Snow and Cloud Classification in Historical SPOT Images: An Image Emulation Approach for Training a Deep Learning Model Without Reference Data.
Zacharie Barrou DumontSimon GascoinJordi IngladaPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2024)
Keyphrases
- image data
- image classification
- input image
- image features
- deep learning
- image retrieval
- image set
- segmentation method
- similarity measure
- test images
- image regions
- pattern recognition
- training data
- multiscale
- restricted boltzmann machine
- machine learning
- region of interest
- training set
- object recognition
- spatial information
- object detectors
- supervised learning
- training samples
- image representation
- image database
- data points
- probabilistic model
- feature space
- unsupervised learning
- natural images
- image content
- high resolution
- lighting conditions
- pairwise
- image segmentation
- decision trees