Begüm Demir

4.6k total citations · 1 hit paper
156 papers, 3.2k citations indexed

About

Begüm Demir is a scholar working on Computer Vision and Pattern Recognition, Media Technology and Artificial Intelligence. According to data from OpenAlex, Begüm Demir has authored 156 papers receiving a total of 3.2k indexed citations (citations by other indexed papers that have themselves been cited), including 95 papers in Computer Vision and Pattern Recognition, 90 papers in Media Technology and 43 papers in Artificial Intelligence. Recurrent topics in Begüm Demir's work include Remote-Sensing Image Classification (89 papers), Advanced Image and Video Retrieval Techniques (69 papers) and Image Retrieval and Classification Techniques (50 papers). Begüm Demir is often cited by papers focused on Remote-Sensing Image Classification (89 papers), Advanced Image and Video Retrieval Techniques (69 papers) and Image Retrieval and Classification Techniques (50 papers). Begüm Demir collaborates with scholars based in Germany, Italy and Türkiye. Begüm Demir's co-authors include Lorenzo Bruzzone, Gencer Sumbül, Sarp Ertürk, Francesca Bovolo, Volker Markl, Marcela Charfuelàn, Claudio Persello, Subhasis Chaudhuri, Bindita Chaudhuri and Mahdyar Ravanbakhsh and has published in prestigious journals such as IEEE Transactions on Geoscience and Remote Sensing, IEEE Transactions on Image Processing and IEEE Access.

In The Last Decade

Begüm Demir

146 papers receiving 3.1k 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.

Bigearthnet: A Large-Scale Benchmark Archive for Remote Sensing Image Understanding

2019 338 citations Gencer Sumbül, Marcela Charfuelàn et al. arXiv (Cornell University) profile →

Peers

Countries citing papers authored by Begüm Demir

Since Specialization

Citations

This map shows the geographic impact of Begüm Demir'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 Begüm Demir with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Begüm Demir more than expected).

Fields of papers citing papers by Begüm Demir

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Begüm Demir. 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 Begüm Demir. The network helps show where Begüm Demir may publish in the future.

Co-authorship network of co-authors of Begüm Demir

This figure shows the co-authorship network connecting the top 25 collaborators of Begüm Demir. A scholar is included among the top collaborators of Begüm Demir 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 Begüm Demir. Begüm Demir 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:

20 of 20 papers shown

#	Work	Indexed citations
1	On the Effectiveness of Methods and Metrics for Explainable AI in Remote Sensing Image Scene Classification 2025 ·IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ·J. Klotz, (unknown), Begüm Demir	0
2	Radio Map Prediction From Aerial Images and Application to Coverage Optimization 2025 ·IEEE Transactions on Wireless Communications ·(unknown), Giuseppe Caire, Begüm Demir	0
3	Communication-Efficient Federated Learning Based on Explanation-Guided Pruning for Remote Sensing Image Classification 2025 ·J. Klotz, (unknown), Begüm Demir	0
4	reBen: Refined BigEarthNet Dataset for Remote Sensing Image Analysis 2025 ·Infoscience (Ecole Polytechnique Fédérale de Lausanne) ·(unknown), (unknown), (unknown), Gencer Sumbül, Begüm Demir, Volker Markl	1
5	ConfigILM: A general purpose configurable library for combining image and language models for visual question answering 2024 ·SoftwareX ·(unknown), (unknown), Begüm Demir	2
6	Artificial Intelligence to Advance Earth Observation: A review of models, recent trends, and pathways forward 2024 ·IEEE Geoscience and Remote Sensing Magazine ·Devis Tuia, Konrad Schindler, Begüm Demir, Xiao Xiang Zhu, Mrinalini Kochupillai, Sašo Džeroski, Jan N. van Rijn, Holger H. Hoos, Fabio Del Frate, Mihai Datcu, Volker Markl, Bertrand Le Saux, Rochelle Schneider, Gustau Camps‐Valls	20
7	Federated Learning Across Decentralized and Unshared Archives for Remote Sensing Image Classification: A review 2024 ·IEEE Geoscience and Remote Sensing Magazine ·(unknown), Gencer Sumbül, Begüm Demir	5
8	A Novel Semantic Content-Based Retrieval System for Hyperspectral Remote Sensing Imagery 2024 ·Remote Sensing ·(unknown), (unknown), (unknown), Begüm Demir	2
9	TreeSatAI Benchmark Archive : a multi-sensor, multi-label dataset for tree species classification in remote sensing 2023 ·Earth system science data ·(unknown), Christian Schulz, (unknown), Patrick Helber, Benjamin Bischke, Michael Förster, (unknown), J.J. van Hees, Begüm Demir, Birgit Kleinschmit	36
10	Unsupervised Contrastive Hashing for Cross-Modal Retrieval in Remote Sensing 2022 ·ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ·(unknown), Mahdyar Ravanbakhsh, Begüm Demir	49
11	Multi-Label Noise Robust Collaborative Learning for Remote Sensing Image Classification 2022 ·IEEE Transactions on Neural Networks and Learning Systems ·Ahmet Aksoy, Mahdyar Ravanbakhsh, Begüm Demir	26
12	On the Effects of Different Types of Label Noise in Multi-Label Remote Sensing Image Classification 2022 ·IEEE Transactions on Geoscience and Remote Sensing ·(unknown), Mahdyar Ravanbakhsh, Begüm Demir	26
13	BigEarthNet-MM: A Large-Scale, Multimodal, Multilabel Benchmark Archive for Remote Sensing Image Classification and Retrieval [Software and Data Sets] 2021 ·Revista de Estudos Anglo-Portugueses/Journal of Anglo-Portuguese Studies ·Gencer Sumbül, (unknown), (unknown), (unknown), Hugo Costa, Pedro Benevides, Mário Caetano, Begüm Demir, Volker Markl	4
14	Remote-Sensing Image Scene Classification With Deep Neural Networks in JPEG 2000 Compressed Domain 2020 ·IEEE Transactions on Geoscience and Remote Sensing ·(unknown), Gencer Sumbül, Begüm Demir, Lorenzo Bruzzone	15
15	A Progressive Content-Based Image Retrieval in JPEG 2000 Compressed Remote Sensing Archives 2020 ·IEEE Transactions on Geoscience and Remote Sensing ·(unknown), Begüm Demir, Lorenzo Bruzzone	20
16	Bigearthnet: A Large-Scale Benchmark Archive for Remote Sensing Image Understanding breakdown → 2019 ·arXiv (Cornell University) ·Gencer Sumbül, Marcela Charfuelàn, Begüm Demir, Volker Markl	338
17	A Novel System for Content-Based Retrieval of Single and Multi-Label High-Dimensional Remote Sensing Images 2018 ·IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ·(unknown), Begüm Demir, Bülent Sankur, Lorenzo Bruzzone	49
18	An Unsupervised Multicode Hashing Method for Accurate and Scalable Remote Sensing Image Retrieval 2018 ·IEEE Geoscience and Remote Sensing Letters ·(unknown), Begüm Demir, Lorenzo Bruzzone	22
19	Multiple Kernel Learning for Remote Sensing Image Classification 2017 ·IEEE Transactions on Geoscience and Remote Sensing ·(unknown), Begüm Demir, Lorenzo Bruzzone, Abdolreza Safari, Saeid Homayouni	40
20	Multilabel Remote Sensing Image Retrieval Using a Semisupervised Graph-Theoretic Method 2017 ·IEEE Transactions on Geoscience and Remote Sensing ·Bindita Chaudhuri, Begüm Demir, Subhasis Chaudhuri, Lorenzo Bruzzone	166

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