Automatic target recognition on synthetic aperture radar imagery: A survey

O Kechagias-Stamatis, N Aouf - IEEE Aerospace and Electronic …, 2021 - ieeexplore.ieee.org
Automatic target recognition (ATR) for military applications is one of the core processes
toward enhancing intelligence and autonomously operating military platforms. Spurred by …

A lightweight convolutional neural network based on visual attention for SAR image target classification

J Shao, C Qu, J Li, S Peng - Sensors, 2018 - mdpi.com
With the continuous development of the convolutional neural network (CNN) concept and
other deep learning technologies, target recognition in Synthetic Aperture Radar (SAR) …

[HTML][HTML] A lightweight fully convolutional neural network for SAR automatic target recognition

J Yu, G Zhou, S Zhou, J Yin - Remote sensing, 2021 - mdpi.com
Automatic target recognition (ATR) in synthetic aperture radar (SAR) images has been
widely used in civilian and military fields. Traditional model-based methods and template …

Clisar-net: A deformation-robust isar image classification network using contrastive learning

P Ni, Y Liu, H Pei, H Du, H Li, G Xu - Remote Sensing, 2022 - mdpi.com
The inherent unknown deformations of inverse synthetic aperture radar (ISAR) images, such
as translation, scaling, and rotation, pose great challenges to space target classification. To …

Slow-spinning spacecraft cross-range scaling and attitude estimation based on sequential ISAR images

C Wang, L Jiang, M Li, X Ren… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Attitude estimation for space targets based on inverse synthetic aperture radar (ISAR) is
essential for various on-orbit operations, including spacecraft status analysis and fall …

A deformation robust ISAR image satellite target recognition method based on PT-CCNN

W Lu, Y Zhang, C Yin, C Lin, C Xu, X Zhang - IEEE Access, 2021 - ieeexplore.ieee.org
To tackle the inherent unknown deformation (eg, translation, rotation and scaling) of the
inverse synthetic aperture radar (ISAR) images, a deep polar transformer-circular …

Exploring intelligent image recognition technology of football robot using omnidirectional vision of internet of things

T Wang - The Journal of Supercomputing, 2022 - Springer
With the improvement and development of intelligent robot technology, such technology is
gradually used to improve the intelligence of national sports fitness. The study aims to …

Multi-stream fast fourier convolutional neural network for automatic target recognition of ground military vehicle

OJ Awujoola, PO Odion… - Artificial Intelligence …, 2022 - ojs.bonviewpress.com
The synthetic aperture radar (SAR) is very useful in both military and civilian applications
due to its 24/7, all-weather, and high resolution capabilities, as well as its ability to recognize …

A fast recognition method for space targets in ISAR images based on local and global structural fusion features with lower dimensions

H Yang, Y Zhang, W Ding - International Journal of Aerospace …, 2020 - Wiley Online Library
Feature extraction is the key step of Inverse Synthetic Aperture Radar (ISAR) image
recognition. However, limited by the cost and conditions of ISAR image acquisition, it is …

[HTML][HTML] Staring-imaging satellite pointing estimation based on sequential ISAR images

W Canyu, L Jiang, W Zhong, REN **aoyuan… - Chinese Journal of …, 2024 - Elsevier
Pointing estimation for spacecraft using Inverse Synthetic Aperture Radar (ISAR) images
plays a significant role in space situational awareness and surveillance. However, feature …