onto the Russian political scene. He said 2012 was likely to be the last time that opposition leaders Gennady Zyuganov of the Communist party and Vladimir Zhirinovsky of the liberals would run for the presidency. Both men are in their mid-sixties.
He also argued that United Russia could also see new faces despite Putin's continued leadership, saying that if he returns to the presidency "the government would be absolutely fresh with absolutely new people."
"We pin our hopes on … the fact that while maintaining the basis of a popular leader, Vladimir Putin, the party of power will have 'fresh blood'," he said.
Rogozin added that he would become active in Russian politics again, hinting at a role for himself in government. He was otherwise unspecific as to from where the new members of government might be drawn.