coastal wave monitoring 1high performance computing 1self-supervised learning 1spatiotemporal modeling 1video analysis 1
From the 1 of 2 linked papers with an AI index.
2 papers
eess.IV2026
HPC-Enabled Video-based Coastal Wave Parameter Estimation Using V-JEPA and Deep Spatiotemporal Learning
Abubakar Hamisu Kamagata, Dharm Singh Jat, Attlee Munyaradzi Gamundani +3
The paper introduces an HPC‑enabled deep learning system that estimates five coastal wave parameters from monocular video using a self‑supervised ViT backbone, dual‑stream temporal…
cs.AI2026
Physics-Guided Spatiotemporal Learning for Coastal Wave Peak Period Estimation from Video
Abubakar Hamisu Kamagata, Dharm Singh Jat, Attlee Munyaradzi Gamundani +2
Direct estimation of physically interpretable periodic signals from raw video constitutes a spatiotemporally grounded learning problem that proves to be difficult especially when f…