Automatic target recognition by means of polarimetric ISAR images and neural networks

M Martorella, E Giusti, A Capria… - IEEE Transactions on …, 2009 - ieeexplore.ieee.org
Inverse synthetic aperture radar (ISAR) images are often used for classifying and
recognizing targets. Moreover, the use of fully polarimetric ISAR (Pol-ISAR) images …

ISAR geometry, signal model, and image processing algorithms

A Lazarov, C Minchev - IET Radar, Sonar & Navigation, 2017 - Wiley Online Library
Inverse synthetic aperture radar (ISAR) technique provides high‐resolution images of
observed moving objects. However, shadow‐occluded effects and noise, which results in …

Polarimetrically-persistent-scatterer-based automatic target recognition

E Giusti, M Martorella, A Capria - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
Reliable automatic target recognition (ATR) systems based on inverse synthetic aperture
radar (ISAR) images require a robust feature selection. An ATR system based on …

Automatic algorithm for inverse synthetic aperture radar images recognition and classification

V Zeljković, Q Li, R Vincelette, C Tameze, F Liu - IET radar, sonar & navigation, 2010 - IET
The authors propose an algorithm for automatic aircraft categories that is models
classification from inverse synthetic aperture radar (ISAR) images that use pulse reflection …

[PDF][PDF] ISAR image recognition algorithm and neural network implementation

A Lazarov, C Minchev - Cybernetics and Information Technologies, 2017 - sciendo.com
The image recognition and identification procedures are comparatively new in the scope of
ISAR (Inverse Synthetic Aperture Radar) applications and based on specific defects in ISAR …

Automatic aircraft target recognition by ISAR image processing based on neural classifier

F Benedetto, FR Fulginei, A Laudani… - … Journal of Advanced …, 2012 - search.proquest.com
This work proposes a new automatic target classifier, based on a combined neural networks'
system, by ISAR image processing. The novelty introduced in our work is twofold. We first …

Radar HRRP target recognition via statistics‐based scattering centre set registration

J Wang, Z Liu, T Li, L Ran, R Xie - IET Radar, Sonar & …, 2019 - Wiley Online Library
Due to the presence of noise and range resolution variation, each attribute of the scattering
centre (SC) extracted from high‐resolution range profile (HRRP) data is a random variable …

Instrumental CWLFM high-range resolution radar in millimeter waveband for ISAR imaging

Á Blanco-del-Campo, A Asensio-Lopez… - IEEE Sensors …, 2010 - ieeexplore.ieee.org
This paper shows a High-Range Resolution (HRR) Radar prototype development,
transmitting in millimeter-wave band. The waveform selected to be used is the continuous …

Automatic target recognition of terrestrial vehicles based on polarimetric ISAR image and model matching

M Martorella, E Giusti, F Berizzi… - … Conference on Radar, 2008 - ieeexplore.ieee.org
An Automatic Target Recognition (ATR) algorithm has recently been proposed that makes
use of Polarimetric ISAR images and a Model Matching approach. In this paper, the authors …

Polarimetric 3D-ISAR

CY Pui, B Ng, L Rosenberg… - 2022 IEEE Radar …, 2022 - ieeexplore.ieee.org
In a maritime radar, inverse synthetic aperture radar (ISAR) is used to image and classify
non-cooperative targets. Three dimensional (3D)-ISAR has been developed to improve the …