Fernerkundung / Remote Sensing
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filed under:
Jahr_2020,
Publikationen_Fernerkundung
- I. Weber, J. Bongartz, R. Roscher (2020)
Learning with real-world and artificial data for improved vehicle detection in aerial imagery
ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Science
- J. Kierdorf, J. Garcke, J. Behley, T. Cheeseman, R. Roscher (2020)
What identifies a whale by its fluke? On the benefit of interpretable machine learning for whale identification
ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Science
- L. Drees, J. Kusche, R. Roscher (2020)
Multi-Modal Deep Learning with Sentinel-3 Observations for the Detection of Oceanic Internal Waves
ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Science
- L. Zabawa, A. Kicherer, L. Klingbeil, R. Töpfer, H. Kuhlmann, R. Roscher (2020)
Counting of grapevine berries in images via semantic segmentation using convolutional neural networks
ISPRS Journal of Photogrammetry and Remote Sensing, vol. 164, p. 73–83
- R. Roscher, B. Bohn, M. Duarte, J. Garcke (2020)
Explain it to me – Facing Remote Sensing Challenges in the Bio- and Geosciences with Explainable Machine Learning
ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Science
- R. Roscher, B. Bohn, M. F. Duarte, J. Garcke (2020)
Explainable Machine Learning for Scientific Insights and Discoveries
IEEE Access, vol. 8, iss. 1, pp. 42200-42216
- R. Roscher, M. Volpi, C. Mallet, L. Drees, J. D. Wegner (2020)
SemCity Toulouse: A Benchmark for Building Instance Segmentation in Satellite Images
ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Science
