Asheesh K. Singh
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Citado por
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Año
Machine Learning for High-Throughput Stress Phenotyping in Plants
A Singh, B Ganapathysubramanian, AK Singh, S Sarkar
Trends in Plant Science 21 (2), 110-124, 2016
4362016
An explainable deep machine vision framework for plant stress phenotyping
S Ghosal, D Blystone, AK Singh, B Ganapathysubramanian, A Singh, ...
Proceedings of the National Academy of Sciences, 10.1073/pnas.1716999115, 2018
1812018
Deep Learning for Plant Stress Phenotyping: Trends and Future Perspectives
AK Singh, B Ganapathysubramanian, S Sarkar, A Singh
Trends in Plant Science, 2018
1652018
Application of molecular markers to wheat breeding in Canada
HS Randhawa, M Asif, C Pozniak, JM Clarke, RJ Graf, SL Fox, ...
Plant Breeding 132 (5), 458-471, 2013
1282013
A real-time phenotyping framework using machine learning for plant stress severity rating in soybean
HS Naik, J Zhang, A Lofquist, T Assefa, S Sarkar, D Ackerman, A Singh, ...
Plant Methods, 2017
862017
Genetic variability in arbuscular mycorrhizal fungi compatibility supports the selection of durum wheat genotypes for enhancing soil ecological services and cropping systems in …
AK Singh, C Hamel, RM DePauw, RE Knox
Canadian journal of microbiology 58 (3), 293-302, 2012
792012
Chromosomal location of the cadmium uptake gene (Cdu1) in durum wheat
RE Knox, CJ Pozniak, FR Clarke, JM Clarke, S Houshmand, AK Singh
Genome 52 (9), 741-747, 2009
762009
Allelic variation at Psy1-A1 and association with yellow pigment in durum wheat grain
A Singh, S Reimer, CJ Pozniak, FR Clarke, JM Clarke, RE Knox, ...
Theoretical and applied genetics 118 (8), 1539-1548, 2009
742009
Genome‐wide association and epistasis studies unravel the genetic architecture of sudden death syndrome resistance in soybean
J Zhang, A Singh, DS Mueller, AK Singh
The Plant Journal 84 (6), 1124-36, 2015
712015
Compression of fractionated sun-cured and dehydrated alfalfa chops into cubes—Specific energy models
P Adapa, G Schoenau, L Tabil, S Sokhansanj, A Singh
Bioresource technology 98 (1), 38-45, 2007
652007
Compression of fractionated sun-cured and dehydrated alfalfa chops into cubes: Pressure and density models
P Adapa, G Schoenau, L Tabil, S Sokhansanj, A Singh
Canadian Biosystems Engineering 47, 3.33- 3.39, 2005
65*2005
Identification and validation of quantitative trait loci for grain protein concentration in adapted Canadian durum wheat populations
Y Suprayogi, CJ Pozniak, FR Clarke, JM Clarke, RE Knox, AK Singh
Theoretical and applied genetics 119 (3), 437-448, 2009
632009
Identification and mapping of leaf, stem and stripe rust resistance quantitative trait loci and their interactions in durum wheat
A Singh, MP Pandey, AK Singh, RE Knox, K Ammar, JM Clarke, ...
Molecular Breeding 31 (2), 405-418, 2013
612013
Computer vision and machine learning for robust phenotyping in genome-wide studies
J Zhang, HS Naik, T Assefa, S Sarkar, RV Reddy, A Singh, ...
Scientific reports 7, 44048, 2017
592017
Association mapping of yellow pigment in an elite collection of durum wheat cultivars and breeding lines
S Reimer, CJ Pozniak, FR Clarke, JM Clarke, DJ Somers, RE Knox, ...
Genome 51 (12), 1016-1025, 2008
572008
Identification and mapping in spring wheat of genetic factors controlling stem rust resistance and the study of their epistatic interactions across multiple environments
A Singh, RE Knox, RM DePauw, AK Singh, RD Cuthbert, HL Campbell, ...
Theoretical and applied genetics 126 (8), 1951-1964, 2013
532013
Hyperspectral band selection using genetic algorithm and support vector machines for early identification of charcoal rot disease in soybean stems
K Nagasubramanian, S Jones, S Sarkar, AK Singh, A Singh, ...
Plant methods 14 (1), 86, 2018
512018
Plant disease identification using explainable 3D deep learning on hyperspectral images
K Nagasubramanian, S Jones, AK Singh, S Sarkar, A Singh, ...
Plant Methods 15 (1), 1-10, 2019
482019
A Weakly Supervised Deep Learning Framework for Sorghum Head Detection and Counting
S Ghosal, B Zheng, SC Chapman, AB Potgieter, DR Jordan, X Wang, ...
Plant Phenomics 2019, 1525874, 2019
462019
Research Article A Weakly Supervised Deep Learning Framework for Sorghum Head Detection and Counting
S Ghosal, B Zheng, SC Chapman, AB Potgieter, DR Jordan, X Wang, ...
46*2019
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Artículos 1–20