Publications

Scaling Support Vector Machines Towards Exascale Computing for Classification of Large-Scale High-Resolution Remote Sensing Images
Ernir Erlingsson ; Gabriele Cavallaro ; Morris Riedel ; Helmut Neukirchen
IGARSS 2018 – 2018 IEEE International Geoscience and Remote Sensing Symposium
IEEE


Scaling DBSCAN towards exascale computing for clustering of big data sets
E Erlingsson ; H. Neukirchen ; G. Cavallaro ; M. Riedel
Geophysical Research Abstracts, Vol. 20, EGU2018-16171, 2018
Copernicus


Modular supercomputing design supporting machine learning applications
E. Erlingsson ; G. Cavallaro ; A. Galonska ; M. Riedel ; H. Neukirchen
2018 41st International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO)
IEEE


The Influence of Sampling Methods on Pixel-Wise Hyperspectral Image Classification with 3D Convolutional Neural Networks
Julius Lange ; Gabriele Cavallaro ; Markus Götz ; Ernir Erlingsson ; Morris Riedel
IGARSS 2018 – 2018 IEEE International Geoscience and Remote Sensing Symposium
IEEE