16 citations · 23 across the 7 of their papers we have counts for
3 papers · 1 filter
A Semi-supervised Object Detection Algorithm for Underwater Imagery
Suraj Bijjahalli, Oscar Pizarro, Stefan B. Williams
Detection of artificial objects from underwater imagery gathered by Autonomous Underwater Vehicles (AUVs) is a key requirement for many subsea applications. Real-world AUV image da…
Improved Benthic Classification using Resolution Scaling and SymmNet Unsupervised Domain Adaptation
Heather Doig, Oscar Pizarro, Stefan B. Williams
Autonomous Underwater Vehicles (AUVs) conduct regular visual surveys of marine environments to characterise and monitor the composition and diversity of the benthos. The use of mac…
GeoCLR: Georeference Contrastive Learning for Efficient Seafloor Image Interpretation
Takaki Yamada, Adam Prügel-Bennett, Stefan B. Williams +2
This paper describes Georeference Contrastive Learning of visual Representation (GeoCLR) for efficient training of deep-learning Convolutional Neural Networks (CNNs). The method le…