An Enhanced Loss Function for Semantic Road Segmentation in Remote Sensing Images.
Loris NanniSheryl BrahnamAndrea LoreggiaPublished in: IEEE Access (2024)
Keyphrases
- loss function
- remote sensing images
- urban areas
- multispectral
- change detection
- remote sensing
- pairwise
- learning to rank
- level set
- support vector
- land cover
- satellite images
- image segmentation
- empirical risk
- multispectral images
- multi spectral images
- marked point processes
- landsat etm
- region growing
- energy function
- segmentation algorithm
- multiscale
- image analysis
- regularization term
- segmentation method
- risk minimization
- remotely sensed images
- road network
- semantic information
- stochastic gradient descent
- energy functional
- watershed algorithm
- boosting framework
- distance measure