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2020 – today
- 2024
[j2]Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel:
Q-Seg: Quantum Annealing-Based Unsupervised Image Segmentation. IEEE Computer Graphics and Applications 44(5): 27-39 (2024)- [j1]Francisco Alejandro Mena
, Diego Arenas, Marlon Nuske, Andreas Dengel:
Common Practices and Taxonomy in Deep Multiview Fusion for Remote Sensing Applications. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 4797-4818 (2024) - [c11]Francisco Alejandro Mena, Diego Arenas, Marcela Charfuelan, Marlon Nuske, Andreas Dengel:
Impact Assessment of Missing Data in Model Predictions for Earth Observation Applications. IGARSS 2024: 967-971 - [c10]Cristhian Sanchez, Francisco Alejandro Mena, Marcela Charfuelan, Marlon Nuske, Andreas Dengel:
Assessment of Sentinel-2 Spatial and Temporal Coverage Based on the Scene Classification Layer. IGARSS 2024: 4099-4103 - [c9]Hiba Najjar, Francisco Alejandro Mena, Marlon Nuske, Andreas Dengel:
Xai-Guided Enhancement of Vegetation Indices for Crop Mapping. IGARSS 2024: 4140-4144 - [c8]Miro Miranda, Deepak Pathak, Marlon Nuske, Andreas Dengel:
Multi-Modal Fusion Methods with Local Neighborhood Information for Crop Yield Prediction at Field and Subfield Levels. IGARSS 2024: 4307-4311 - [i13]Francisco Alejandro Mena, Deepak Pathak, Hiba Najjar, Cristhian Sanchez, Patrick Helber, Benjamin Bischke, Peter Habelitz, Miro Miranda, Jayanth Siddamsetty, Marlon Nuske, Marcela Charfuelan, Diego Arenas, Michaela Vollmer, Andreas Dengel:
Adaptive Fusion of Multi-view Remote Sensing data for Optimal Sub-field Crop Yield Prediction. CoRR abs/2401.11844 (2024) - [i12]Francisco Alejandro Mena, Diego Arenas, Marcela Charfuelan, Marlon Nuske, Andreas Dengel:
Impact Assessment of Missing Data in Model Predictions for Earth Observation Applications. CoRR abs/2403.14297 (2024) - [i11]Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel:
Qubit-efficient Variational Quantum Algorithms for Image Segmentation. CoRR abs/2405.14405 (2024) - [i10]Cristhian Sanchez, Francisco Alejandro Mena, Marcela Charfuelan, Marlon Nuske, Andreas Dengel:
Assessment of Sentinel-2 spatial and temporal coverage based on the scene classification layer. CoRR abs/2406.18584 (2024) - [i9]Hiba Najjar, Miro Miranda, Marlon Nuske, Ribana Roscher, Andreas Dengel:
Explainability of Sub-Field Level Crop Yield Prediction using Remote Sensing. CoRR abs/2407.08274 (2024) - [i8]Hiba Najjar, Francisco Alejandro Mena, Marlon Nuske, Andreas Dengel:
XAI-Guided Enhancement of Vegetation Indices for Crop Mapping. CoRR abs/2407.08298 (2024) - [i7]Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel:
Quantum Annealing-Based Algorithm for Efficient Coalition Formation Among LEO Satellites. CoRR abs/2408.06007 (2024) - [i6]Hiba Najjar, Marlon Nuske, Andreas Dengel:
Data-Centric Machine Learning for Earth Observation: Necessary and Sufficient Features. CoRR abs/2408.11384 (2024) - 2023
- [c7]Takashi Miyamoto, Marco Stricker, Jun Ogishima, Kevin Iselborn, Marlon Nuske, Andreas Dengel:
Effect Of Terrain Information On Multimodal Deep Learning For Flood Disaster Detection. IGARSS 2023: 448-451 - [c6]Patrick Helber, Benjamin Bischke, Peter Habelitz, Cristhian Sanchez, Deepak Pathak, Miro Miranda, Hiba Najjar, Francisco Alejandro Mena, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel:
Crop Yield Prediction: An Operational Approach to Crop Yield Modeling on Field and Subfield Level with Machine Learning Models. IGARSS 2023: 2763-2766 - [c5]Deepak Pathak, Miro Miranda, Francisco Alejandro Mena, Cristhian Sanchez, Patrick Helber, Benjamin Bischke, Peter Habelitz, Hiba Najjar, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel:
Predicting Crop Yield with Machine Learning: An Extensive Analysis of Input Modalities and Models on a Field and Sub-Field Level. IGARSS 2023: 2767-2770 - [c4]Cristhian Sanchez, Deepak Pathak, Miro Miranda, Marcela Charfuelan, Patrick Helber, Marlon Nuske, Benjamin Bischke, Peter Habelitz, Nafisur Rahman, Francisco Alejandro Mena, Hiba Najjar, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Andreas Dengel:
Influence of Data Cleaning Techniques on Sub-Field Yield Predictions. IGARSS 2023: 4852-4855 - [c3]Hiba Najjar, Patrick Helber, Benjamin Bischke, Peter Habelitz, Cristhian Sanchez, Francisco Alejandro Mena, Miro Miranda, Deepak Pathak, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel:
Feature Attribution Methods for Multivariate Time-Series Explainability in Remote Sensing. IGARSS 2023: 5014-5017 - [c2]Francisco Alejandro Mena, Diego Arenas, Marlon Nuske, Andreas Dengel:
A Comparative Assessment of Multi-View Fusion Learning For Crop Classification. IGARSS 2023: 5631-5634 - [c1]Marco Stricker, Takashi Miyamoto, Kevin Iselborn, Marlon Nuske, Andreas Dengel:
Fusing Digital Elevation Maps with Satellite Imagery for Flood Mapping. IGARSS 2023: 6290-6293 - [i5]Francisco Alejandro Mena, Diego Arenas, Marlon Nuske, Andreas Dengel:
Common Practices and Taxonomy in Deep Multi-view Fusion for Remote Sensing Applications. CoRR abs/2301.01200 (2023) - [i4]Kevin Iselborn, Marco Stricker, Takashi Miyamoto, Marlon Nuske, Andreas Dengel:
On the Importance of Feature Representation for Flood Mapping using Classical Machine Learning Approaches. CoRR abs/2303.00691 (2023) - [i3]Francisco Alejandro Mena, Diego Arenas, Marlon Nuske, Andreas Dengel:
A Comparative Assessment of Multi-view fusion learning for Crop Classification. CoRR abs/2308.05407 (2023) - [i2]Deepak Pathak, Miro Miranda, Francisco Alejandro Mena, Cristhian Sanchez, Patrick Helber, Benjamin Bischke, Peter Habelitz, Hiba Najjar, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel:
Predicting Crop Yield With Machine Learning: An Extensive Analysis Of Input Modalities And Models On a Field and sub-field Level. CoRR abs/2308.08948 (2023) - [i1]Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel:
Q-Seg: Quantum Annealing-based Unsupervised Image Segmentation. CoRR abs/2311.12912 (2023)
Coauthor Index
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