Owen has been missing from the squad of late with a groin injury, he returned to training but suffered a hamstring injury ahead of the Carling Cup tie with Wolves.
"It's not going great," he told BBC Radio 5live.
"I had a bit of a tight groin a while ago and I've trained for a week preparing for last night's game but then I had a setback with a different muscle injury.
"Unfortunately, that ruled me out for last night and will rule me out for a few weeks as well.
"I got injured in the cup final and then subsequently this season I was in the squad for the first 10 games or so. But unfortunately, because of a training ground injury the other day, I'm going to be out for the next few weeks, which is disappointing.
"It's all part and parcel of football. Everyone gets injured. Hopefully, I can come back and be as strong as ever."