Hossein Aghababaei

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 23

Top Topics

Diffusion Model

Top Venues

IEEE Geosci. Remote. Sens. Lett.

IEEE Trans. Geosci. Remote. Sens.

Publications

Hossein Armeshi, Mahmod Reza Sahebi, Hossein Aghababaei
A TomoSAR regularization-based method for height change detection in urban areas. Int. J. Appl. Earth Obs. Geoinformation 129 (2024)
Wenyu Yang, Sergio Vitale, Hossein Aghababaei, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi
CATSNet: a context-aware network for Height Estimation in a Forested Area based on Pol-TomoSAR data. CoRR (2024)
Yaobin Ma, Peng Ke, Hossein Aghababaei, Ling Chang, Jingbo Wei
Despeckling SAR Images With Log-Yeo-Johnson Transformation and Conditional Diffusion Models. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Hossein Aghababaei, Giampaolo Ferraioli, Sergio Vitale
Deep Learning based Data Augmentation for Restoring SAR Images. IGARSS (2023)
Hossein Aghababaei, Giampaolo Ferraioli, Alfred Stein, Sergio Vitale
Deep-Learning-Based Polarimetric Data Augmentation: Dual2Full-Pol Extension. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Wenyu Yang, Sergio Vitale, Hossein Aghababaei, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi
A Deep Learning Solution for Height Estimation on a Forested Area Based on Pol-TomoSAR Data. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Xialei Lu, Sergio Vitale, Hossein Aghababaei, Wenyu Yang, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi
Multi-Objective Neural Network for Polsar Image Restoration. IGARSS (2023)
Benyamin Hosseiny, Jalal Amini, Hossein Aghababaei
Structural displacement monitoring using ground-based synthetic aperture radar. Int. J. Appl. Earth Obs. Geoinformation 116 (2023)
Wenyu Yang, Hossein Aghababaei, Giampaolo Ferraioli, X. Lu, Vito Pascazio, Sergio Vitale, Gilda Schirinzi
DL Based Forest Height Reconstruction Using Single-Pol Tomosar Images. IGARSS (2023)
Wenyu Yang, Sergio Vitale, Hossein Aghababaei, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi
A Deep Learning Solution for Height Inversion on Forested Areas Using Single and Dual Polarimetric TomoSAR. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Maryam Poorazimy, Shaban Shataee, Hossein Aghababaei, Erkki Tomppo, Jaan Praks
First Demonstration of Space-Borne Polarization Coherence Tomography for Characterizing Hyrcanian Forest Structural Diversity. Remote. Sens. 15 (3) (2023)
Benyamin Hosseiny, Jalal Amini, Hossein Aghababaei, Giampaolo Ferraioli
Enabling High-Resolution Micro-Vibration Detection Using Ground-Based Synthetic Aperture Radar: A Case Study for Pipeline Monitoring. Remote. Sens. 15 (16) (2023)
Mehrnoosh Omati, Mahmod Reza Sahebi, Hossein Aghababaei
Evaluation of Nonparametric SAR Tomography Methods for Urban Building Reconstruction. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Hossein Aghababaei, Giampaolo Ferraioli, Sergio Vitale, Roghayeh Zamani, Gilda Schirinzi, Vito Pascazio
Nonlocal Model-Free Denoising Algorithm for Single- and Multichannel SAR Data. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Hossein Aghababaei, Sergio Vitale, Roghayeh Zamani, Giampaolo Ferraioli
Fully Polarimetric Sar Image Despeckling using Deep Neural Netwrok. IGARSS (2022)
Hossein Aghababaei, Giampaolo Ferraioli, Alfred Stein, Luís Gómez Déniz
Polarization Optimization for the Detection of Multiple Persistent Scatterers Using SAR Tomography. Remote. Sens. 14 (9) (2022)
Roghayeh Zamani, Hossein Aghababaei
Deformation Velocity-Based Regularization of Multibaseline SAR Interferometry. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Roghayeh Zamani, Hossein Aghababaei, Giampaolo Ferraioli
Efficiency of Contextual Information in Processing of Interferometric Data Stacks. IGARSS (2021)
Hossein Aghababaei, Giampaolo Ferraioli
Statistical Indices for Despeckling Evaluation in Multichannel SAR Images. IEEE Geosci. Remote. Sens. Lett. 18 (2) (2021)
Hossein Aghababaei, Giampaolo Ferraioli, Roghayeh Zamani
Polarimetric SAR Images for Characterization of Urban Targets. IGARSS (2021)
Sergio Vitale, Hossein Aghababaei, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi
A Multi-Objective Approach for Multi-Channel SAR Despeckling. IGARSS (2021)
Hossein Aghababaei
On the Assessment of Non-Local Multi-Looking in Detection of Persistent Scatterers Using SAR Tomography. Remote. Sens. 12 (19) (2020)
Hossein Aghababaei, Alessandra Budillon, Giampaolo Ferraioli, Angel Caroline Johnsy, Vito Pascazio, Gilda Schirinzi
Multiple Scatterers Detection Based on Signal Correlation Eploitation in Urban Sar Tomography. IGARSS (2018)