Using A Priori Knowledge to Improve Scene Understanding

Existing semantic segmentation algorithms treat images in isolation, but autonomous vehicles often revisit the same locations. We propose leveraging this a priori knowledge to improve semantic segmentation of images from sequential driving datasets.