96 citations · 137 across the 2 of their papers we have counts for
3 papers · 1 filter
Mapping oil palm density at country scale: An active learning approach
Andrés C. Rodríguez, Stefano D'Aronco, Konrad Schindler +1
Accurate mapping of oil palm is important for understanding its past and future impact on the environment. We propose to map and count oil palms by estimating tree densities per pi…
Fine-grained Species Recognition with Privileged Pooling: Better Sample Efficiency Through Supervised Attention
Andres C. Rodriguez, Stefano D'Aronco, Konrad Schindler +1
We propose a scheme for supervised image classification that uses privileged information, in the form of keypoint annotations for the training data, to learn strong models from sma…
Counting the uncountable: deep semantic density estimation from Space
Andres C. Rodriguez, Jan D. Wegner
We propose a new method to count objects of specific categories that are significantly smaller than the ground sampling distance of a satellite image. This task is hard due to the…