MULTI-MODAL DEEP LEARNING WITH SENTINEL-3 OBSERVATIONS FOR THE DETECTION OF OCEANIC INTERNAL WAVES by L. Drees, J. Kusche, R. Roscher, R. Roscher

Get full text

ARCHETYPAL ANALYSIS FOR SPARSE REPRESENTATION-BASED HYPERSPECTRAL SUB-PIXEL QUANTIFICATION by L. Drees, R. Roscher

Get full text

SEMCITY TOULOUSE: A BENCHMARK FOR BUILDING INSTANCE SEGMENTATION IN SATELLITE IMAGES by R. Roscher, R. Roscher, M. Volpi, C. Mallet, L. Drees, J. D. Wegner

Get full text

EXPLAIN IT TO ME – FACING REMOTE SENSING CHALLENGES IN THE BIO- AND GEOSCIENCES WITH EXPLAINABLE MACHINE LEARNING by R. Roscher, R. Roscher, B. Bohn, M. F. Duarte, J. Garcke, J. Garcke

Get full text

WHAT IDENTIFIES A WHALE BY ITS FLUKE? ON THE BENEFIT OF INTERPRETABLE MACHINE LEARNING FOR WHALE IDENTIFICATION by J. Kierdorf, J. Garcke, J. Garcke, J. Behley, T. Cheeseman, R. Roscher, R. Roscher

Get full text

INVESTIGATION OF LATENT TRACES USING INFRARED REFLECTANCE HYPERSPECTRAL IMAGING by T. Schubert, S. Wenzel, R. Roscher, C. Stachniss

Get full text

LEARNING WITH REAL-WORLD AND ARTIFICIAL DATA FOR IMPROVED VEHICLE DETECTION IN AERIAL IMAGERY by I. Weber, J. Bongartz, R. Roscher

Get full text

JUNGLE-NET: USING EXPLAINABLE MACHINE LEARNING TO GAIN NEW INSIGHTS INTO THE APPEARANCE OF WILDERNESS IN SATELLITE IMAGERY by T. Stomberg, I. Weber, M. Schmitt, R. Roscher

Get full text

Global, high-resolution mapping of tropospheric ozone – explainable machine learning and impact of uncertainties by C. Betancourt, T. T. Stomberg, A.-K. Edrich, A.-K. Edrich, A. Patnala, M. G. Schultz, R. Roscher, R. Roscher, J. Kowalski, S. Stadtler

Get full text

DETECTION OF DISEASE SYMPTOMS ON HYPERSPECTRAL 3D PLANT MODELS by R. Roscher, J. Behmann, A.-K. Mahlein, J. Dupuis, H. Kuhlmann, L. Plümer

Get full text