Kylie Minogue has reportedly rekindled her romance with ex-lover Olivier Martinez again.

The 'Wow' singer - who is currently on her European tour - and the French actor enjoyed a meal with her parents and stylist and the smitten pair couldn't keep their hands off each other on Tuesday.

An onlooker at the restaurant in Paris, France, said: "They couldn't hide their affection for one another and one point gazed lovingly into each other's eyes. They were lots of hugs and intimate exchanges."

This is not the first time the couple - who split in 2007 - have sparked reconciliation rumors. In February, it was claimed they were back together and planning to start a family.

A friend of Kylie's said: "Olivier has agreed to try for a baby. That was always the stumbling block in their relationship."

"Olivier has told her he is ready to start a family, to marry her and to settle down."

The pair dated for four years and Olivier supported Kylie throughout her breast cancer battle. On the opening night of her 'KylieX2008' tour in May, Olivier was in the audience and watched on proudly as she wowed fans.

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