Various embodiments of the present technology may comprise a method and apparatus for pixel binning and readout. The method and apparatus may determine a region of interest and a region of non-interest within an image frame according to a detected feature. In various embodiments, the method and apparatus may readout each row in the region of interest resulting in a high resolution region and combine the pixels within the region of non-interest resulting in a low resolution region.