Ronny Hänsch - Publications, H-index & Citations

Ronny Hänsch

University of Exeter

25H指数

161论文数

2.5K被引数

收录论文 35

发表时间

2026 IEEE GRSS Data Fusion Contest: Synthetic Aperture Radar Temporal Storytelling [Technical Committees]2026年IEEE GRSS数据融合竞赛：合成孔径雷达时序故事叙述 [技术委员会]

IEEE Geoscience and Remote Sensing Magazine

IF16.4

2026-08-12

PREAI

Ronny Hänsch; Claudio Persello; Ujjwal Verma; Gülşen Taşkin; Dalton Lunga; Scott Staniewicz; Craig Stringham; Shaunak De

Data-centric benchmark for label noise estimation and ranking in remote sensing Binary building segmentation 数据为中心的基准：用于遥感二值建筑物分割中标签噪声估计与排序

Neurocomputing

IF6.5

2026-08-01

PREAI

Nogueira, Keiller; Diaconu, Codrut-Andrei; Kerekes, David; Gawlikowski, Jakob; Leonard, Cedric; Braham, Nassim Ait Ali; Goo, June Moh; Zeng, Zichao; Liu, Zhipeng; Jain, Pallavi; Nascetti, Andrea; Hansch, Ronny

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

IEEE Access

IF3.6

2026-06-22

OAAI

Anastasiia Safonova; Ronny Hänsch; Ribana Roscher; Gilberto Camara; Begüm Demir; Joan Serra-Sagristà; Masahiro Ryo

CerraData-4 MM: A Multimodal Benchmark Dataset on Cerrado for Land Use and Land Cover Classification CerraData-4 MM：一个关于塞拉多地区土地利用和土地覆盖分类的多模态基准数据集

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

IF5.3

2025-01-01

OAAI

Mateus de Souza Miranda; Ronny Hänsch; Valdivino Alexandre de Santiago Júnior; Thales Sehn Körting; Erison Carlos dos Santos Monteiro

Hybrid Machine Learning Forest Height Estimation From TanDEM-X InSAR

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2025-01-01

OAAI

Mansour, Islam; Papathanassiou, Konstantinos; Hansch, Ronny; Hajnsek, Irena

Harmful Cyanobacterial Bloom Detection Using Deep Learning and Sentinel-2 Imagery 基于深度学习和Sentinel-2影像的有害蓝藻水华检测

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

IF5.3

2025-01-01

OAAI

Conrad Schloer; Ronny Hänsch

Better, Not Just More: Data-centric machine learning for Earth observation

IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE

IF16.4

2024-12-01

OAAI

Roscher, Ribana; Russwurm, Marc; Gevaert, Caroline; Kampffmeyer, Michael; Dos Santos, Jefersson A.; Vakalopoulou, Maria; Haensch, Ronny; Hansen, Stine; Nogueira, Keiller; Prexl, Jonathan; Tuia, Devis

Computer Vision for Earth Observation: The Second GRSS Image Analysis and Data Fusion School [Technical Committees]

IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE

IF16.4

2024-03-01

OAAI

Ullo, Silvia Liberata; Vivone, Gemine; Taskin, Gulsen; Haensch, Ronny; Verma, Ujjwal

Deep-Learning-Based View Interpolation Toward Improved TomoSAR Focusing

ieee geoscience and remote sensing magazine

IF4.4

2024-01-01

PREAI

Serafin-Garcia, Sergio Alejandro; Nannini, Matteo; Hansch, Ronny; Martin-del-Campo-Becerra, Gustavo Daniel; Reigber, Andreas

Recent Advances in Machine Learning for Remote Sensing Toward the Sustainable Development Goals

ieee geoscience and remote sensing magazine

IF4.4

2024-01-01

PREAI

Verma, Ujjwal; Lunga, Dalton; Hansch, Ronny; Persello, Claudio; Ullo, Silvia Liberata

Forest Height Estimation With TanDEM-X SAR and InSAR Features Using Deep Learning

ieee geoscience and remote sensing magazine

IF4.4

2024-01-01

PREAI

Mahesh, Ragini Bal; Hansch, Ronny

There Are No Data Like More Data: Datasets for deep learning in Earth observation

IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE

IF16.4

2023-09-01

OAAI

Schmitt, Michael; Ahmadi, Seyed Ali; Xu, Yonghao; Taskin, Gulsen; Verma, Ujjwal; Sica, Francescopaolo; Haensch, Ronny

Computer Vision for Earth Observation-The First IEEE GRSS Image Analysis and Data Fusion School

IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE

IF16.4

2023-06-01

OAAI

Vivone, Gemine; Lunga, Dalton; Sica, Francescopaolo; Taskin, Gulsen; Verma, Ujjwal; Haensch, Ronny

Analysis-Ready Data and FAIR-AI-Standardization of Research Collaboration and Transparency Across Earth-Observation Communities

IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE

IF16.4

2023-06-01

OAAI

Lunga, Dalton; Ullo, Silvia; Verma, Ujjwal; Percivall, George; Pacifici, Fabio; Hansch, Ronny

Revealing influencing factors on global waste distribution via deep-learning based dumpsite detection from satellite imagery

NATURE COMMUNICATIONS

IF15.7

2023-03-15

OAAI

Sun, Xian; Yin, Dongshuo; Qin, Fei; Yu, Hongfeng; Lu, Wanxuan; Yao, Fanglong; He, Qibin; Huang, Xingliang; Yan, Zhiyuan; Wang, Peijin; Deng, Chubo; Liu, Nayu; Yang, Yiran; Liang, Wei; Wang, Ruiping; Wang, Cheng; Yokoya, Naoto; Haensch, Ronny; Fu, Kun

2023 IEEE GRSS Data Fusion Contest: Large-Scale Fine-Grained Building Classification for Semantic Urban Reconstruction

IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE

IF16.4

2023-03-01

OAAI

Persello, Claudio; Hansch, Ronny; Vivone, Gemine; Chen, Kaiqiang; Yan, Zhiyuan; Tang, Deke; Huang, Hai; Schmitt, Michael; Sun, Xian

Urban Building Classification (UBC) V2-A Benchmark for Global Building Detection and Fine-Grained Classification From Satellite Imagery 城市建筑物分类 (UBC) 全球建筑物检测和卫星图像细粒度分类的V2-A基准

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2023-01-01

PREAI

Huang, Xingliang; Chen, Kaiqiang; Tang, Deke; Liu, Chenglong; Ren, Libo; Sun, Zheng; Hansch, Ronny; Schmitt, Michael; Sun, Xian; Huang, Hai; Mayer, Helmut

AI4SmallFarms: A Dataset for Crop Field Delineation in Southeast Asian Smallholder Farms

ieee geoscience and remote sensing magazine

IF4.4

2023-01-01

OAAI

Persello, Claudio; Grift, Jeroen; Fan, Xinyan; Paris, Claudia; Hansch, Ronny; Koeva, Mila; Nelson, Andrew

Report on the 2022 IEEE Geoscience and Remote Sensing Society Data Fusion Contest: Semisupervised learning 2022 IEEE地球科学与遥感学会数据融合竞赛报告: 半监督学习

IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE

IF16.4

2022-12-01

OAAI

Haensch, Ronny; Persello, Claudio; Vivone, Gemine; Navarro, Javiera Castillo; Boulch, Alexandre; Lefevre, Sebastien; Le Saux, Bertrand