Dimitrios Marmanis

Publication Activity (10 Years)

Years Active: 2014-2017
Publications (10 Years): 5

Top Topics

Semantic Segmentation

Image Classification

Highest Resolution

Top Venues

IEEE Geosci. Remote. Sens. Lett.

Publications

Dimitrios Marmanis, Konrad Schindler, Jan Dirk Wegner, Mihai Datcu, Uwe Stilla
Semantic segmentation of aerial images with explicit class-boundary modeling. IGARSS (2017)
Silvano Galliani, Charis Lanaras, Dimitrios Marmanis, Emmanuel Baltsavias, Konrad Schindler
Learned Spectral Super-Resolution. CoRR (2017)
Dimitrios Marmanis, Wei Yao, Fathalrahman Adam, Mihai Datcu, Peter Reinartz, Konrad Schindler, Jan Dirk Wegner, Uwe Stilla
Artificial Generation of Big Data for Improving Image Classification: A Generative Adversarial Network Approach on SAR Data. CoRR (2017)
Dimitrios Marmanis, Konrad Schindler, Jan Dirk Wegner, Silvano Galliani, Mihai Datcu, Uwe Stilla
Classification With an Edge: Improving Semantic Image Segmentation with Boundary Detection. CoRR (2016)
Dimitrios Marmanis, Mihai Datcu, Thomas Esch, Uwe Stilla
Deep Learning Earth Observation Classification Using ImageNet Pretrained Networks. IEEE Geosci. Remote. Sens. Lett. 13 (1) (2016)
Mattia Marconcini, Dimitrios Marmanis, Thomas Esch, Andreas Felbier
A novel method for building height estmation using TanDEM-X data. IGARSS (2014)