Inshore ship detection based on multi-modality saliency for synthetic aperture radar images

Z Chen, Z Ding, X Zhang, X Wang, Y Zhou - Remote Sensing, 2023 - mdpi.com
Synthetic aperture radar (SAR) ship detection is of significant importance in military and
commercial applications. However, a high similarity in intensity and spatial distribution of …

Automatic ship object detection model based on YOLOv4 with transformer mechanism in remote sensing images

B Sun, X Wang, A Oad, A Pervez, F Dong - Applied Sciences, 2023 - mdpi.com
Despite significant advancements in object detection technology, most existing detection
networks fail to investigate global aspects while extracting features from the inputs and …

Inshore dense ship detection in SAR images based on edge semantic decoupling and transformer

Y Zhou, F Zhang, Q Yin, F Ma… - IEEE Journal of Selected …, 2023 - ieeexplore.ieee.org
Synthetic aperture radar ship detection has recently received significant attention from
scholars. However, accurately distinguishing between ships is challenging due to the …

Small-target ship detection in SAR images based on densely connected deep neural network with attention in complex scenes

B Sun, X Wang, H Li, F Dong, Y Wang - Applied Intelligence, 2023 - Springer
Ship detection research has made great progress with deep learning method in recent
years. Because some ship targets are too small and the complex scenes are difficult to …

Context semantic perception based on superpixel segmentation for inshore ship detection in SAR image

R Wang, F Xu, J Pei, Q Zhang, Y Huang… - 2020 IEEE radar …, 2020 - ieeexplore.ieee.org
The inshore ship detection of SAR image is a challenging task, due to inherent speckle
noise, complex land background interference, identifiable sea clutter and few available …

NAS-YOLOX: ship detection based on improved YOLOX for SAR imagery

H Wang, D Han, Z Wu, J Wang, Y Fan… - 2023 IEEE 10th …, 2023 - ieeexplore.ieee.org
Synthetic aperture radar (SAR) satellites can provide microwave remote sensing images that
are not limited by weather and light, so they are widely used in the field of ocean monitoring …

Inshore ship detection using high-resolution SAR images based on multi-feature fusion

S Wu, W Wang, F Ruan, H Zhang, J Deng, P Guo… - 2023 - IET
The scattering characteristics of inshore ships in SAR images are similar to those of
buildings and other man-made targets on land, making it difficult to detect them. In order to …