Sebastian Varela
Postdoc, University of Illinois Urbana-Champaign (PI: Leakey)
Recent Publications
- Machine Learning-enabled Computer Vision for Plant Phenotyping: A Primer on AI/ML and Case Study on Stomatal Patterning
- Deep Convolutional Neural Networks Exploit High-Spatial- and -Temporal-Resolution Aerial Imagery to Phenotype Key Traits in Miscanthus
- Implementing Spatio-Temporal 3D-Convolution Neural Networks and UAV Time Series Imagery to Better Predict Lodging Damage in Sorghum
- Understanding growth Dynamics and Yield Prediction of Sorghum Using High Temporal Resolution UAV Imagery Time Series and Machine Learning