If you neither have a sinus problem nor eye problems and still have feeling of pressure on temples what can be the possible cause?

Some of the muscles that operate your jaw run through there. You may want to cut back on things like chewing gum.

Also, if you clench your teeth in your sleep, that can cause soreness during the day, as the muscles try to heal.