X Factor judge Cheryl Cole was spotted in Nonsuch Park earlier today filming a L’Oreal advert.

Visitors to the park’s Mansion House had to do a double take when they saw 27-year-old singer.

Oblivious to the excitement surrounding her appearance in the park, the former Girl’s Aloud singer was seen chatting away on her phone outside the building.

The 27-year-old, dressed in a pink fluffy dressing gown, smiled and waved at passersby as she waited to shoot her latest advert.

Cole, now recovered from malaria, sparked outrage earlier this week when she was accused of miming her latest single on Sunday night’s X Factor.