Online unsupervised domain adaptation via reducing inter-and intra-domain discrepancies

Y Ye, T Pan, Q Meng, J Li… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Unsupervised domain adaptation (UDA) transfers knowledge from a labeled source domain
to an unlabeled target domain on cross-domain object recognition by reducing a distribution …

Terrain characterisation for online adaptability of automated sonar processing: Lessons learnt from operationally applying ATR to sidescan sonar in MCM applications

T Guerneve, S Loizou, A Munafo… - arxiv preprint arxiv …, 2024 - arxiv.org
The performance of Automated Recognition (ATR) algorithms on side-scan sonar imagery
has shown to degrade rapidly when deployed on non benign environments. Complex …