Improving rare-class detection in deep-sea imagery via generative augmentation with stable diffusion
on the OTV and AUV datasets, respectively, indicating its utility for improving detection in deep-sea megabenthic surveys.
Authors
- Dingbang Wei
- Jianxin Xia
- Mi Duan
- Junlan Deng
- Xuebao He
- Wei Song
Institutions
- Pioneer (United States) (US)
- Ministry of Natural Resources (CN)
- China University of Geosciences (Beijing) (CN)
- Beijing Academy of Artificial Intelligence (CN)
- Fujian Institute of Oceanography (CN)
Publication Details
- Journal
- Scientific Reports
- Published
- 2026-04-03
- DOI
- https://doi.org/10.1038/s41598-026-45732-6
- Primary Topic
- Seismic Imaging and Inversion Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China
- China University of Geosciences
- National Key Research and Development Program of China