A5021536166- Maritime Navigation and Safety
- Synthetic Aperture Radar (SAR) Applications and Techniques
- Advanced Neural Network Applications
- Marine and Coastal Research
- Maritime and Coastal Archaeology
- Time Series Analysis and Forecasting
Hangzhou Dianzi University
2022-2024
The unrestricted development and utilization of marine resources have resulted in a series practical problems, such as the destruction ecology. wide application radar, satellites other detection equipment has gradually led to large variety large-capacity spatiotemporal trajectory data from vast number sources. In field domain awareness, there is an urgent need use relevant information technology means control monitor ships accurately classify identify ship behavior patterns through...
Ship recognition is a fundamental and essential step in maritime activities, it can be widely used rescue, vessel management, other applications. However, most studies conducted this area use synthetic aperture radar (SAR) images space-borne optical images, those utilizing visible are limited to the coarse-grained level. In study, we constructed fine-grained ship dataset with real simulation that consisted of five categories ships. To solve problem low accuracy classification different...