Dimitrios Marmanis

According to our database, Dimitrios Marmanis authored at least 6 papers between 2014 and 2017.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2017

Artificial Generation of Big Data for Improving Image Classification: A Generative Adversarial Network Approach on SAR Data.

Dimitrios Marmanis, Wei Yao, Fathalrahman Adam, Mihai Datcu, Peter Reinartz, Konrad Schindler, Jan Dirk Wegner, Uwe Stilla

CoRR, 2017

Learned Spectral Super-Resolution.

Silvano Galliani, Charis Lanaras, Dimitrios Marmanis, Emmanuel Baltsavias, Konrad Schindler

CoRR, 2017

Semantic segmentation of aerial images with explicit class-boundary modeling.

Dimitrios Marmanis, Konrad Schindler, Jan Dirk Wegner, Mihai Datcu, Uwe Stilla

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

Deep Learning Earth Observation Classification Using ImageNet Pretrained Networks.

Dimitrios Marmanis, Mihai Datcu, Thomas Esch, Uwe Stilla

IEEE Geosci. Remote. Sens. Lett., 2016

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

Dimitrios Marmanis, Konrad Schindler, Jan Dirk Wegner, Silvano Galliani, Mihai Datcu, Uwe Stilla

CoRR, 2016

2014

A novel method for building height estmation using TanDEM-X data.

Mattia Marconcini, Dimitrios Marmanis, Thomas Esch, Andreas Felbier

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014