1. An image sensing system, comprising: an image sensor having an array of pixels to capture an image; a controller to independently set image sensor parameters in two or more different portions of the image sensor corresponding to a plurality of regions of interest with the controller selecting default image sensor parameters in other portions of the image outside of the plurality of regions of interest; and a processor receiving image data from the image sensor, the processor identifying regions of interest, the processor comprising a plurality of sub-modules each supporting a respective region of interest, the plurality of sub-modules providing control signals to the image sensor to selectively adjust image sensor parameters in each of the plurality of regions of interest according to an image recognition criterion, wherein the captured image comprises: two or more different portions having two or more set resolutions and at least one additional portion non-overlapping with the two or more different portion and having a lower default resolution, an average pixel data rate that is lower than that of an image having full high resolution mode, an amount of pixel data which is less than that of the full high resolution mode image, and wherein the image sensor parameters comprise resolution, exposure, and gain.