it seems that your problem could be what we call osteoarthritis
you do not need calcium injections. but certainly weight loss
, thigh muscle strenghtening exercises.
till the pain is a dominant problem, take pain killers, put hot bags over the joint, apply diclofenac
but for a long term approach to the problem see a doctor.
hope this is helpful