Publications
Peer-Reviewed Publications
- Bernhard M., Schubert M. (2022): Robust Object Detection in Remote Sensing Imagery with Noisy and Sparse Geo-Annotations, in proc. 30th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems(ACM SIGSPATIAL 2022), full version.
- Bernhard M., Schubert M. (2021): Correcting Imprecise Object Locations for Training Object Detectors in Remote Sensing Applications. Remote. Sens. 13(24): 4962 (2021) https://doi.org/10.3390/rs13244962
- Kolb, S., Plankenbühler, T., Frank, J., Dettelbacher, J., Ludwig, R., Karl, J., Dillig, M. (2021): Scenarios for the integration of renewable gases into the German natural gas market – A simulation-based optimisation approach. in Renewable & Sustainable Energy Reviews 139. https://dx.doi.org/10.1016/j.rser.2020.110696
- Kalu, A., Vrzel, J., Kolb, S., Karl, J., Marzahn, P., Pfaffenberger, F., Ludwig, R. (2021): Considering the Environmental Impacts of Bioenergy Technologies to Support German Energy Transition. in Energies 2021, 14, 1534.https://doi.org/10.3390/en14061534
- Kolb, S., Plankenbühler, T., Hofmann, K., Bergerson, J.;,Karl, J. (2021): Life cycle greenhouse gas emissions of renewable gas technologies: A comparative review. in Renewable and Sustainable Energy Reviews, Vol. 146, 111147.https://doi.org/10.1016/j.rser.2021.111147
- Rabbi, J., Ray, N.,Schubert, M., Chowdhury, S., Chao, D. (2020): Small-Object Detection in Remote Sensing Images with End-to-End Edge-Enhanced GAN and Object Detector Network,in Remote Sensing, 12, 1432.
- Doluweera, G., Hahn, F., Bergerson, J., Pruckner, M. (2020).A scenario-based study on the impacts of electric vehicles on energy consumption and sustainability in Alberta. in Applied Energy. 268. 114961. 10.1016/j.apenergy.2020.114961.
- Ö. Yildirim, K. Diepold and R. A. Vural,(2019) "Decision Process of Autonomous Drones for Environmental Monitoring," 2019 IEEE International Symposium on INnovations in Intelligent SysTems and Applications (INISTA), 2019, pp. 1-6, doi: 10.1109/INISTA.2019.8778341..
- Dietmaier, A., McDermid, G. J., Rahman, M. M., Linke, J., & Ludwig, R. (2019):Comparison of LiDAR and Digital Aerial Photogrammetry for Characterizing Canopy Openings in the Boreal Forest of Northern Alberta,in Remote Sensing, 11(16), 1919
- Michael Fromm, Matthias Schubert, Guillermo Castilla, Julia Linke and Greg McDermid (2019):Automated Detection of Conifer Seedlings in Drone Imagery Using Convolutional Neural Networks, in Remote Sensing 11(21), 2585; https://doi.org/10.3390/rs11212585
- Evgeniy Faerman, Manuel Rogalla, Niklas Strauß, Adrian Krüger, Benedict Blümel, Max Berrendorf, Michael Fromm, and Matthias Schubert (2019), XD-STOD: Cross-Domain Superresolution for Tiny Object Detection, 2019 International Conference on Data Mining Workshops (ICDMW), 2019, pp. 142-148, doi: 10.1109/ICDMW.2019.00031.
- Springer, J., Ludwig, R., & Kienzle, S. W. (2015): Impacts of forest fires and climate variability on the hydrology of an alpine medium sized catchment in the Canadian Rocky Mountains. in Hydrology 2015, 2, 23-47. https://doi.org/10.3390/hydrology2010023
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