Machine Learning Regression Techniques for the Silage Maize Yield Prediction Using Time-Series Images of Landsat 8 OLI.
Hossein AghighiMohsen AzadbakhtDavoud AshourlooHamid Salehi ShahrabiSoheil RadiomPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2018)
Keyphrases
- machine learning
- satellite images
- image data
- image analysis
- image features
- image database
- thematic mapper
- multispectral
- input image
- image collections
- edge detection
- multispectral images
- ground truth
- prediction accuracy
- three dimensional
- remote sensing data
- model selection
- test images
- image set
- segmented images
- image retrieval
- image classification
- segmentation algorithm
- image registration
- learning algorithm
- data mining
- satellite imagery
- machine learning algorithms
- feature selection
- image regions
- regression model
- feature vectors
- visual features
- feature points
- pattern recognition
- support vector machine