Digital phenotyping and genotype-to-phenotype (G2P) models to predict complex traits in cereal crops

Autor Virlet, Nicolas, Lyra, Danilo H., Hawkesford, Malcolm J.
Vydáno v Burleigh Dodds Series in Agricultural Science (2022)

Automated Method to Determine Two Critical Growth Stages of Wheat: Heading and Flowering

Autor Sadeghi-Tehran, Pouria, Sabermanesh, Kasra, Virlet, Nicolas, Hawkesford, Malcolm J.
Vydáno v Front Plant Sci (2017)

Multi-feature machine learning model for automatic segmentation of green fractional vegetation cover for high-throughput field phenotyping

Autor Sadeghi-Tehran, Pouria, Virlet, Nicolas, Sabermanesh, Kasra, Hawkesford, Malcolm J.
Vydáno v Plant Methods (2017)

Scalable Database Indexing and Fast Image Retrieval Based on Deep Learning and Hierarchically Nested Structure Applied to Remote Sensing and Plant Biology

Autor Sadeghi-Tehran, Pouria, Angelov, Plamen, Virlet, Nicolas, Hawkesford, Malcolm J.
Vydáno v J Imaging (2019)

Multispectral airborne imagery in the field reveals genetic determinisms of morphological and transpiration traits of an apple tree hybrid population in response to water deficit

Autor Virlet, Nicolas, Costes, Evelyne, Martinez, Sébastien, Kelner, Jean-Jacques, Regnard, Jean-Luc
Vydáno v J Exp Bot (2015)

Stress indicators based on airborne thermal imagery for field phenotyping a heterogeneous tree population for response to water constraints

Autor Virlet, Nicolas, Lebourgeois, Valentine, Martinez, Sébastien, Costes, Evelyne, Labbé, Sylvain, Regnard, Jean-Luc
Vydáno 2014

DeepCount: In-Field Automatic Quantification of Wheat Spikes Using Simple Linear Iterative Clustering and Deep Convolutional Neural Networks

Autor Sadeghi-Tehran, Pouria, Virlet, Nicolas, Ampe, Eva M., Reyns, Piet, Hawkesford, Malcolm J.
Vydáno v Front Plant Sci (2019)

Functional QTL mapping and genomic prediction of canopy height in wheat measured using a robotic field phenotyping platform

Autor Lyra, Danilo H, Virlet, Nicolas, Sadeghi-Tehran, Pouria, Hassall, Kirsty L, Wingen, Luzie U, Orford, Simon, Griffiths, Simon, Hawkesford, Malcolm J, Slavov, Gancho T
Vydáno v J Exp Bot (2020)