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Early Yield Prediction for Sugar Beet Fields using Satellite Data -- Learnings from Specialized Vision Transformers
Philipp Vaeth, Bhumika Laxman Sadbhave, Denise Dejon +2
Remote sensing has become an increasingly valuable tool for agricultural monitoring, particularly through the use of publicly available satellite imagery. However, effectively inte…
Sugar-Beet Stress Detection using Satellite Image Time Series
Bhumika Laxman Sadbhave, Philipp Vaeth, Denise Dejon +2
Satellite Image Time Series (SITS) data has proven effective for agricultural tasks due to its rich spectral and temporal nature. In this study, we tackle the task of stress detect…
Diffusion-based Visual Counterfactual Explanations -- Towards Systematic Quantitative Evaluation
Philipp Vaeth, Alexander M. Fruehwald, Benjamin Paassen +1
Latest methods for visual counterfactual explanations (VCE) harness the power of deep generative models to synthesize new examples of high-dimensional images of impressive quality.…