Sebastian Varela

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 4

Top Topics

Supervised Learning

Predicting Future

High Temporal Resolution

Top Venues

Publications

Sebastian Varela, Xuying Zheng, Joyce N. Njuguna, Erik J. Sacks, Dylan P. Allen, Jeremy Ruhter, Andrew D. B. Leakey
Deep Convolutional Neural Networks Exploit High-Spatial- and -Temporal-Resolution Aerial Imagery to Phenotype Key Traits in Miscanthus. Remote. Sens. 14 (21) (2022)
Sebastian Varela, Taylor Pederson, Andrew D. B. Leakey
Implementing Spatio-Temporal 3D-Convolution Neural Networks and UAV Time Series Imagery to Better Predict Lodging Damage in Sorghum. Remote. Sens. 14 (3) (2022)
Sebastian Varela, Taylor Pederson, Carl Bernacchi, Andrew D. B. Leakey
Understanding Growth Dynamics and Yield Prediction of Sorghum Using High Temporal Resolution UAV Imagery Time Series and Machine Learning. Remote. Sens. 13 (9) (2021)
Sebastian Varela, Pruthvidhar Reddy Dhodda, William H. Hsu, P. V. Vara Prasad, Yared Assefa, Nahuel R. Peralta, Terry Griffin, Ajay Sharda, Allison Ferguson, Ignacio A. Ciampitti
Early-Season Stand Count Determination in Corn via Integration of Imagery from Unmanned Aerial Systems (UAS) and Supervised Learning Techniques. Remote. Sens. 10 (2) (2018)