Systems and methods are described for creating a unified output image based on image data from multiple cameras with overlapping fields of view by converting a raw image from each camera into a rectified output image using a look-up table. Camera misalignments are mitigated by generating an updated look-up table based on feature point detection and matching in the overlapping fields of view.