fine-grained classification of species (birds, trees)
Present
deep learning for semantic segmentation and object detection
Present
machine learning for geo-applications
Present
geospatial computer vision
Present
deep neural networks, AI & sustainability, Ai4Good, vision transformers, remote sensing
2020 – Present
road network extraction, remote sensing, point clouds
2012 – 2020
conditional random fields, random forests, remote sensing, synthetic aperture radar
2007 – 2011