1. A method for producing an improved high resolution image, the method comprising: capturing low resolution images and a high resolution image; combining the low resolution images to provide an aggregate low resolution image; reducing the resolution of the high resolution image to provide an image representative of a low resolution image at a low resolution setting of the image capture device; interpolating the representative low resolution image to provide an interpolated high resolution image; calculating a residual image from the high resolution image and the interpolated high resolution image; and mapping matching pixels from the aggregate low resolution image and the representative low resolution image.