Suddenly camera becomes so thin and not being scaled From View, I selected Camera . 

And my camera became like this. I'm unable to scale this camera. 

How to revert the camera back to the normal size ?
You've probably changed the resolution settings (or the aspect ratio). Set them back to the size you need for the final output.