Hossein Aghababaei

31 papers C 12Journal 19
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Deep Learning Solution for Phase Screen Estimation in SAR Tomography.
IEEE Geosci. Remote. Sens. Lett.
Hossein Aghababaei, Giampaolo Ferraioli, Sergio Vitale, Alfred Stein
2025 J jnl
A Joint Real- and Complex-Valued Network for Classification of Pol(In)SAR Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yaobin Ma, Hossein Aghababaei, Ling Chang, Xiaohua Deng, Jingbo Wei
2025 J jnl
Erratum to "A Deep Learning Solution for Phase Screen Estimation in SAR Tomography".
IEEE Geosci. Remote. Sens. Lett.
Hossein Aghababaei, Giampaolo Ferraioli, Sergio Vitale, Alfred Stein
2024 C conf
A Deep Learning Solution to Phase Calibration of SAR Tomography.
IGARSS
Hossein Aghababaei, Sergio Vitale, Giampaolo Ferraioli
2024 J jnl
A TomoSAR regularization-based method for height change detection in urban areas.
Int. J. Appl. Earth Obs. Geoinformation
Hossein Armeshi, Mahmod Reza Sahebi, Hossein Aghababaei
2024 C conf
Analysis of A Deep Learning Solution for Tomosar Forest Reconstruction.
IGARSS
Wenyu Yang, Giampaolo Ferraioli, Xialei Lu, Vito Pascazio, Gilda Schirinzi, Sergio Vitale, Hossein Aghababaei
2024 J jnl
CATSNet: a context-aware network for Height Estimation in a Forested Area based on Pol-TomoSAR data.
CoRR
Wenyu Yang, Sergio Vitale, Hossein Aghababaei, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi
2024 J jnl
Despeckling SAR Images With Log-Yeo-Johnson Transformation and Conditional Diffusion Models.
IEEE Trans. Geosci. Remote. Sens.
Yaobin Ma, Peng Ke, Hossein Aghababaei, Ling Chang, Jingbo Wei
2024 C conf
Speckle Reduction in Dual-Polarimetric SAR Images Based on Conditional Diffusion Model.
IGARSS
Yaobin Ma, Hossein Aghababaei, Ling Chang, Peng Ke, Jingbo Wei
2024 J jnl
Training Supervised Neural Networks for PolSAR Despeckling With an Hybrid Approach.
IEEE Geosci. Remote. Sens. Lett.
Xialei Lu, Sergio Vitale, Hossein Aghababaei, Giampaolo Ferraioli, Vito Pascazio
2024 C conf
Visual Question Answering for Wishart H-Alpha Classification of Polarimetric SAR Images.
IGARSS
Hossein Aghababaei, Alfred Stein
2023 J jnl
A Deep Learning Solution for Height Estimation on a Forested Area Based on Pol-TomoSAR Data.
IEEE Trans. Geosci. Remote. Sens.
Wenyu Yang, Sergio Vitale, Hossein Aghababaei, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi
2023 J jnl
A Deep Learning Solution for Height Inversion on Forested Areas Using Single and Dual Polarimetric TomoSAR.
IEEE Geosci. Remote. Sens. Lett.
Wenyu Yang, Sergio Vitale, Hossein Aghababaei, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi
2023 C conf
DL Based Forest Height Reconstruction Using Single-Pol Tomosar Images.
IGARSS
Wenyu Yang, Hossein Aghababaei, Giampaolo Ferraioli, X. Lu, Vito Pascazio, Sergio Vitale, Gilda Schirinzi
2023 C conf
Deep Learning based Data Augmentation for Restoring SAR Images.
IGARSS
Hossein Aghababaei, Giampaolo Ferraioli, Sergio Vitale
2023 J jnl
Deep-Learning-Based Polarimetric Data Augmentation: Dual2Full-Pol Extension.
IEEE Trans. Geosci. Remote. Sens.
Hossein Aghababaei, Giampaolo Ferraioli, Alfred Stein, Sergio Vitale
2023 J jnl
Enabling High-Resolution Micro-Vibration Detection Using Ground-Based Synthetic Aperture Radar: A Case Study for Pipeline Monitoring.
Remote. Sens.
Benyamin Hosseiny, Jalal Amini, Hossein Aghababaei, Giampaolo Ferraioli
2023 J jnl
First Demonstration of Space-Borne Polarization Coherence Tomography for Characterizing Hyrcanian Forest Structural Diversity.
Remote. Sens.
Maryam Poorazimy, Shaban Shataee, Hossein Aghababaei, Erkki Tomppo, Jaan Praks
2023 C conf
Multi-Objective Neural Network for Polsar Image Restoration.
IGARSS
Xialei Lu, Sergio Vitale, Hossein Aghababaei, Wenyu Yang, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi
2023 J jnl
Structural displacement monitoring using ground-based synthetic aperture radar.
Int. J. Appl. Earth Obs. Geoinformation
Benyamin Hosseiny, Jalal Amini, Hossein Aghababaei
2022 J jnl
Deformation Velocity-Based Regularization of Multibaseline SAR Interferometry.
IEEE Geosci. Remote. Sens. Lett.
Roghayeh Zamani, Hossein Aghababaei
2022 J jnl
Evaluation of Nonparametric SAR Tomography Methods for Urban Building Reconstruction.
IEEE Geosci. Remote. Sens. Lett.
Mehrnoosh Omati, Mahmod Reza Sahebi, Hossein Aghababaei
2022 C conf
Fully Polarimetric Sar Image Despeckling using Deep Neural Netwrok.
IGARSS
Hossein Aghababaei, Sergio Vitale, Roghayeh Zamani, Giampaolo Ferraioli
2022 J jnl
Nonlocal Model-Free Denoising Algorithm for Single- and Multichannel SAR Data.
IEEE Trans. Geosci. Remote. Sens.
Hossein Aghababaei, Giampaolo Ferraioli, Sergio Vitale, Roghayeh Zamani, Gilda Schirinzi, Vito Pascazio
2022 J jnl
Polarization Optimization for the Detection of Multiple Persistent Scatterers Using SAR Tomography.
Remote. Sens.
Hossein Aghababaei, Giampaolo Ferraioli, Alfred Stein, Luís Gómez Déniz
2021 C conf
A Multi-Objective Approach for Multi-Channel SAR Despeckling.
IGARSS
Sergio Vitale, Hossein Aghababaei, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi
2021 C conf
Efficiency of Contextual Information in Processing of Interferometric Data Stacks.
IGARSS
Roghayeh Zamani, Hossein Aghababaei, Giampaolo Ferraioli
2021 C conf
Polarimetric SAR Images for Characterization of Urban Targets.
IGARSS
Hossein Aghababaei, Giampaolo Ferraioli, Roghayeh Zamani
2021 J jnl
Statistical Indices for Despeckling Evaluation in Multichannel SAR Images.
IEEE Geosci. Remote. Sens. Lett.
Hossein Aghababaei, Giampaolo Ferraioli
2020 J jnl
On the Assessment of Non-Local Multi-Looking in Detection of Persistent Scatterers Using SAR Tomography.
Remote. Sens.
Hossein Aghababaei
2018 C conf
Multiple Scatterers Detection Based on Signal Correlation Eploitation in Urban Sar Tomography.
IGARSS
Hossein Aghababaei, Alessandra Budillon, Giampaolo Ferraioli, Angel Caroline Johnsy, Vito Pascazio, Gilda Schirinzi