Norman Kerle

University of Twente — Netherlands

Engineering · Physical Sciences

55h-index10.3kcitations232works2.42yr avg
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Research Topics

Remote-Sensing Image Classification(50), Landslides and related hazards(46), Flood Risk Assessment and Management(39), Remote Sensing and LiDAR Applications(39), 3D Surveying and Cultural Heritage(27)

Publications232 total

Real-Time Bundle Adjustment for Ultra-High-Resolution UAV Imagery Using Adaptive Patch-Based Feature Tracking
ISPRS annals of the photogrammetry, remote sensing and spatial information sciences·2025Open Access
Evaluating impact-based forecasting models for tropical cyclone anticipatory action
International Journal of Disaster Risk Reduction·2025· 2 citedOpen Access
Spatial econometric modeling of socioeconomic vulnerability and flood impact: Towards a risk-layering approach in southern Malawi
International Journal of Disaster Risk Reduction·2025· 3 citedOpen Access
Challenges and opportunities in the harmonization of trigger models for Anticipatory Action; a multi-hazard and multi-agency perspective
2025Open Access
Remote Sensing for Disaster Risk Management—Advances and Limitations
Elsevier eBooks·2024Open Access
End-to-End Nano-Drone Obstacle Avoidance for Indoor Exploration
Drones·2024· 14 citedOpen Access
Complementarity of Field and Remote Sensing Based Damage Assessments in the Early Analysis of Shelter Loss for the February 2023 Türkiye Earthquakes
Lecture notes in civil engineering·2024
Spatial Dependencies of Socioeconomic Vulnerability and Flood Impact: Towards a Risk Layering Approach in Southern Malawi
SSRN Electronic Journal·2024Open Access
Lite-Mono: A Lightweight CNN and Transformer Architecture for Self-Supervised Monocular Depth Estimation
2023· 303 citedOpen Access
Channel-Aware Distillation Transformer for Depth Estimation on Nano Drones
arXiv (Cornell University)·2023Open Access
Evaluating the explainability and performance of an elementary versus a statistical impact-based forecasting model
2023Open Access
Lite-Mono: A Lightweight CNN and Transformer Architecture for Self-Supervised Monocular Depth Estimation
arXiv (Cornell University)·2022· 7 citedOpen Access
Microdrone-Based Indoor Mapping with Graph SLAM
Drones·2022· 27 citedOpen Access
Towards Improved Unmanned Aerial Vehicle Edge Intelligence: A Road Infrastructure Monitoring Case Study
Remote Sensing·2022· 23 citedOpen Access
Training a Disaster Victim Detection Network for UAV Search and Rescue Using Harmonious Composite Images
Remote Sensing·2022· 38 citedOpen Access
UNSUPERVISED HARMONIOUS IMAGE COMPOSITION FOR DISASTER VICTIM DETECTION
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2022· 8 citedOpen Access
MICRO AND MACRO QUADCOPTER DRONES FOR INDOOR MAPPING TO SUPPORT DISASTER MANAGEMENT
ISPRS annals of the photogrammetry, remote sensing and spatial information sciences·2022· 14 citedOpen Access
LISU: Low-light indoor scene understanding with joint learning of reflectance restoration
ISPRS Journal of Photogrammetry and Remote Sensing·2021· 25 citedOpen Access
TOWARDS LEARNING LOW-LIGHT INDOOR SEMANTIC SEGMENTATION WITH ILLUMINATION-INVARIANT FEATURES
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2021· 7 citedOpen Access
Agent-based modelling of post-disaster recovery with remote sensing data
International Journal of Disaster Risk Reduction·2021· 81 citedOpen Access
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Frequent Co-authors

Victor Jetten(8), Francesco Nex(8), Alfred Stein(6), Tapas R. Martha(5), C.J. van Westen(5), M. Gerke(5), George Vosselman(5), Diogo Duarte(5), André Stumpf(4), Saman Ghaffarian(4), K. Vinod Kumar(3), Anand Vetrivel(3), Hamid Reza Pourghasemi(3), Benjamín van Wyk de Vries(3), R. Shruthi(3), K. Vinod Kumar(2), Divyani Kohli(2), Richard Sliuzas(2), Jean‐Philippe Malet(2), Iswar Das(2)