Dimitrios Marmanis

German Aerospace Center - Köln / Germany

Engineering & Technology / Computer Science

AD Scientific Index ID: 4436772

German Aerospace Centre

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German Aerospace Center

Dimitrios Marmanis's MOST POPULAR ARTICLES

1-) Deep learning earth observation classification using ImageNet pretrained networks IEEE Geoscience and Remote Sensing Letters 13 (1), 105-109, 2015

2-) Classification with an edge: Improving semantic image segmentation with boundary detection ISPRS Journal of Photogrammetry and Remote Sensing 135, 158-172, 2018

3-) Semantic segmentation of aerial images with an ensemble of CNNs ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2016

4-) Learned spectral super-resolution arXiv preprint arXiv:1703.09470, 2017

5-) Dimensioning urbanization–An advanced procedure for characterizing human settlement properties and patterns using spatial network analysis Applied Geography 55, 212-228, 2014

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