Real-time UAV weed scout for selective weed control by adaptive robust control and machine learning algorithm

Keyphrases

• Scouting 100%
• UAV 100%
• Weeds 100%
• Machine Learning Algorithms 100%
• Alternative Weed Control 100%
• Adaptive Robust Control 100%
• Weed Identification 80%
• Aerial 40%
• Row Crops 40%
• Significant Benefit 20%
• Centroid 20%
• Sensing Capability 20%
• Deep Learning Methods 20%
• Species Identification 20%
• Classification Performance 20%
• Machine Learning Approach 20%
• Training Data 20%
• Robust Performance 20%
• Computer Vision System 20%
• Distribution Map 20%
• Pixel Density 20%
• Identification Approach 20%
• Herbicide 20%
• Infestation 20%
• Infestation Rate 20%
• Crop Yield 20%
• Weed Control 20%
• Weed Management 20%
• Weed Density 20%
• Greenness 20%
• Vehicle-based 20%
• Weed Flora 20%
• Weed Traits 20%
• Convolutional Neural Network 20%
• High-resolution Imagery 20%
• Probability Assessment 20%
• Weed Infestation 20%
• Weed Patches 20%
• National Airspace 20%
• Good Agricultural Practices 20%
• Classifier Robustness 20%
• UAV Technology 20%
• Proximal Sensing 20%
• Neuron Weight 20%
• Weed Distribution 20%
• Classifier Efficiency 20%
• Lifting Capacity 20%

Agricultural and Biological Sciences

• Weed Control 100%
• Species Identification 50%
• Neural Network 50%
• Herbicide 50%
• Weed Management 50%
• Unmanned Aerial Vehicle 50%