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Publications

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  1. Common Practices and Taxonomy in Deep Multi-view Fusion for Remote Sensing Applications

    In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), Vol. 0, Pages 1-21, IEEE GRSS, IEEE, 2/2024.

  2. Impact Assessment of Missing Data in Model Predictions for Earth Observation Applications

    In: Proceedings of the IEEE International Geoscience and Remote Sensing Symposium 2024. IEEE International Geoscience and Remote Sensing Symposium …

  3. In the Search for Optimal Multi-view Learning Models for Crop Classification with Global Remote Sensing Data

    In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), Pages 0-`0, IEEE GRSS, 2024.

  4. A Comparative Assessment of Multi-view Fusion Learning for Crop Classification

    In: 2023 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). IEEE International Geoscience and Remote Sensing Symposium …

  5. INFLUENCE OF DATA CLEANING TECHNIQUES ON SUB-FIELD YIELD PREDICTIONS

    In: 2023 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). IEEE International Geoscience and Remote Sensing Symposium …

  6. Feature Attributation Methods for Multivariate Time-Series Explainability in Remote Sensing

    In: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium. IEEE International Geoscience and Remote Sensing Symposium …

  7. Takashi Miyamoto; Marco Stricker; J. Ogishima; Kevin Iselborn; Marlon Nuske; Andreas Dengel

    Effect of Terrain Information on Multimodel Deep Learning for Flood Disaster Detection

    In: 2023 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). IEEE International Geoscience and Remote Sensing Symposium …