If you're against putting holes in the brick/mortar joints, I'd make a bracket that would attach to the wood and come out and around to the brick surface (pic #3). It would appear to be mounted to the brick face, but not.
You'll have the camera wiring harness to contend with, so it would need a mount box. Where's the Ethernet cable coming from?