Plant Phenomics

Additional Metrics

Top Publications

• Global Wheat Head Detection 2021: An Improved Dataset for Benchmarking Wheat Head Detection Methods.

  Etienne David;Mario Serouart;Daniel Smith;Simon Madec

  (2021)
  141 Citations

• UAS-Based Plant Phenotyping for Research and Breeding Applications.

  Wei Guo;Matthew E Carroll;Arti Singh;Tyson L Swetnam

  (2021)
  120 Citations

• Simultaneous Prediction of Wheat Yield and Grain Protein Content Using Multitask Deep Learning from Time-Series Proximal Sensing

  (2022)
  96 Citations

• The Application of UAV-Based Hyperspectral Imaging to Estimate Crop Traits in Maize Inbred Lines

  (2021)
  74 Citations

• Unsupervised Plot-Scale LAI Phenotyping via UAV-Based Imaging, Modelling, and Machine Learning

  (2022)
  61 Citations

• Deep Multiview Image Fusion for Soybean Yield Estimation in Breeding Applications.

  Luis G. Riera;Matthew E. Carroll;Zhisheng Zhang;Johnathon M. Shook

  (2021)
  58 Citations

• Development and Validation of a Deep Learning Based Automated Minirhizotron Image Analysis Pipeline

  (2022)
  56 Citations

• Qualification of Soybean Responses to Flooding Stress Using UAV-Based Imagery and Deep Learning.

  Jing Zhou;Huawei Mou;Huawei Mou;Jianfeng Zhou;Liakat Ali

  (2021)
  55 Citations

• Improved Field-Based Soybean Seed Counting and Localization with Feature Level Considered

  (2023)
  49 Citations

• Hyperspectral Remote Sensing for Phenotyping the Physiological Drought Response of Common and Tepary Bean

  (2022)
  47 Citations

• Repeated Multiview Imaging for Estimating Seedling Tiller Counts of Wheat Genotypes Using Drones.

  Lukas Roth;Moritz Camenzind;Helge Aasen;Lukas Kronenberg

  (2020)
  45 Citations

• Machine Learning-Based Presymptomatic Detection of Rice Sheath Blight Using Spectral Profiles.

  Anna O. Conrad;Wei Li;Da-Young Lee;Guo-Liang Wang

  (2020)
  42 Citations

• The Use of High-Throughput Phenotyping for Assessment of Heat Stress-Induced Changes in Arabidopsis.

  Ge Gao;Mark A. Tester;Magdalena M. Julkowska

  (2020)
  36 Citations

• Acquired Traits Contribute More to Drought Tolerance in Wheat Than in Rice.

  Preethi Vijayaraghavareddy;Preethi Vijayaraghavareddy;Ramu S. Vemanna;Xinyou Yin;Paul C. Struik

  (2020)
  29 Citations

• Field Phenomics: Will It Enable Crop Improvement?

  David M. Deery;Hamlyn G. Jones;Hamlyn G. Jones;Hamlyn G. Jones

  (2021)
  29 Citations

• Objective Phenotyping of Root System Architecture Using Image Augmentation and Machine Learning in Alfalfa (Medicago sativa L.)

  (2022)
  28 Citations