Search Results for author: Seyed Kazem Alavipanah

Found 2 papers, 2 papers with code

TSGAN: An Optical-to-SAR Dual Conditional GAN for Optical based SAR Temporal Shifting

1 code implementation31 Dec 2023 Moien Rangzan, Sara Attarchi, Richard Gloaguen, Seyed Kazem Alavipanah

We propose a novel approach, termed SAR Temporal Shifting, which inputs an optical data from the desired timestamp along with a SAR data from a different temporal point but with a consistent viewing geometry as the expected SAR data, both complemented with a change map of optical data during the intervening period.

Generative Adversarial Network SSIM +1

SoilNet: An Attention-based Spatio-temporal Deep Learning Framework for Soil Organic Carbon Prediction with Digital Soil Mapping in Europe

1 code implementation7 Aug 2023 Nafiseh Kakhani, Moien Rangzan, Ali Jamali, Sara Attarchi, Seyed Kazem Alavipanah, Thomas Scholten

Digital soil mapping (DSM) is an advanced approach that integrates statistical modeling and cutting-edge technologies, including machine learning (ML) methods, to accurately depict soil properties and their spatial distribution.

Attribute Decision Making +2

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