Center and resize the image is not posible in theme options. But you can use Child Themes to do it.
Child Themes needs coding… I like your web, so I’ll help you.
I’ve created a Child Theme with your requierments. whitecube.zip
You must go to Appeareance > Themes > Install Themes, upload the zip file, then activate it.