Picture for Marlon Nuske

Marlon Nuske

Data-Centric Machine Learning for Earth Observation: Necessary and Sufficient Features

Add code
Aug 21, 2024
Viaarxiv icon

Explainability of Sub-Field Level Crop Yield Prediction using Remote Sensing

Add code
Jul 11, 2024
Viaarxiv icon

XAI-Guided Enhancement of Vegetation Indices for Crop Mapping

Add code
Jul 11, 2024
Viaarxiv icon

Qubit-efficient Variational Quantum Algorithms for Image Segmentation

Add code
May 23, 2024
Viaarxiv icon

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

Add code
Mar 21, 2024
Viaarxiv icon

Adaptive Fusion of Multi-view Remote Sensing data for Optimal Sub-field Crop Yield Prediction

Add code
Jan 22, 2024
Viaarxiv icon

Q-Seg: Quantum Annealing-based Unsupervised Image Segmentation

Add code
Nov 30, 2023
Figure 1 for Q-Seg: Quantum Annealing-based Unsupervised Image Segmentation
Figure 2 for Q-Seg: Quantum Annealing-based Unsupervised Image Segmentation
Figure 3 for Q-Seg: Quantum Annealing-based Unsupervised Image Segmentation
Figure 4 for Q-Seg: Quantum Annealing-based Unsupervised Image Segmentation
Viaarxiv icon

Predicting Crop Yield With Machine Learning: An Extensive Analysis Of Input Modalities And Models On a Field and sub-field Level

Add code
Aug 17, 2023
Figure 1 for Predicting Crop Yield With Machine Learning: An Extensive Analysis Of Input Modalities And Models On a Field and sub-field Level
Figure 2 for Predicting Crop Yield With Machine Learning: An Extensive Analysis Of Input Modalities And Models On a Field and sub-field Level
Figure 3 for Predicting Crop Yield With Machine Learning: An Extensive Analysis Of Input Modalities And Models On a Field and sub-field Level
Figure 4 for Predicting Crop Yield With Machine Learning: An Extensive Analysis Of Input Modalities And Models On a Field and sub-field Level
Viaarxiv icon

A Comparative Assessment of Multi-view fusion learning for Crop Classification

Add code
Aug 10, 2023
Viaarxiv icon

On the Importance of Feature Representation for Flood Mapping using Classical Machine Learning Approaches

Add code
Mar 01, 2023
Viaarxiv icon