Dimitrios Marmanis

2.0k total citations · 2 hit papers
11 papers, 1.4k citations indexed

About

Dimitrios Marmanis is a scholar working on Computer Vision and Pattern Recognition, Aerospace Engineering and Artificial Intelligence. According to data from OpenAlex, Dimitrios Marmanis has authored 11 papers receiving a total of 1.4k indexed citations (citations by other indexed papers that have themselves been cited), including 7 papers in Computer Vision and Pattern Recognition, 5 papers in Aerospace Engineering and 3 papers in Artificial Intelligence. Recurrent topics in Dimitrios Marmanis's work include Advanced Image and Video Retrieval Techniques (5 papers), Advanced Neural Network Applications (5 papers) and Domain Adaptation and Few-Shot Learning (3 papers). Dimitrios Marmanis is often cited by papers focused on Advanced Image and Video Retrieval Techniques (5 papers), Advanced Neural Network Applications (5 papers) and Domain Adaptation and Few-Shot Learning (3 papers). Dimitrios Marmanis collaborates with scholars based in Germany, Switzerland and Austria. Dimitrios Marmanis's co-authors include Mihai Datcu, Uwe Stilla, Thomas Esch, Jan Dirk Wegner, Silvano Galliani, Konrad Schindler, Konrad Schindler, Mattia Marconcini, A. Müller and Julian Zeidler and has published in prestigious journals such as SHILAP Revista de lepidopterología, IEEE Geoscience and Remote Sensing Letters and Applied Geography.

In The Last Decade

Dimitrios Marmanis

11 papers receiving 1.4k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Classification with an edge: Improving semantic image segmentation \nwith boundary detection

2018 505 citations Dimitrios Marmanis, Konrad Schindler et al. arXiv (Cornell University) profile →
Deep Learning Earth Observation Classification Using ImageNet Pretrained Networks

2015 488 citations Dimitrios Marmanis, Mihai Datcu et al. IEEE Geoscience and Remote Sensing Letters profile →

Peers

Countries citing papers authored by Dimitrios Marmanis

Since Specialization

Citations

This map shows the geographic impact of Dimitrios Marmanis's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Dimitrios Marmanis with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Dimitrios Marmanis more than expected).

Fields of papers citing papers by Dimitrios Marmanis

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Dimitrios Marmanis. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Dimitrios Marmanis. The network helps show where Dimitrios Marmanis may publish in the future.

Co-authorship network of co-authors of Dimitrios Marmanis

This figure shows the co-authorship network connecting the top 25 collaborators of Dimitrios Marmanis. A scholar is included among the top collaborators of Dimitrios Marmanis based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Dimitrios Marmanis. Dimitrios Marmanis is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

11 of 11 papers shown

#	Work	Indexed citations
1	Classification with an edge: Improving semantic image segmentation \nwith boundary detection breakdown → 2018 ·arXiv (Cornell University) ·Dimitrios Marmanis, Konrad Schindler, Jan Dirk Wegner, Silvano Galliani, Mihai Datcu, Uwe Stilla	505
2	Semantic segmentation using the fully convolutional networks for SAR and optical image pairs 2017 ·elib (German Aerospace Center) ·(unknown), Dimitrios Marmanis, Mihai Datcu	4
3	Semantic segmentation using deep neural networks for SAR and optical image pairs 2017 ·elib (German Aerospace Center) ·Wei Yao, Dimitrios Marmanis, Mihai Datcu	10
4	ROOF TYPE SELECTION BASED ON PATCH-BASED CLASSIFICATION USING DEEP LEARNING FOR HIGH RESOLUTION SATELLITE IMAGERY 2017 ·SHILAP Revista de lepidopterología ·(unknown), Friedrich Fraundorfer, (unknown), Dimitrios Marmanis, Peter Reinartz	20
5	Semantic segmentation of aerial images with explicit class-boundary modeling 2017 ·elib (German Aerospace Center) ·Dimitrios Marmanis, Konrad Schindler, Jan Dirk Wegner, Mihai Datcu, Uwe Stilla	3
6	SEMANTIC SEGMENTATION OF AERIAL IMAGES WITH AN ENSEMBLE OF CNNS 2016 ·SHILAP Revista de lepidopterología ·Dimitrios Marmanis, Jan Dirk Wegner, Silvano Galliani, Konrad Schindler, Mihai Datcu, Uwe Stilla	193
7	SEMANTIC SEGMENTATION OF AERIAL IMAGES WITH AN ENSEMBLE OF CNNS 2016 ·ISPRS annals of the photogrammetry, remote sensing and spatial information sciences ·Dimitrios Marmanis, Jan Dirk Wegner, Silvano Galliani, Konrad Schindler, Mihai Datcu, Uwe Stilla	88
8	DEEP NEURAL NETWORKS FOR ABOVE-GROUND DETECTION IN VERY HIGH SPATIAL RESOLUTION DIGITAL ELEVATION MODELS 2015 ·SHILAP Revista de lepidopterología ·Dimitrios Marmanis, (unknown), Mihai Datcu, Thomas Esch, Uwe Stilla	19
9	Deep Learning Earth Observation Classification Using ImageNet Pretrained Networks breakdown → 2015 ·IEEE Geoscience and Remote Sensing Letters ·Dimitrios Marmanis, Mihai Datcu, Thomas Esch, Uwe Stilla	488
10	Dimensioning urbanization – An advanced procedure for characterizing human settlement properties and patterns using spatial network analysis 2014 ·Applied Geography ·Thomas Esch, Mattia Marconcini, Dimitrios Marmanis, Julian Zeidler, Samah M. El‐Sayed, (unknown), A. Müller, Stefan Dech	58
11	A novel method for building height estmation using TanDEM-X data 2014 ·Mattia Marconcini, Dimitrios Marmanis, Thomas Esch, Andreas Felbier	19

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact