An image processing system includes at least one processor having a plurality of PCI Express channels and at least two application specific integrated circuits. The application specific integrated circuits are communicatively coupled to the at least one processor by a first of the plurality of PCI Express channels and a second of the plurality of PCI Express channels. Multiple threads of execution are split between the at least two application specific integrated circuits.