A Survey on the Applications of Convolutional Neural Networks for Synthetic Aperture Radar: Recent Advances

Amir Hosein Oveis, Elisa Giusti, Selenia Ghio, +1

IEEE Aerospace and Electronic Systems Magazine

Convolutional Neural NetworkEngineeringMachine LearningImage ClassificationImage Analysis +14

Multibistatic Radar for Space Surveillance and Tracking

Davide Cataldo, Luca Gentile, Selenia Ghio, +3

IEEE Aerospace and Electronic Systems Magazine

RadarEngineeringAerospace EngineeringSynthetic Aperture RadarMultibistatic Radar +9

Three-Dimensional Polarimetric InISAR Imaging of Non-Cooperative Targets

Ajeet Kumar, Elisa Giusti, Francesco Mancuso, +3

IEEE Transactions on Computational Imaging

EngineeringAdvanced ImagingImaging RadarSingle-polarimetry InisarMolecular Imaging +15

Extended Openmax Approach for the Classification of Radar Images With a Rejection Option

Amir Hosein Oveis, Elisa Giusti, Selenia Ghio, +1

IEEE Transactions on Aerospace and Electronic Systems

Convolutional Neural NetworkEngineeringMachine LearningRejection OptionImage Classification +21

Open Set Recognition in Synthetic Aperture Radar Using the Openmax Classifier

Elisa Giusti, Selenia Ghio, Amir Hosein Oveis, +1

2022 IEEE Radar Conference (RadarConf22)

Proportional Similarity-Based Openmax Classifier for Open Set Recognition in SAR Images

Elisa Giusti, Selenia Ghio, Amir Hosein Oveis, +1

Remote Sensing

Convolutional Neural NetworkEngineeringMachine LearningRecognition SystemSar Images +19

LIME-Assisted Automatic Target Recognition With SAR Images: Toward Incremental Learning and Explainability

Amir Hosein Oveis, Elisa Giusti, Selenia Ghio, +2

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Drone-based 3D interferometric ISAR Imaging

Elisa Giusti, Selenia Ghio, Marco Martorella

CNN for Radial Velocity and Range Components Estimation of Ground Moving Targets in SAR

Amir Hosein Oveis, Elisa Giusti, Selenia Ghio, +1

Ground Moving TargetsEngineeringMachine LearningComplex ImageImage Analysis +14

Long baseline bistatic radar imaging of tumbling space objects for enhancing space domain awareness

Alexander Serrano, Alexander Kobsa, Faruk Uysal, +13

IET Radar Sonar & Navigation