It is basically due to the inactivity or much less activity of your legs and lower body.It is a condition called "peripheral edema" and it also occurs in feet and legs.It is best that you start walking or exercise daily but after getting opinion from your doctor.

 This can also be an early sign of your heart not working efficiently, or of varicose veins. I agree with asadspiral, you should see a doctor.