A5055337393- Synthetic Aperture Radar (SAR) Applications and Techniques
- Advanced Neural Network Applications
- Advanced SAR Imaging Techniques
- Hydraulic and Pneumatic Systems
- Robotic Locomotion and Control
- Robotic Path Planning Algorithms
Shanghai Maritime University
2022-2023
In light of recent advances in deep learning and Synthetic Aperture Radar (SAR) technology, there has been a growing adoption ship detection models that are based on methodologies. However, the efficiency SAR is significantly impacted by complex backgrounds, noise, multi-scale ships (the number pixels occupied images varies significantly). To address aforementioned issues, this research proposes Pyramid Pooling Attention Network (PPA-Net) for detection. Firstly, Pooled Module (PPAM) designed...
In the past few years, Synthetic Aperture Radar (SAR) has been widely used to detect marine ships due its ability work in various weather conditions. However, imaging mechanism of SAR, there is a lot background information and noise similar images, which seriously affects performance ship detection models. To solve above problems, this paper proposes new model called Feature enhancement Land burial Net (FLNet), blends traditional image processing methods with object approaches based on deep...