Multi-layer Sparse Coding Based Ship Detection for Remote Sensing Images

Ship detection plays an important role in remote-sensing image processing. In this article, we propose a multi-layer sparse coding model-based ship detection MSCMSD method, integrating bottom-up and top-down mechanisms, for ship detection with high-...

With the continuous development of deep learning in computer vision, object detection technology is constantly employed for processing remote sensing images. Especially, ship detection has become a significant and challenging task due to complex ...

Environmental information, like sea-land distribution, plays an important role in detecting ships from remote sensing images. However, the huge scale difference between environments and ship targets makes current CNN-based detection models hard to ...