Votes are being counted in Liberia's second presidential election since a 14-year civil war ended in 2003. Election officials said Tuesday's vote went off peacefully, with no violence reported. President Ellen Johnson Sirleaf, who was first elected in 2005, is facing her strongest challenge from former diplomat Winston Tubman. She was awarded the Nobel Peace Prize last week - a decision denounced by Mr Tubman and other candidates. This is the first election Liberia's National Elections Commission has organised as the previous one was run by the UN. Its chairman James Fromoyan said provisional results would be released on Thursday. "The commission is pleased that the process has unfolded in a quiet atmosphere," he said. African Union observer mission head Speciosa Wandira said she hoped the rival candidates would accept the result. "From what I see, there is no reason to worry," she said. Long queues African elections are often marred by allegations of rigging and violence after results are announced. Some 8,000 UN peacekeepers have been deployed across Liberia to prevent any violence. Sixteen candidates contested the poll, but the BBC's Jonathan Paye-Layleh in the capital, Monrovia, says it is expected to be a two-horse race between Mrs Sirleaf and Mr Tubman. His running mate is ex-football star George Weah, who was beaten by Mrs Sirleaf in the 2005 poll. Long queues formed at polling stations, with many people braving heavy rains to vote. John Plato, 60, waited for four hours to cast his ballot at a school in Monrovia. "I feel very happy. These elections are crucial in the eyes of Liberians and the international community and so it was important for me to vote to be part of the history-making process of the country, " he told the AFP news agency. President Sirleaf praised the voters for their patience and discipline. "I feel so good for the Liberian people, they have demonstrated a certain level of political maturity." Mr Tubman, running under the banner of the Congress for Democratic Change (CDC) party, told the BBC that turnout was "huge" - a sentiment backed by former Nigerian head of state Yakubu Gowon, who was observing the the election. "The rain has not dampened the enthusiasm of the electorate to come and cast their vote," he told the BBC's Focus on Africa programme. 'Abject poverty' Mrs Sirleaf had said she would only seek a single term but explained her U-turn by saying she wanted to finish the work she had started. Our correspondent says central Monrovia has been transformed since the end of the war, with roads paved and many new buildings. While Mrs Sirleaf is well regarded by the international community, some analysts say she is less popular at home and predict a tight race, possibly going to a run-off. Her challengers accuse her of not doing enough to improve the lives of ordinary people, who remain among the poorest in the world. "One out of every three Liberians cannot feed themselves. They live in abject poverty. And they couldn't care less about the Nobel prize," said 60-year-old opposition candidate Charles Brumskine. Mrs Sirleaf has also been criticised for backing former President Charles Taylor - currently on trial at The Hague for alleged war crimes - when he began his rebellion in 1989. She has apologised and the pair later fell out but Liberia's Truth and Reconciliation Commission said she should be barred from holding public office. Voters were also choosing members of the House of Senate and House of Representatives. Liberia is Africa's oldest republic - it was founded in 1847 by freed US slaves, hence its name.