Benjamin Kellenberger

Detecting mammals in UAV images: Best practices to address a substantially imbalanced dataset with deep learning

Benjamin Kellenberger, Diego Marcos, Devis Tuia · Remote Sensing of Environment · 2018 · 320 citations · Full text

Computing, Computer Science, Computer Vision +12

Land cover mapping at very high resolution with rotation equivariant CNNs: Towards small yet accurate models

Diego Marcos, Michele Volpi, Benjamin Kellenberger et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2018 · 278 citations · Full text

Computing, Earth Sciences, Geoinformatics +10

Learning Deep Structured Active Contours End-to-End

Zhang Lisa, Min Bai, Renjie Liao et al. · 2018 · 150 citations

Computing, Computer Science, Computational Geometry +16

Half a Percent of Labels is Enough: Efficient Animal Detection in UAV Imagery Using Deep CNNs and Active Learning

Benjamin Kellenberger, Diego Marcos, Sylvain Lobry et al. · IEEE Transactions on Geoscience and Remote Sensing · 2019 · 141 citations · Full text

Computing, Computer Science, Computer Vision +16

Fast animal detection in UAV images using convolutional neural networks

Benjamin Kellenberger, Michele Volpi, Devis Tuia · 2017 · 96 citations

Computing, Computer Science, Computer Vision +7