Dimitrios Marmanis

Classification With an Edge: Improving Semantic Image Segmentation with\n Boundary Detection

Dimitrios Marmanis, Konrad Schindler, Jan Dirk Wegner et al. · arXiv (Cornell University) · 2016 · 646 citations · Full text

Deep Learning Earth Observation Classification Using ImageNet Pretrained Networks

Dimitrios Marmanis, Mihai Datcu, Thomas Esch et al. · IEEE Geoscience and Remote Sensing Letters · 2015 · 625 citations

Few-shot Learning, Convolutional Neural Network, Engineering +16

SEMANTIC SEGMENTATION OF AERIAL IMAGES WITH AN ENSEMBLE OF CNNS

Dimitrios Marmanis, Jan Dirk Wegner, Silvano Galliani et al. · ISPRS annals of the photogrammetry, remote sensing and spatial information sciences · 2016 · 264 citations · Full text

Image Classification, High Resolution, Machine Vision +15

SEMANTIC SEGMENTATION OF AERIAL IMAGES WITH AN ENSEMBLE OF CNNS

Dimitrios Marmanis, Jan Dirk Wegner, Silvano Galliani et al. · ISPRS annals of the photogrammetry, remote sensing and spatial information sciences · 2016 · 120 citations · Full text

Convolutional Neural Network, High Resolution, Engineering +16

Learned Spectral Super-Resolution

Silvano Galliani, Charis Lanaras, Dimitrios Marmanis et al. · arXiv (Cornell University) · 2017 · 99 citations · Full text

Spectral Theory, Engineering, Machine Learning +17