Obviously, the maximum accuracy is limited by the resolution of the images. However, the increased accuracy by using higher resolutions implies higher program execution times and memory consumption. So in practice, there is always a
trade-off to choose from carefully. One way for lowering computational demands is to use images with reduced resolution for the pose estimation and to perform the dense depth estimation on higher resolutions