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Publication

A Dictionary-Based Integrated Simulation Approach to Model Large- and Small-Scale Coherent Surface Scattering Phenomena in Radar Sounder Data

E. Sbalchiero, M. Cortellazzi, S. Thakur and L. Bruzzone
IEEE Transactions on Geoscience and Remote Sensing, vol. 61, pp. 1-19, 2023, Art no. 4600819
DOI 10.1109/TGRS.2023.3317234

Posted in International Journal, Publication

A Weakly Supervised Transfer Learning Approach for Radar Sounder Data Segmentation

M.H. Garcia, E. Donini and F. Bovolo
IEEE Transactions on Geoscience and Remote Sensing, vol. 61, pp. 1-18, 2023, Art no. 4501018
DOI 10.1109/TGRS.2023.3252939

Posted in International Journal, Publication

Subsurface signatures of bright terrain formation models on Ganymede by 3D radar sounder simulations

E. Sbalchiero, S. Thakur, M. Cortellazzi and L. Bruzzone
Icarus, 2023, 394, 115351
DOI 10.1016/j.icarus.2022.115351

Posted in International Journal, Publication

An FFT-based CNN-transformer encoder for semantic segmentation of radar sounder signal

R. Ghosh and F. Bovolo
Image and Signal Processing for Remote Sensing XXVIII. SPIE, 2022. p. 204-210
DOI 10.1117/12.2636693

Posted in Conference & Workshop, Publication

Unsupervised semantic segmentation of radar sounder data using contrastive learning

E. Donini, M. Amico, L. Bruzzone and F. Bovolo
Image and Signal Processing for Remote Sensing XXVIII. SPIE, 2022. p. 171-180
DOI 10.1117/12.2636437

Posted in Conference & Workshop, Publication

A multi-layer simulation technique for modeling large and small-scale scattering in radar sounder data

M. Cortellazzi, S. Thakur, E. Sbalchiero and L. Bruzzone
Image and Signal Processing for Remote Sensing XXVIII. SPIE, 2022. p. 189-203.
DOI 10.1117/12.2638225

Posted in Conference & Workshop, Publication

An overview of GPR subsurface exploration of planets and moons

E. Pettinelli, B. Cosciotti, S.E. Lauro and E. Mattei
The Leading Edge, 2022, 41(10), 672-680
DOI 10.1117/12.2636437

Posted in International Journal, Publication

A Method for Focusing Raw Simulated Radar Sounder Data

E. Sbalchiero, S. Thakur and L. Bruzzone
IGARSS 2022 – 2022 IEEE International Geoscience and Remote Sensing Symposium, Kuala Lumpur, Malaysia, 2022, pp. 8004-8007
DOI 10.1109/IGARSS46834.2022.9883721

Posted in Conference & Workshop, Publication

A Hybrid CNN-Transformer Architecture for Semantic Segmentation of Radar Sounder data

R. Ghosh and F. Bovolo
IGARSS 2022 – 2022 IEEE International Geoscience and Remote Sensing Symposium, Kuala Lumpur, Malaysia, 2022, pp. 1320-1323
DOI 10.1109/IGARSS46834.2022.9883124

Posted in Conference & Workshop, Publication

An Unsupervised Deep Learning Method for the Super-Resolution of Radar Sounder Data

E. Donini, A. Kasibovic, M.H. Garcia, L. Bruzzone and F. Bovolo
IGARSS 2022 – 2022 IEEE International Geoscience and Remote Sensing Symposium, Kuala Lumpur, Malaysia, 2022, pp. 1696-1699
DOI 10.1109/IGARSS46834.2022.9884343

Posted in Conference & Workshop, Publication

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