Owen insists he "won't get down" over the setback.
He tweeted: "Gutted about my injury. Felt my left quad as I reached out to try and score prior to Valencias goal. Was really looking forward to playing.
"Just hope it's not too serious and I'm back in action soon. Won't get too down. Lads got an important win to put us top of our group."