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cs.CV2024
Mining Field Data for Tree Species Recognition at Scale
Dimitri Gominski, Daniel Ortiz-Gonzalo, Martin Brandt +2
Individual tree species labels are particularly hard to acquire due to the expert knowledge needed and the limitations of photointerpretation. Here, we present a methodology to aut…
cs.CV2024
Get Your Embedding Space in Order: Domain-Adaptive Regression for Forest Monitoring
Sizhuo Li, Dimitri Gominski, Martin Brandt +2
Image-level regression is an important task in Earth observation, where visual domain and label shifts are a core challenge hampering generalization. However, cross-domain regressi…