Refocusing swing ships in SAR imagery based on spatial-variant defocusing property

J Wang, X Leng, Z Sun, X Zhang, K Ji - Remote Sensing, 2023 - mdpi.com
Synthetic aperture radar (SAR) is an essential tool for maritime surveillance in all weather
conditions and at night. Ships are often affected by sea breezes and waves, generating a …

[HTML][HTML] Deep learning-based dynamic region of interest autofocus method for grayscale image

Y Wang, C Wu, Y Gao, H Liu - Sensors, 2024 - mdpi.com
In the field of autofocus for optical systems, although passive focusing methods are widely
used due to their cost-effectiveness, fixed focusing windows and evaluation functions in …

Generative Artificial Intelligence Meets Synthetic Aperture Radar: A survey

Z Huang, X Zhang, Z Tang, F Xu… - IEEE Geoscience and …, 2024 - ieeexplore.ieee.org
SAR images possess unique attributes that present challenges for both human observers
and vision AI models to interpret, owing to their electromagnetic characteristics. The …

[HTML][HTML] A Fast and Robust Range Alignment Method for ISAR Imaging Based on a Deep Learning Network and Regional Multi-Scale Minimum Entropy Method

Q Ning, H Wang, Z Yan, Z Wang, Y Lu - Remote Sensing, 2024 - mdpi.com
In inverse synthetic aperture radar (ISAR) imaging, range alignment (RA) is crucial for
translational compensation. To address the need for rapidity and accuracy in the RA …

Analysis of U-NET Super-Resolving Capabilities in Radar Imaging

G Gennarelli, G Esposito, F Soldovieri - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
This paper investigates the super-resolving power of U-NET when applied to a radar
imaging problem. In particular, we consider a 2D free-space scenario probed by a …

[PDF][PDF] 基于最小熵准则与生成对抗网络的SAR 三维转动舰船目标重聚焦方法

化青龙, 张云, 任航, 姜义成, 徐丹 - 电子学报, 2024 - ejournal.org.cn
在合成孔径雷达(Synthetic Aperture Radar, SAR) 系统中, 舰船目标在中高海情下的三维转动会
导致多普勒频谱时变和图像散焦, 并对后续SAR 舰船目标的信息解释造成不利影响 …

Convolution technique for focusing of ISAR images

PKR Gopireddy, AK Gande, G Ram… - The Imaging Science …, 2024 - Taylor & Francis
Defocusing is an undesirable phenomenon in remote sensing. Defocusing arises due to the
platform motion irregularity or the target motion. The focusing techniques in the literature …

A fast and precise autofocus method using linear array CCD

Z Wang, R Ma, C Zeng, L Liu, X Li… - Optical Metrology and …, 2024 - spiedigitallibrary.org
In the integrated chip industry, there is a growing demand of defect detection, and the
autofocus capability of microscopy can significantly enhance efficiency. This paper presents …

PEE-Net: Phase Error Estimation Network for Refocusing of Three-Dimensional Rotating Ship Target in SAR Images

Q Hua, Y Zhang, H Ren, N Kang… - IGARSS 2024-2024 …, 2024 - ieeexplore.ieee.org
In a synthetic aperture radar (SAR) system, the three-dimensional rotation of ship targets in
the presence of medium to high sea states could cause Doppler frequency shifts and image …

[PDF][PDF] Deep Learning for GPS-Denied SAR Image Focusing and Vehicle Trajectory Estimation

C Beam, A Willis, K Brink - 2024 - bmva-archive.org.uk
This article integrates AI algorithms into a GPS-denied Synthetic Aperture Radar (SAR)
processing framework to transform coherent electromagnetic (EM) radiofrequency (RF) …