Post operative muscle wasting is seen if the leg was completely immobilized after surgery. It's not related to osteoarthritis. Wasting is due to no usage of that muscle for more than 2 weeks.
Next Steps
You would require active knee rehabilitation with a physiotherapist.
Health Tips
Do your ankle movements every 2 hourly.