Rose Rustowicz

Semantic Segmentation of Crop Type in Africa: A Novel Dataset and Analysis of Deep Learning Methods

Rose Rustowicz, Robin Cheong, Lijing Wang et al. · Computer Vision and Pattern Recognition · 2019 · 98 citations

Convolutional Neural Network, Precision Agriculture, Image Analysis +11

ForestNet: Classifying Drivers of Deforestation in Indonesia using Deep\n Learning on Satellite Imagery

Jeremy Irvin, Hao Sheng, Neel Ramachandran et al. · arXiv (Cornell University) · 2020 · 19 citations · Full text

Automated detection and measurement of volcanic cloud growth: towards a robust estimate of mass flux, mass loading and eruption duration

A. Bear-Crozier, S. Pouget, Marcus Bursik et al. · Natural Hazards · 2020 · 17 citations

Geophysics, Meteorology, Volcanic Cloud Growth +13

OGNet: Towards a Global Oil and Gas Infrastructure Database using Deep Learning on Remotely Sensed Imagery

Hao Sheng, Jeremy Irvin, Sasankh Munukutla et al. · arXiv (Cornell University) · 2020 · 15 citations · Full text

Geometric Learning, Gas Infrastructure, Convolutional Neural Network +19

ForestNet: Classifying Drivers of Deforestation in Indonesia using Deep Learning on Satellite Imagery

Jeremy Irvin, Hao Sheng, Neel Ramachandran et al. · arXiv (Cornell University) · 2020 · 10 citations · Full text

Forest Loss Patches, Convolutional Neural Network, Engineering +23