Hyperspectral Remote Sensing Benchmark Database for Oil Spill Detection with an Isolation Forest-Guided Unsupervised Detector. (arXiv:2209.14971v1 [cs.CV])

Oil spill detection has attracted increasing attention in recent years since
marine oil spill accidents severely affect environments, natural resources, and
the lives of coastal inhabitants. Hyperspectral remote sensing images provide
rich spectral information which is beneficial for the monitoring of oil spills
in complex ocean scenarios. However, most of the existing approaches are based
on supervised and semi-supervised frameworks to detect oil spills from
hyperspectral images (HSIs), which require a huge amount of effort to annotate
a certain number …

arxiv benchmark database detection oil remote sensing unsupervised