Hossein Aghababaei

According to our database, Hossein Aghababaei authored at least 28 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Despeckling SAR Images With Log-Yeo-Johnson Transformation and Conditional Diffusion Models.

Yaobin Ma, Peng Ke, Hossein Aghababaei, Ling Chang, Jingbo Wei

IEEE Trans. Geosci. Remote. Sens., 2024

Training Supervised Neural Networks for PolSAR Despeckling With an Hybrid Approach.

Xialei Lu, Sergio Vitale, Hossein Aghababaei, Giampaolo Ferraioli, Vito Pascazio

IEEE Geosci. Remote. Sens. Lett., 2024

CATSNet: a context-aware network for Height Estimation in a Forested Area based on Pol-TomoSAR data.

Wenyu Yang, Sergio Vitale, Hossein Aghababaei, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi

CoRR, 2024

A TomoSAR regularization-based method for height change detection in urban areas.

Hossein Armeshi, Mahmod Reza Sahebi, Hossein Aghababaei

Int. J. Appl. Earth Obs. Geoinformation, 2024

Analysis of A Deep Learning Solution for Tomosar Forest Reconstruction.

Wenyu Yang, Giampaolo Ferraioli, Xialei Lu, Vito Pascazio, Gilda Schirinzi, Sergio Vitale, Hossein Aghababaei

Proceedings of the IGARSS 2024, 2024

Speckle Reduction in Dual-Polarimetric SAR Images Based on Conditional Diffusion Model.

Yaobin Ma, Hossein Aghababaei, Ling Chang, Peng Ke, Jingbo Wei

Proceedings of the IGARSS 2024, 2024

A Deep Learning Solution to Phase Calibration of SAR Tomography.

Hossein Aghababaei, Sergio Vitale, Giampaolo Ferraioli

Proceedings of the IGARSS 2024, 2024

Visual Question Answering for Wishart H-Alpha Classification of Polarimetric SAR Images.

Hossein Aghababaei, Alfred Stein

Proceedings of the IGARSS 2024, 2024

2023

Enabling High-Resolution Micro-Vibration Detection Using Ground-Based Synthetic Aperture Radar: A Case Study for Pipeline Monitoring.

Benyamin Hosseiny, Jalal Amini, Hossein Aghababaei, Giampaolo Ferraioli

Remote. Sens., August, 2023

First Demonstration of Space-Borne Polarization Coherence Tomography for Characterizing Hyrcanian Forest Structural Diversity.

Maryam Poorazimy, Shaban Shataee, Hossein Aghababaei, Erkki Tomppo, Jaan Praks

Remote. Sens., February, 2023

Structural displacement monitoring using ground-based synthetic aperture radar.

Benyamin Hosseiny, Jalal Amini, Hossein Aghababaei

Int. J. Appl. Earth Obs. Geoinformation, February, 2023

A Deep Learning Solution for Height Estimation on a Forested Area Based on Pol-TomoSAR Data.

Wenyu Yang, Sergio Vitale, Hossein Aghababaei, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi

IEEE Trans. Geosci. Remote. Sens., 2023

Deep-Learning-Based Polarimetric Data Augmentation: Dual2Full-Pol Extension.

Hossein Aghababaei, Giampaolo Ferraioli, Alfred Stein, Sergio Vitale

IEEE Trans. Geosci. Remote. Sens., 2023

A Deep Learning Solution for Height Inversion on Forested Areas Using Single and Dual Polarimetric TomoSAR.

Wenyu Yang, Sergio Vitale, Hossein Aghababaei, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi

IEEE Geosci. Remote. Sens. Lett., 2023

DL Based Forest Height Reconstruction Using Single-Pol Tomosar Images.

Wenyu Yang, Hossein Aghababaei, Giampaolo Ferraioli, X. Lu, Vito Pascazio, Sergio Vitale, Gilda Schirinzi

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Multi-Objective Neural Network for Polsar Image Restoration.

Xialei Lu, Sergio Vitale, Hossein Aghababaei, Wenyu Yang, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Deep Learning based Data Augmentation for Restoring SAR Images.

Hossein Aghababaei, Giampaolo Ferraioli, Sergio Vitale

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Nonlocal Model-Free Denoising Algorithm for Single- and Multichannel SAR Data.

Hossein Aghababaei, Giampaolo Ferraioli, Sergio Vitale, Roghayeh Zamani, Gilda Schirinzi, Vito Pascazio

IEEE Trans. Geosci. Remote. Sens., 2022

Polarization Optimization for the Detection of Multiple Persistent Scatterers Using SAR Tomography.

Hossein Aghababaei, Giampaolo Ferraioli, Alfred Stein, Luís Gómez Déniz

Remote. Sens., 2022

Deformation Velocity-Based Regularization of Multibaseline SAR Interferometry.

Roghayeh Zamani, Hossein Aghababaei

IEEE Geosci. Remote. Sens. Lett., 2022

Evaluation of Nonparametric SAR Tomography Methods for Urban Building Reconstruction.

Mehrnoosh Omati, Mahmod Reza Sahebi, Hossein Aghababaei

IEEE Geosci. Remote. Sens. Lett., 2022

Fully Polarimetric Sar Image Despeckling using Deep Neural Netwrok.

Hossein Aghababaei, Sergio Vitale, Roghayeh Zamani, Giampaolo Ferraioli

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Statistical Indices for Despeckling Evaluation in Multichannel SAR Images.

Hossein Aghababaei, Giampaolo Ferraioli

IEEE Geosci. Remote. Sens. Lett., 2021

Efficiency of Contextual Information in Processing of Interferometric Data Stacks.

Roghayeh Zamani, Hossein Aghababaei, Giampaolo Ferraioli

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

A Multi-Objective Approach for Multi-Channel SAR Despeckling.

Sergio Vitale, Hossein Aghababaei, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Polarimetric SAR Images for Characterization of Urban Targets.

Hossein Aghababaei, Giampaolo Ferraioli, Roghayeh Zamani

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

On the Assessment of Non-Local Multi-Looking in Detection of Persistent Scatterers Using SAR Tomography.

Hossein Aghababaei

Remote. Sens., 2020

2018

Multiple Scatterers Detection Based on Signal Correlation Eploitation in Urban Sar Tomography.

Hossein Aghababaei, Alessandra Budillon, Giampaolo Ferraioli, Angel Caroline Johnsy, Vito Pascazio, Gilda Schirinzi

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018