Sebastian Hafner

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 15

Top Topics

Change Detection

Single Modality

Top Venues

Int. J. Appl. Earth Obs. Geoinformation

Publications

Sebastian Hafner, Heng Fang, Hossein Azizpour, Yifang Ban
Continuous Urban Change Detection from Satellite Image Time Series with Temporal Feature Refinement and Multi-Task Integration. CoRR (2024)
Yuxi Sun, Yunming Ye, Jian Kang, Rubén Fernández-Beltran, Yifang Ban, Sebastian Hafner, Xutao Li, Chuyao Luo, Antonio Plaza
Cross-Modal Hashing With Feature Semi-Interaction and Semantic Ranking for Remote Sensing Ship Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Sebastian Hafner, Stefanos Georganos, Theodomir Mugiraneza, Yifang Ban
Mapping Urban Population Growth from Sentinel-2 MSI and Census Data Using Deep Learning: A Case Study in Kigali, Rwanda. JURSE (2023)
Sebastian Hafner, Yifang Ban, Andrea Nascetti
Semi-Supervised Urban Change Detection Using Multi-Modal Sentinel-1 SAR and Sentinel-2 MSI Data. Remote. Sens. 15 (21) (2023)
Sebastian Hafner, Yifang Ban
Multi-Modal Deep Learning for Multi-Temporal Urban Mapping with a Partly Missing Optical Modality. IGARSS (2023)
Sebastian Hafner, Yifang Ban
Multi-Modal Deep Learning for Multi-Temporal Urban Mapping With a Partly Missing Optical Modality. CoRR (2023)
Sebastian Hafner, Yifang Ban, Andrea Nascetti
Investigating Imbalances Between SAR and Optical Utilization for Multi-Modal Urban Mapping. CoRR (2023)
Sebastian Hafner, Stefanos Georganos, Theodomir Mugiraneza, Yifang Ban
Mapping Urban Population Growth from Sentinel-2 MSI and Census Data Using Deep Learning: A Case Study in Kigali, Rwanda. CoRR (2023)
Sebastian Hafner, Yifang Ban, Andrea Nascetti
Investigating Imbalances Between SAR and Optical Utilization for Multi-Modal Urban Mapping. JURSE (2023)
Sebastian Hafner, Yifang Ban, Andrea Nascetti
Urban Change Detection Using a Dual-Task Siamese Network and Semi-Supervised Learning. IGARSS (2022)
Sebastian Hafner, Yifang Ban, Andrea Nascetti
Urban Change Detection Using a Dual-Task Siamese Network and Semi-Supervised Learning. CoRR (2022)
Theodomir Mugiraneza, Sebastian Hafner, Jan Haas, Yifang Ban
Monitoring urbanization and environmental impact in Kigali, Rwanda using Sentinel-2 MSI data and ecosystem service bundles. Int. J. Appl. Earth Obs. Geoinformation 109 (2022)
Sebastian Hafner, Andrea Nascetti, Hossein Azizpour, Yifang Ban
Sentinel-1 and Sentinel-2 Data Fusion for Urban Change Detection Using a Dual Stream U-Net. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Stefanos Georganos, Sebastian Hafner, Monika Kuffer, Catherine Linard, Yifang Ban
A census from heaven: Unraveling the potential of deep learning and Earth Observation for intra-urban population mapping in data scarce environments. Int. J. Appl. Earth Obs. Geoinformation 114 (2022)
Sebastian Hafner, Yifang Ban, Andrea Nascetti
Exploring the Fusion of Sentinel-1 SAR and Sentinel-2 MSI Data for Built-Up Area Mapping Using Deep Learning. IGARSS (2021)