A Novel Boundary Loss Function in Deep Convolutional Networks to Improve the Buildings Extraction From High-Resolution Remote Sensing Images.
Hamidreza HosseinpourFarhad SamadzadeganFarzaneh Dadras JavanPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2022)
Keyphrases
- loss function
- remote sensing images
- remote sensing
- change detection
- multispectral
- pairwise
- urban areas
- deep learning
- learning to rank
- marked point processes
- support vector
- image analysis
- logistic regression
- satellite images
- empirical risk
- solution path
- regularization term
- multispectral images
- risk minimization
- neural network
- reproducing kernel hilbert space
- land cover
- learning algorithm