prof.dr. N. Kerle (Norman)

Engineering & Materials Science

# Damage Detection
# Disasters
# Landslides
# Remote Sensing

Earth & Environmental Sciences

# Damage
# Disaster
# Landslide
# Remote Sensing

Faculty of Geo-Information Science and Earth Observation (ITC), Department of Applied Earth Sciences (AES)

Zhang, N. , Nex, F. C. , Kerle, N. , & Vosselman, G. (2022). LISU: Low-light indoor scene understanding with joint learning of reflectance restoration. ISPRS journal of photogrammetry and remote sensing, 183, 470-481. https://doi.org/10.1016/j.isprsjprs.2021.11.010

Zhang, N. , Nex, F. C. , Kerle, N. , & Vosselman, G. (2021). Towards Learning Low-Light Indoor Semantic Segmentation with Illumination-Invariant Features. In N. Paparoditis, C. Mallet, F. Lafarge, M. Y. Yang, A. Yilmaz, J. D. Wegner, F. Remondino, T. Fuse, & I. Toschi (Eds.), The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences (B2-2021 ed., Vol. XLIII-B2-2021, pp. 427-432). International Society for Photogrammetry and Remote Sensing (ISPRS). https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-427-2021

Ghaffarian, S. , Roy, D. , Filatova, T. , & Kerle, N. (2021). Agent-based modelling of post-disaster recovery with remote sensing data. International journal of disaster risk reduction, 60, 1-15. [102285]. https://doi.org/10.1016/j.ijdrr.2021.102285

Mehvar, S. H. , Wijnberg, K. M. , Borsje, B. W. , Kerle, N. , Schraagen, J. M. , Vinke-de Kruijf, J. , Geurs, K. , Hartmann, A. , Hogeboom, R. , & Hulscher, S. J. M. H. (2021). Review article: Towards Resilient Vital Infrastructure Systems: Challenges, Opportunities, and Future Research Agenda. Natural hazards and earth systems sciences discussions, 21(5), 1383-1407. https://doi.org/10.5194/nhess-21-1383-2021

Ghaffarian, S. (2020). Post-disaster recovery assessment using remote sensing image analysis and agent-based modeling. University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC). https://doi.org/10.3990/1.9789036551106

Jhan, J. , Kerle, N., & Rau, J. (2020). Integrating UAV and Ground Panoramic Images for Point Cloud Analysis of Damaged Building. IEEE geoscience and remote sensing letters, 1-5. https://doi.org/10.1109/LGRS.2020.3048150

Tilon, S. , Nex, F. , Kerle, N. , & Vosselman, G. (2020). Post-Disaster Building Damage Detection from Earth Observation Imagery using Unsupervised and Transferable Anomaly Detecting Generative Adversarial Networks. Remote sensing, 12(24), 1-27. [4193]. https://doi.org/10.3390/rs12244193

Georgiou, H., Vlachopoulos, A., Tzeletopoulou, A., Diles, G., Jaho, E., Fotopoulos, A., Chatzimichail, A., Karakostas, A., Demosthenous, P., Hadjiantonis, A., Meissner, H., Kraft, T., Schischmanow, A., Tolt, G., Paliotta, C. , Kerle, N., Krommyda, M., Karagiannidis, L., Vassilakis, C., & Amditis, A. (2020). Smart boots, fusion engine and aerial assets for enhanced situational awareness and safety in search & rescue operations. 129-132. Paper presented at SafeGreece 2020.

Lech, M. , Ghaffarian, S. , Kerle, N., Leppert, G., Nawrotzki, R., Moull, K., & Harten, S. (2020). A proof-of-concept of integrating machine learning, remote sensing, and survey data in evaluations: The measurement of disaster resilience in the Philippines. German Institute for Development Evaluation (DEval). https://www.deval.org/files/content/Dateien/Evaluierung/Berichte/2020/DEval_Discussion_Paper_1_2020_Proof-of-Concept-Integrating-Machine-Learning.pdf

Tilon, S. M. , Nex, F. , Duarte, D. , Kerle, N. , & Vosselman, G. (2020). Infrastructure degradation and post-disaster damage detection using anomaly detecting Generative Adversarial Networks. In N. Paparoditis, C. Mallet, F. Lafarge, F. Remondino, I. Toschi, & T. Fuse (Eds.), ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences: XXIV ISPRS Congress (Vol. V-2-2020, pp. 573-582). (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences). International Society for Photogrammetry and Remote Sensing (ISPRS). https://doi.org/10.5194/isprs-annals-V-2-2020-573-2020

Bekijk alle publicaties van deze medewerker

Vakken in het huidig collegejaar worden toegevoegd op het moment dat zij definitief zijn in het Osiris systeem. Daarom kan het zijn dat de lijst nog niet compleet is voor het gehele collegejaar.