Eden Golan will represent the country in May, but some artists have called for Israel to be excluded.
Vittorio Sgarbi is accused of stealing the 17th-Century painting and altering it to conceal its provenance.
A £1,000 payment will be offered to thousands joining the early-years sector in England.