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Deep Multiview Image Fusion for Soybean Yield Estimation in Breeding Applications.
Riera LG, Carroll ME, Zhang Z, Shook JM, Ghosal S, Gao T, Singh A, Bhattacharya S, Ganapathysubramanian B, Singh AK, Sarkar S. Riera LG, et al. Among authors: sarkar s. Plant Phenomics. 2021 Jun 23;2021:9846470. doi: 10.34133/2021/9846470. eCollection 2021. Plant Phenomics. 2021. PMID: 34250507 Free PMC article.
Machine Learning for High-Throughput Stress Phenotyping in Plants.
Singh A, Ganapathysubramanian B, Singh AK, Sarkar S. Singh A, et al. Among authors: sarkar s. Trends Plant Sci. 2016 Feb;21(2):110-124. doi: 10.1016/j.tplants.2015.10.015. Epub 2015 Dec 1. Trends Plant Sci. 2016. PMID: 26651918 Free article. Review.
Deploying Fourier Coefficients to Unravel Soybean Canopy Diversity.
Jubery TZ, Shook J, Parmley K, Zhang J, Naik HS, Higgins R, Sarkar S, Singh A, Singh AK, Ganapathysubramanian B. Jubery TZ, et al. Among authors: sarkar s. Front Plant Sci. 2017 Jan 19;7:2066. doi: 10.3389/fpls.2016.02066. eCollection 2016. Front Plant Sci. 2017. PMID: 28154570 Free PMC article.
A deep learning framework for causal shape transformation.
Lore KG, Stoecklein D, Davies M, Ganapathysubramanian B, Sarkar S. Lore KG, et al. Among authors: sarkar s. Neural Netw. 2018 Feb;98:305-317. doi: 10.1016/j.neunet.2017.12.003. Epub 2017 Dec 18. Neural Netw. 2018. PMID: 29301111
An explainable deep machine vision framework for plant stress phenotyping.
Ghosal S, Blystone D, Singh AK, Ganapathysubramanian B, Singh A, Sarkar S. Ghosal S, et al. Among authors: sarkar s. Proc Natl Acad Sci U S A. 2018 May 1;115(18):4613-4618. doi: 10.1073/pnas.1716999115. Epub 2018 Apr 16. Proc Natl Acad Sci U S A. 2018. PMID: 29666265 Free PMC article.
6,033 results