logo
科言猫学术研究的AI总结
language
手机端手机端
  • Phone Feature微信小程序
简体中文简体中文
notice消息通知
博客博客
delete
arrow
返回
B

Begüm Demir

technische universitat berlin

36H指数
291论文数
4.6K被引数
收录论文 56
发表时间
logo
A Decade of Deep Learning in Remote Sensing: A Systematic Review of Reviews遥感领域深度学习的十年：一篇系统性的综述研究
errIEEE Access
IF3.6
err2026-06-22
err0
errOAAI
errAnastasiia Safonova; Ronny Hänsch; Ribana Roscher; Gilberto Camara; Begüm Demir; Joan Serra-Sagristà; Masahiro Ryo
err分享
err收藏
Beam Index Map Prediction in Unseen Environments From Geospatial Data
errIEEE Wireless Communications Letters
IF5.5
err2026-01-23
err0
errOAAI
errFabian Jaensch; Giuseppe Caire; Begüm Demir
err分享
err收藏
FedX: Explanation-Guided Pruning for Communication-Efficient Federated Learning in Remote SensingFedX：面向遥感领域通信高效联邦学习的基于解释的剪枝方法
errIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
IF5.3
err2026-01-01
err0
PREAI
errBuyuktas, Baris; Klotz, Jonas; Demir, Begum
err分享
err收藏
Earth Action in Transition: Highlights From the 2025 ESA–NASA International Workshop on AI Foundation Models for EO [Space-Agencies]转型中的地球行动：2025年ESA–NASA国际研讨会关于AI基础模型用于EO [航天机构]的亮点
errIEEE Geoscience and Remote Sensing Magazine
IF16.4
err2025-12-17
err0
errOAAI
errNicolas Longépé; Hamed Alemohammad; Anca Anghelea; Thomas Brunschwiler; Gustau Camps-Valls; Gabriele Cavallaro; Jocelyn Chanussot; Jose Manuel Delgado; Begüm Demir; Nikolaos Dionelis; Paolo Fraccaro; Anna Jungbluth; Robert E. Kennedy; Valerio Marsocci; Muthukumaran Ramasubramanian; Raul Ramos-Pollan; Sujit Roy; Gencer Sümbül; Devis Tuia; Xiao Xiang Zhu; Rahul Ramachandran
err分享
err收藏
Hybrid Deep Learning Models for Remote Sensing Image Processing遥感图像处理的混合深度学习模型
errProceedings of the IEEE
IF25.9
err2025-12-12
err0
PREAI
errMatthieu Muller; Daniele Picone; Begüm Demir; Gustau Camps-Valls; Mauro Dalla Mura; Magnús Örn Úlfarsson; Jón Atli Benediktsson
err分享
err收藏
Seabed-Net: A multi-task network for joint bathymetry estimation and seabed classification from remote sensing imagery in shallow watersSeabed-Net：一种用于浅水区遥感影像联合水深估计与海底分类的多任务网络
errISPRS Journal of Photogrammetry and Remote Sensing
IF12.2
err2025-11-07
err0
errOAAI
errPanagiotis Agrafiotis; Begüm Demir
err分享
err收藏
Editorial to the special issue in vision language models for remote sensing analysis and interpretation遥感分析与解释中视觉语言模型的特刊编者按
errISPRS Journal of Photogrammetry and Remote Sensing
IF12.2
err2025-11-04
err0
PREAI
errDevis Tuia; Yakoub Bazi; Begüm Demir; Nathan Jacobs; Sylvain Lobry
err分享
err收藏
Mind the modality gap: Towards a remote sensing vision-language model via cross-modal alignment注意模态差距：通过跨模态对齐构建遥感视觉-语言模型
errISPRS Journal of Photogrammetry and Remote Sensing
IF12.2
err2025-07-21
err0
errOAAI
errAngelos Zavras; Dimitrios Michail; Begüm Demir; Ioannis Papoutsis
err分享
err收藏
Deep learning-based bathymetry retrieval without in-situ depths using remote sensing imagery and SfM-MVS DSMs with data gaps基于深度学习且无需现场水深数据，利用遥感影像和存在数据缺失的SfM-MVS DSMs进行水深提取
errISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
IF12.2
err2025-07-01
err0
errOAAI
errAgrafiotis, Panagiotis; Demir, Beguem
err分享
err收藏
Exploring Masked Autoencoders for Sensor-Agnostic Image Retrieval in Remote Sensing
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2025-01-01
err0
PREAI
errHackstein, Jakob; Sumbul, Gencer; Clasen, Kai Norman; Demir, Begum
