Amir Hossein Oveis

Amir Hossein Oveis

Researcher

050/0801558
LinkedIn

Amir Hossein Oveis received his B.Sc. degree from K. N. Toosi University of Technology in Tehran, Iran in 2011, his M.Sc. degree from Amir Kabir University of Technology in Tehran in 2013, and his Ph.D. degree from K. N. Toosi University of Technology in 2018, all in the field of Electrical Engineering and Telecommunication. As part of a research project, he was awarded a scholarship from the National Inter-University Consortium for Telecommunications (CNIT) in Italy and joined the Radar and Surveillance Systems (RaSS) Laboratory in Pisa, Italy in November 2019. He also held a Postdoctoral Researcher position with the Department of Information Engineering at the University of Pisa from 2021 to 2023. He is currently a Researcher at CNIT-RaSS, where his research focuses on Deep Learning, particularly Explainable Artificial Intelligence and Open Set Recognition, as well as Incremental Learning for Synthetic Aperture Radar (SAR) Target Recognition.

Publications

2024

Cheraghy, Maryam Soltanpour, Meysam Abdalla, Hemn Barzan Oveis, Amir Hosein

SVM-Based Factor Graph Design for Max-SR Problem of SCMA Networks Journal Article

In: IEEE Communications Letters, vol. 28, no 4, pp. 877 – 881, 2024.

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2023

Oveis, A. H. Giusti, E. Ghio, S. Meucci, G. Martorella, M.

LIME-Assisted Automatic Target Recognition with SAR Images: Toward Incremental Learning and Explainability Journal Article

In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 16, pp. 9175-9192, 2023.

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Oveis, A. H. Capria, A. Saverino, A. L. Martorella, M.

Convolutional Neural Network for Joint Communication and Radar Signals Classification Conference

vol. 2023-May, 2023.

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Oveis, A. H. Giusti, E. Ghio, S. Meucci, G. Martorella, M.

Incremental Learning in Synthetic Aperture Radar Images Using Openmax Algorithm Conference

vol. 2023-May, 2023.

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Oveis, A. H. Giusti, E. Meucci, G. Ghio, S. Martorella, M.

Explainability In Hyperspectral Image Classification: A Study of Xai Through the Shap Algorithm Conference

2023.

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Oveis, A. H. Giusti, E. Ghio, S. Meucci, G. Martorella, M.

Credible Recognition of Radar Images: Interpretability Metric and Classification Score Conference

vol. 2023-July, 2023.

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Meucci, G. Karahoda, B. Oveis, A. H. Mancuso, F. Jajaga, E. Cantelli-Forti, A.

Naval Cybersecurity in the Age of AI: deceptive ISAR Images Generation with GANs Conference

2023.

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2022

Oveis, A. H. Giusti, E. Ghio, S. Martorella, M.

Extended Openmax Approach for the Classification of Radar Images with a Rejection Option Journal Article

In: IEEE Transactions on Aerospace and Electronic Systems, pp. 1-12, 2022, (cited By 0).

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Giusti, E. Ghio, S. Oveis, A. H. Martorella, M.

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

In: Remote Sensing, vol. 14, no 18, 2022, (cited By 0).

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Oveis, A. H. Giusti, E. Ghio, S. Martorella, M.

Moving and Stationary Targets Separation in SAR Signal Domain Using Parallel Convolutional Autoencoders with RPCA Loss Conference

2022.

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Oveis, A. H. Giusti, E. Ghio, S. Martorella, M.

Open set recognition in sar images using the openmax approach: Challenges and extension to boost the accuracy and robustness Conference

vol. 2022-July, 2022.

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Giusti, E. Ghio, S. Oveis, A. H. Martorella, M.

Open Set Recognition in Synthetic Aperture Radar Using the Openmax Classifier Conference

2022.

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2021

Oveis, A. Martorella, M. Sebt, M. A. Noroozi, A.

Enhanced Azimuth Resolution in Synthetic Aperture Radar Using the MUSIC Algorithm Conference

2021, (cited By 0).

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Oveis, A. H. Giusti, E. Ghio, S. Martorella, M.

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

vol. 2021-May, 2021, (ITS2020).

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Oveis, A. H. Guisti, E. Ghio, S. Martorella, M.

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

In: IEEE Aerospace and Electronic Systems Magazine, 2021, (ITS2020).

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Giusti, E. Ghio, S. Oveis, A. H. Martorella, M.

Transfer Learning-Based Fully-Polarimetric Radar Image Classification with a Rejection Option Conference

2021, (ITS2020).

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2020

Oveis, A. H. Martorella, M. Sebt, M. A. Noroozi, A.

A Computationally Efficient Approach for Velocity Estimation of Ground Moving Targets Conference

vol. 2020-September, 2020, (cited By 0).

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STAFF

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