You can find this setting in the camera app. In the camera app press the settings gear wheel and find quick launch. turn this option off to see if its your power button that is causing the issue.
this issue is quite well known and nearly all of them are related to some particle getting stuck in the cracks of the button. It causes the button to stiffen up and recognize single press as double.
Take the phone to authorized service center and have it cleaned.