Uwe Stilla

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

3D segmentation of single trees exploiting full waveform LIDAR data

J. Reitberger, Cl. Schnörr, Peter Krzystek et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2009 · 459 citations

Geometric Modeling, 3D Computer Vision, Engineering +9

Analysis of full waveform LIDAR data for the classification of deciduous and coniferous trees

J. Reitberger, Peter Krzystek, Uwe Stilla · International Journal of Remote Sensing · 2008 · 294 citations

Tree Species Classification, Engineering, Forest Biometrics +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