4 papers · 1 filter
Long-Term Multi-Session 3D Reconstruction Under Substantial Appearance Change
Beverley Gorry, Tobias Fischer, Michael Milford +1
Long-term environmental monitoring requires the ability to reconstruct and align 3D models across repeated site visits separated by months or years. However, existing Structure-fro…
Saliency-Guided Domain Adaptation for Left-Hand Driving in Autonomous Steering
Zahra Mehraban, Sebastien Glaser, Michael Milford +1
Domain adaptation is required for automated driving models to generalize well across diverse road conditions. This paper explores a training method for domain adaptation to adapt P…
VLAD-BuFF: Burst-aware Fast Feature Aggregation for Visual Place Recognition
Ahmad Khaliq, Ming Xu, Stephen Hausler +2
Visual Place Recognition (VPR) is a crucial component of many visual localization pipelines for embodied agents. VPR is often formulated as an image retrieval task aimed at jointly…
Enhancing Ecological Monitoring with Multi-Objective Optimization: A Novel Dataset and Methodology for Segmentation Algorithms
Sophia J. Abraham, Jin Huang, Brandon RichardWebster +3
We introduce a unique semantic segmentation dataset of 6,096 high-resolution aerial images capturing indigenous and invasive grass species in Bega Valley, New South Wales, Australi…