Find your own way: Weakly-supervised segmentation of path proposals for urban autonomy

We present a weakly-supervised approach to segmenting proposed drivable paths in images with the goal of autonomous driving in complex urban environments. Using recorded routes from a data collection vehicle, our proposed method generates vast quantities of labelled images containing proposed paths...

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Bibliographic Details
Main Authors: Barnes, D, Maddern, W, Posner, H
Format: Conference item
Published: Institute of Electrical and Electronics Engineers 2017