Mapping of Dwellings in IDP/Refugee Settlements from Very High-Resolution Satellite Imagery Using a Mask Region-Based Convolutional Neural Network

Influence of Data Splitting on Performance of Machine Learning Models in Prediction of Shear Strength of Soil

(2021) Quang Hung Nguyen et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Development after Displacement: Evaluating the Utility of OpenStreetMap Data for Monitoring Sustainable Development Goal Progress in Refugee Settlements

(2021) Jamon Van Den Hoek et al.   ISPRS International Journal of Geo-Information

Rethinking pre-training on medical imaging

(2021) Yang Wen et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Satellite-Based Human Settlement Datasets Inadequately Detect Refugee Settlements: A Critical Assessment at Thirty Refugee Settlements in Uganda

(2021) Jamon Van Den Hoek et al.   Remote Sensing

Building Extraction from Airborne LiDAR Data Based on Multi-Constraints Graph Segmentation

(2021) Zhenyang Hui et al.   Remote Sensing

Automated cattle counting using Mask R-CNN in quadcopter vision system

(2020) Beibei Xu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A Brief Survey on Semantic Segmentation with Deep Learning

(2020) Shijie Hao et al.   NEUROCOMPUTING

Transferable instance segmentation of dwellings in a refugee camp - integrating CNN and OBIA

(2020) Omid Ghorbanzadeh et al.   European Journal of Remote Sensing

On the Importance of Train–Test Split Ratio of Datasets in Automatic Landslide Detection by Supervised Classification

(2020) Kamila Pawluszek-Filipiak et al.   Remote Sensing

Deep Learning for Effective Refugee Tent Extraction Near Syria–Jordan Border

(2020) Yan Lu et al.   IEEE Geoscience and Remote Sensing Letters

MAP-Net: Multiple Attending Path Neural Network for Building Footprint Extraction From Remote Sensed Imagery

(2020) Qing Zhu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Automatic Building Extraction from Google Earth Images under Complex Backgrounds Based on Deep Instance Segmentation Network

(2019) Qi Wen et al.   SENSORS

Refugee Camp Monitoring and Environmental Change Assessment of Kutupalong, Bangladesh, Based on Radar Imagery of Sentinel-1 and ALOS-2

(2019) Andreas Braun et al.   Remote Sensing

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

(2019) Stefan Lang et al.   European Journal of Remote Sensing

Building Footprint Extraction from Multispectral, Spaceborne Earth Observation Datasets Using a Structurally Optimized U-Net Convolutional Neural Network

(2019) Giorgio Pasquali et al.   Remote Sensing

Multifractality in Humanitarian Applications: A Case Study of Internally Displaced Persons/Refugee Camps

(2019) Malgorzata Jenerowicz et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

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

(2018) Patrick Aravena Pelizari et al.   REMOTE SENSING OF ENVIRONMENT

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

(2018) John A. Quinn et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Object-Based Analysis and Fusion of Optical and SAR Satellite Data for Dwelling Detection in Refugee Camps

(2017) Kristin Sprohnle et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Deep Learning of Transferable Representation for Scalable Domain Adaptation

(2016) Mingsheng Long et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Detecting tents to estimate the displaced populations for post-disaster relief using high resolution satellite imagery

(2015) Shifeng Wang et al.   International Journal of Applied Earth Observation and Geoinformation

Metrics for evaluating 3D medical image segmentation: analysis, selection, and tool

(2015) Abdel Aziz Taha et al.   BMC MEDICAL IMAGING

Earth Observation-Based Dwelling Detection Approaches in a Highly Complex Refugee Camp Environment — A Comparative Study

(2014) Kristin Spröhnle et al.   Remote Sensing

Automated Analysis of Satellite Imagery to provide Information Products for Humanitarian Relief Operations in Refugee Camps – from Scientic Development towards Operational Services Automatische Auswertung von Satellitenbilddaten zur Bereitstellung von Informationen zur Unterstützung von humanitären Hilfsaktionen in Flüchtlingslagern–von wissenschaftlicher Entwicklung bis hin zu funktionsfä higen Diensten

(2013) Dirk Tiede et al.   Photogrammetrie Fernerkundung Geoinformation

Integrated assessment of the environmental impact of an IDP camp in Sudan based on very high resolution multi-temporal satellite imagery

(2012) Michael Hagenlocher et al.   REMOTE SENSING OF ENVIRONMENT

Enumeration of Dwellings in Darfur Camps From GeoEye-1 Satellite Images Using Mathematical Morphology

(2010) Thomas Kemper et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Earth observation (EO)-based ex post assessment of internally displaced person (IDP) camp evolution and population dynamics in Zam Zam, Darfur

(2010) Stefan Lang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING