A farm-level precision land management framework based on integer programming

Por Li, Qi, Hu, Guiping, Jubery, Talukder Zaki, Ganapathysubramanian, Baskar
Publicado no PLoS One (2017)

Genome-wide association analysis of seedling root development in maize (Zea mays L.)

Por Pace, Jordon, Gardner, Candice, Romay, Cinta, Ganapathysubramanian, Baskar, Lübberstedt, Thomas
Publicado no BMC Genomics (2015)

Analysis of Maize (Zea mays L.) Seedling Roots with the High-Throughput Image Analysis Tool ARIA (Automatic Root Image Analysis)

Por Pace, Jordon, Lee, Nigel, Naik, Hsiang Sing, Ganapathysubramanian, Baskar, Lübberstedt, Thomas
Publicado em 2014

Deep Learning for Flow Sculpting: Insights into Efficient Learning using Scientific Simulation Data

Por Stoecklein, Daniel, Lore, Kin Gwn, Davies, Michael, Sarkar, Soumik, Ganapathysubramanian, Baskar
Publicado no Sci Rep (2017)

An explainable deep machine vision framework for plant stress phenotyping

Por Ghosal, Sambuddha, Blystone, David, Singh, Asheesh K., Ganapathysubramanian, Baskar, Singh, Arti, Sarkar, Soumik
Publicado no Proc Natl Acad Sci U S A (2018)

A deep learning framework to discern and count microscopic nematode eggs

Por Akintayo, Adedotun, Tylka, Gregory L., Singh, Asheesh K., Ganapathysubramanian, Baskar, Singh, Arti, Sarkar, Soumik
Publicado no Sci Rep (2018)

Computer vision and machine learning for robust phenotyping in genome-wide studies

Por Zhang, Jiaoping, Naik, Hsiang Sing, Assefa, Teshale, Sarkar, Soumik, Reddy, R. V. Chowda, Singh, Arti, Ganapathysubramanian, Baskar, Singh, Asheesh K.
Publicado no Sci Rep (2017)

A real-time phenotyping framework using machine learning for plant stress severity rating in soybean

Por Naik, Hsiang Sing, Zhang, Jiaoping, Lofquist, Alec, Assefa, Teshale, Sarkar, Soumik, Ackerman, David, Singh, Arti, Singh, Asheesh K., Ganapathysubramanian, Baskar
Publicado no Plant Methods (2017)

Deploying Fourier Coefficients to Unravel Soybean Canopy Diversity

Por Jubery, Talukder Z., Shook, Johnathon, Parmley, Kyle, Zhang, Jiaoping, Naik, Hsiang S., Higgins, Race, Sarkar, Soumik, Singh, Arti, Singh, Asheesh K., Ganapathysubramanian, Baskar
Publicado no Front Plant Sci (2017)