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2020 – today
- 2024
[j5]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: 1-15 (2024)- [i5]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 abs/2406.17458 (2024) - 2023
- [j4]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): 5135 (2023) - [c5]Sebastian Hafner, Yifang Ban:
Multi-Modal Deep Learning for Multi-Temporal Urban Mapping with a Partly Missing Optical Modality. IGARSS 2023: 6843-6846 - [c4]Sebastian Hafner, Yifang Ban, Andrea Nascetti:
Investigating Imbalances Between SAR and Optical Utilization for Multi-Modal Urban Mapping. JURSE 2023: 1-4 - [c3]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: 1-4 - [i4]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 abs/2303.08511 (2023) - [i3]Sebastian Hafner, Yifang Ban, Andrea Nascetti:
Investigating Imbalances Between SAR and Optical Utilization for Multi-Modal Urban Mapping. CoRR abs/2304.05080 (2023) - [i2]Sebastian Hafner, Yifang Ban:
Multi-Modal Deep Learning for Multi-Temporal Urban Mapping With a Partly Missing Optical Modality. CoRR abs/2306.00640 (2023) - 2022
- [j3]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: 102775 (2022) - [j2]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: 103013 (2022) - [j1]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: 1-5 (2022) - [c2]Sebastian Hafner, Yifang Ban, Andrea Nascetti:
Urban Change Detection Using a Dual-Task Siamese Network and Semi-Supervised Learning. IGARSS 2022: 1071-1074 - [i1]Sebastian Hafner, Yifang Ban, Andrea Nascetti:
Urban Change Detection Using a Dual-Task Siamese Network and Semi-Supervised Learning. CoRR abs/2204.12202 (2022) - 2021
- [c1]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: 4720-4723
Coauthor Index
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