Edge-guided oceanic scene element detection

Keke Xiang, Xingshuai Dong, Weibo Wang, Xinghui Dong

Abstract: Highlights•Introducing a novel computer vision task, i.e., oceanic scene element detection.•Making the first effort on oceanic scene element image collection and annotating 10,040 images.•Proposing a Multi-scale Edge-Guided Module, to guide the backbone toward learning edge characteristics.•Designing an Edge-Guided Oceanic Scene Element Detection framework and generating a set of benchmarks.