err分享
err收藏
Sea-Undistort: A Dataset for Through-Water Image Restoration in High-Resolution Airborne Bathymetric MappingSea-Undistort：一个用于高分辨率机载测深图水中图像恢复的数据集
errieee geoscience and remote sensing magazine
IF4.4
err2025-01-01
err0
errOAAI
errMaximilian Kromer; Panagiotis Agrafiotis; Begüm Demir
err分享
err收藏
A Multimodal Federated Learning Framework for Remote Sensing Image Classification一种用于遥感图像分类的多模态联邦学习框架
errIEEE Transactions on Geoscience and Remote Sensing
IF8.6
err2025-01-01
err0
errOAAI
errBarış Büyüktaş; Gencer Sumbul; Begüm Demir
err分享
err收藏
On the Effectiveness of Methods and Metrics for Explainable AI in Remote Sensing Image Scene Classification可解释人工智能在遥感图像场景分类中方法和指标的有效性研究
errIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
IF5.3
err2025-01-01
err0
errOAAI
errJonas Klotz; Tom Burgert; Begüm Demir
err分享
err收藏
Artificial Intelligence to Advance Earth Observation: A review of models, recent trends, and pathways forward人工智能推进地球观测: 模型、近期趋势和前进道路综述
errIEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE
IF16.4
err2025-01-01
err0
PREAI
errTuia, Devis; Schindler, Konrad; Demir, Beguem; Zhu, Xiao Xiang; Kochupillai, Mrinalini; Dzeroski, Saso; van Rijn, Jan N.; Hoos, Holger H.; Del Frate, Fabio; Datcu, Mihai; Markl, Volker; Le Saux, Bertrand; Schneider, Rochelle; Camps-Valls, Gustau
err分享
err收藏
A Label Propagation Strategy for CutMix in Multilabel Remote Sensing Image Classification一种用于多标签遥感图像分类的CutMix标签传播策略
errIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
IF5.3
err2025-01-01
err0
errOAAI
errTom Burgert; Kai Norman Clasen; Jonas Klotz; Tim Siebert; Begüm Demir
err分享
err收藏
Federated Learning Across Decentralized and Unshared Archives for Remote Sensing Image Classification: A review
errIEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE
IF16.4
err2024-09-01
err0
errOAAI
errBuyuktas, Baris; Sumbul, Gencer; Demir, Begum
err分享
err收藏
Unraveling boreal forest composition and drivers across scales in eastern Siberia解开西伯利亚东部各个尺度的北方森林组成和驱动因素
errENVIRONMENTAL RESEARCH LETTERS
IF5.6
err2024-06-25
err0
errOAAI
errEnguehard, Lea; Kruse, Stefan; Heim, Birgit; Nitze, Ingmar; Falco, Nicola; Demir, Begum; Herzschuh, Ulrike
err分享
err收藏
Multi-Label Noise Robust Collaborative Learning for Remote Sensing Image Classification
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-05-01
err15
errOAAI
errAksoy, Ahmet Kerem; Ravanbakhsh, Mahdyar; Demir, Begum
err分享
err收藏
Annotation Cost-Efficient Active Learning for Deep Metric Learning-Driven Remote Sensing Image Retrieval
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2024-01-01
err0
errOAAI
errHoxha, Genc; Sumbul, Gencer; Henkel, Julia; Moellenbrok, Lars; Demir, Beguem
err分享
err收藏
TreeSatAI Benchmark Archive: a multi-sensor, multi-label dataset for tree species classification in remote sensing
errEARTH SYSTEM SCIENCE DATA
IF11.6
err2023-02-08
err16
errOAAI
errAhlswede, Steve; Schulz, Christian; Gava, Christiano; Helber, Patrick; Bischke, Benjamin; Foerster, Michael; Arias, Florencia; Hees, Joern; Demir, Beguem; Kleinschmit, Birgit
err分享
err收藏

研究方向

暂时未获取到该数据
合作学者
合作期刊
J
Jocelyn Chanussot
H 指数: 105 · 论文数: 894
J
Jón Atli Benediktsson
H 指数: 103 · 论文数: 666
A
Antonio Plaza
H 指数: 102 · 论文数: 917
L
Lorenzo Bruzzone
H 指数: 100 · 论文数: 1.0K
N
Nicu Sebe
H 指数: 95 · 论文数: 1.0K
查看更多