A network image fusion service is provided that is configured to receive a plurality of image data and to execute at least one image fusion processes in both software and hardware. The image fusion process logic has been divided between instructions to be executed in software and logic to be executed in hardware. The software instructions may be executed by a processor within the network element or in a processor associated with network service. The hardware logic is executed in a reconfigurable programmable logic device such as an FPGA. The network service may be included within the network element, be separate from a network element but associated therewith, or may be external to the network and accessible by a plurality of network elements.