A comprehensive review of hyperspectral data fusion with lidar and sar data

S Kahraman, R Bacher - Annual Reviews in Control, 2021 - Elsevier
With the development of remote sensing techniques, the fusion of multimodal data,
particularly hyperspectral-Light Detection And Ranging (HS-LiDAR) and hyperspectral-SAR …

Humanitarian applications of machine learning with remote-sensing data: review and case study in refugee settlement map**

JA Quinn, MM Nyhan, C Navarro… - … of the Royal …, 2018 - royalsocietypublishing.org
The coordination of humanitarian relief, eg in a natural disaster or a conflict situation, is often
complicated by a scarcity of data to inform planning. Remote sensing imagery, from satellites …

Toward the remote monitoring of armed conflicts

V Sticher, JD Wegner, B Pfeifle - PNAS nexus, 2023 - academic.oup.com
The war in Ukraine has pushed the role of satellite imagery in armed conflicts into the
spotlight. For a long time, satellite images were primarily used for military and intelligence …

Earth observation tools and services to increase the effectiveness of humanitarian assistance

S Lang, P Füreder, B Riedler, L Wendt… - European Journal of …, 2020 - Taylor & Francis
Humanitarian action has rapidly adopted Earth observation (EO) and geospatial
technologies sha** them according to their needs. Protracted crises and large-scale …

Remote sensing image fusion using hierarchical multimodal probabilistic latent semantic analysis

R Fernandez-Beltran, JM Haut… - IEEE Journal of …, 2018 - ieeexplore.ieee.org
The generative semantic nature of probabilistic topic models has recently shown
encouraging results within the remote sensing image fusion field when conducting land …

Spatial-temporal super-resolution of satellite imagery via conditional pixel synthesis

Y He, D Wang, N Lai, W Zhang… - Advances in …, 2021 - proceedings.neurips.cc
High-resolution satellite imagery has proven useful for a broad range of tasks, including
measurement of global human population, local economic livelihoods, and biodiversity …

Synergistic use of Sentinel-1 and Sentinel-2 for improved LULC map** with special reference to bad land class: a case study for Yamuna River floodplain, India

A Khan, H Govil, G Kumar, R Dave - Spatial Information Research, 2020 - Springer
High accuracy land use/land cover (LULC) map** of Yamuna Chambal ravines for
reclamation and conservation of these degraded/badlands is indispensable. Integration of …

Multi-source remote sensing image fusion for ship target detection and recognition

J Liu, H Chen, Y Wang - Remote Sensing, 2021 - mdpi.com
The active recognition of interesting targets has been a vital issue for remote sensing. In this
paper, a novel multi-source fusion method for ship target detection and recognition is …

[HTML][HTML] Multi-sensor feature fusion for very high spatial resolution built-up area extraction in temporary settlements

PA Pelizari, K Spröhnle, C Geiß, E Schoepfer… - Remote sensing of …, 2018 - Elsevier
Detailed and up-to-date knowledge on the situation in temporary settlements of forced
migrants plays an important role for effective humanitarian assistance. These settlements …

Map** of dwellings in IDP/refugee settlements from very high-resolution satellite imagery using a mask region-based convolutional neural network

GW Gella, L Wendt, S Lang, D Tiede, B Hofer, Y Gao… - Remote Sensing, 2022 - mdpi.com
Earth-observation-based map** plays a critical role in humanitarian responses by
providing timely and accurate information in inaccessible areas, or in situations where …