Adversarial training for adverse conditions: Robust metric localisation using appearance transfer

We present a method of improving visual place recognition and metric localisation under very strong appearance change. We learn an invertable generator that can transform the conditions of images, e.g. from day to night, summer to winter etc. This image transforming filter is explicitly designed to...

Full description

Bibliographic Details
Main Authors: Porav, H, Maddern, W, Newman, P
Format: Conference item
Language:English
Published: IEEE 2018