SugarViT - Multi-objective Regression of UAV Images with Vision Transformers and Deep Label Distribution Learning Demonstrated on Disease Severity Prediction in Sugar Beet.
Maurice GünderFacundo Ramón Ispizua YamatiAbel Andree Barreto AlcántaraAnne-Katrin MahleinRafet SifaChristian BauckhagePublished in: CoRR (2023)
Keyphrases
- multi objective
- input image
- learning algorithm
- image database
- image data
- learning process
- ground truth
- image registration
- locally weighted
- image analysis
- active learning
- evolutionary algorithm
- three dimensional
- neural network
- prediction accuracy
- image retrieval
- object recognition
- radial basis function network
- vision system
- deep architectures
- multiple objectives
- multi objective optimization
- linear regression
- image collections
- test images
- image regions
- segmentation method
- model selection
- image classification
- supervised learning
- image features
- computer vision