Assessing the Impact of the Loss Function and Encoder Architecture for Fire Aerial Images Segmentation Using Deeplabv3+.
Houda HarkatJosé M. P. NascimentoAlexandre BernardinoHasmath Farhana Thariq AhmedPublished in: Remote. Sens. (2022)
Keyphrases
- loss function
- aerial images
- man made objects
- road extraction
- aerial imagery
- pairwise
- low altitude
- image segmentation
- segmentation algorithm
- aerial image sequences
- support vector
- learning to rank
- tree crown
- empirical risk
- line segments
- risk minimization
- level set
- medical images
- shape prior
- vector data
- reproducing kernel hilbert space
- regularization term
- segmentation method
- least squares
- man made
- region growing
- background subtraction
- boosting framework
- energy function
- bit rate
- multiscale
- object segmentation
- convex loss functions