The 32-year-old is a free agent and is not bound by the restrictions of deadline day.
The former Liverpool and Manchester United striker has been strongly linked with the likes of Stoke and Everton.
Owen posted on his Twitter account: “Nothing to confirm just yet, will be an interesting few days now that the transfer window is closed.”
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Since Guus Hiddink arrived at the helm, Chelsea have improved considerably after a tricky start to the campaign.
Newcastle United are staring down the barrel of relegation to the Championship for the second time in the past eight years.