Semantic Segmentation of Burned Areas in Sentinel-2 Satellite Images Using Deep Learning Models.
Anes OuadouDavid HuangalJ. Alex HurtGrant J. ScottPublished in: IGARSS (2023)
Keyphrases
- learning models
- satellite images
- semantic segmentation
- conditional random fields
- multispectral
- superpixels
- remote sensing
- change detection
- machine learning
- learning algorithm
- graphical models
- weakly supervised
- loss function
- learning tasks
- higher order
- probabilistic model
- semi supervised learning
- hidden markov models
- high resolution
- classification models
- machine learning algorithms
- markov random field
- object categories
- learning problems
- generative model
- information extraction
- image analysis
- scene classification
- object classes
- natural images
- image classification
- pairwise
- natural language
- semi supervised
- reinforcement learning