Combining computer vision and deep learning to enable ultra-scale aerial phenotyping and precision agriculture: A case study of lettuce production A Bauer, AG Bostrom, J Ball, C Applegate, T Cheng, S Laycock, SM Rojas, ... Horticulture research 6, 2019 | 144 | 2019 |
What is cost-efficient phenotyping? Optimizing costs for different scenarios D Reynolds, F Baret, C Welcker, A Bostrom, J Ball, F Cellini, A Lorence, ... Plant Science 282, 14-22, 2019 | 144 | 2019 |
SeedGerm: a cost‐effective phenotyping platform for automated seed imaging and machine‐learning based phenotypic analysis of crop seed germination J Colmer, CM O'Neill, R Wells, A Bostrom, D Reynolds, D Websdale, ... New Phytologist 228 (2), 778-793, 2020 | 91 | 2020 |
CropSight: a scalable and open-source information management system for distributed plant phenotyping and IoT-based crop management D Reynolds, J Ball, A Bauer, R Davey, S Griffiths, J Zhou Gigascience 8 (3), giz009, 2019 | 74 | 2019 |
Variation in Expression of the HECT E3 Ligase UPL3 Modulates LEC2 Levels, Seed Size, and Crop Yields in Brassica napus C Miller, R Wells, N McKenzie, M Trick, J Ball, A Fatihi, B Dubreucq, ... The Plant Cell 31 (10), 2370-2385, 2019 | 45 | 2019 |
AirSurf-Lettuce: an aerial image analysis platform for ultra-scale field phenotyping and precision agriculture using computer vision and deep learning A Bauer, AG Bostrom, J Ball, C Applegate, T Cheng, S Laycock, SM Rojas, ... bioRxiv, 527184, 2019 | 3 | 2019 |
Variation in the expression of a transmembrane protein influences cell growth in Arabidopsis thaliana petals by altering auxin responses CN Miller, J Dumenil, FH Lu, C Smith, N McKenzie, V Chapman, J Ball, ... BMC Plant Biology 20, 1-14, 2020 | 1 | 2020 |
Combining Computer Vision and Deep Learning for High-Throughput Aerial Phenotypic Analysis in Wheat Pre-Breeding A Bauer, J Ball, J Colmer, S Orford, S Griffiths, J Zhou | 1 | 2019 |
CropSurveyor: a scalable open-source experiment management system for distributed plant phenotyping and IoT-based crop management D Reynolds, J Ball, A Bauer, S Griffiths, J Zhou bioRxiv, 451120, 2018 | 1 | 2018 |
Natural variation in the expression of a transmembrane protein influences cell growth in Arabidopsis thaliana petals by altering auxin availability CN Miller, J Dumenil, FH Lu, C Smith, N McKenzie, V Chapman, J Ball, ... | | 2020 |
Variation in the expression of a transmembrane protein influences cell growth inArabidopsis thalianapetals by altering auxin availability CN Miller, J Dumenil, C Smith, FH Lu, N McKenzie, V Chapman, J Ball, ... | | 2020 |
Natural variation in expression of the HECT E3 ligase UPL3 influences seed size and crop yields in Brassica napus by altering regulatory gene expression C Miller, R Wells, N McKenzie, M Trick, J Ball, A Fatihi, B Debreuq, ... bioRxiv, 334581, 2018 | | 2018 |
Variation in expression of the HECT E3 ligase UPL3 modulates LEC2 levels, gene expression, seed size and crop yields in Brassica napus C Miller, R Wells, N McKenzie, M Trick, J Ball, A Fatihi, B Dubreucq, ... | | 2018 |