[HTML][HTML] Weakly supervised segmentation of SAR imagery using superpixel and hierarchically adversarial CRF

F Ma, F Gao, J Sun, H Zhou, A Hussain - Remote Sensing, 2019 - mdpi.com
Synthetic aperture radar (SAR) image segmentation aims at generating homogeneous
regions from a pixel-based image and is the basis of image interpretation. However, most of …

[HTML][HTML] Fast urban land cover mapping exploiting Sentinel-1 and Sentinel-2 data

N Petrushevsky, M Manzoni, A Monti-Guarnieri - Remote Sensing, 2021 - mdpi.com
The rapid change and expansion of human settlements raise the need for precise remote-
sensing monitoring tools. While some Land Cover (LC) maps are publicly available, the …

Land Use Analysis Using a Compact Parametrization of Multi-Temporal SAR Data

F Asaro, CM Prati, B Belletti, S Bizzi… - IGARSS 2018-2018 …, 2018 - ieeexplore.ieee.org
The present work presents a novel and robust method that exploits multi-temporal Sentinel-1
SAR data for land use classification. The method is built on an interferometric stack of multi …