High-Throughput Phenotyping of Soybean Maturity Using Time Series UAV Imagery and Convolutional Neural Networks

Keyphrases

• Breeding Program 100%
• High-throughput Phenotyping 100%
• Convolutional Neural Network 100%
• Unmanned Aerial Vehicle (UAV) Imagery 100%
• Visual Rating 66%
• Maturity Date 66%
• Error Sources 33%
• Image-based 33%
• Root Mean Square Error 33%
• Commercial Breeds 33%
• Accurate Method 33%
• Senescence 33%
• Training Model 33%
• Soybean Cultivars 33%
• Growing Season 33%
• Prediction Uncertainty 33%
• Two-country 33%
• Scalable Methods 33%
• Generalization Ability 33%
• Single-date 33%
• Convolutional Neural Network Architecture 33%

Agricultural and Biological Sciences

• Neural Network 100%
• Unmanned Aerial Vehicle 100%
• Cultivar 33%
• Growing Season 33%
• Pod 33%