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- Title
A survey of maritime vision datasets.
- Authors
Su, Li; Chen, Yusheng; Song, Hao; Li, Wanyi
- Abstract
The field of computer vision has been applied in many topics and scenes, especially in the shipping business which occupies a large position in the world trade. With the development of ship intellectualization, the task of detection, tracking, segmentation and classification of interested targets become more and more important. Publicly available dataset is the foundation to promote research in shipping. Based on this intention, we systematically present a review of maritime datasets on maritime perception. In this paper, comparison is made in terms of data type, environment, ground authenticity, and applicable research directions. The aim of writing this paper is to help researchers quickly identify the most suitable dataset for their work.
- Subjects
HYDROGRAPHIC surveying; RESEARCH vessels; COMPUTER vision; VISUAL fields; MARITIME shipping
- Publication
Multimedia Tools & Applications, 2023, Vol 82, Issue 19, p28873
- ISSN
1380-7501
- Publication type
Article
- DOI
10.1007/s11042-023-14756-9