A Comparative Analysis of Loss Functions for Handling Foreground-Background Imbalance in Image Segmentation.
Ali BrayteeAli AnaissiMohamad NajiPublished in: ICONIP (3) (2022)
Keyphrases
- loss function
- foreground background
- image segmentation
- object segmentation
- foreground objects
- pairwise
- support vector
- graph cuts
- background subtraction
- markov random field
- segmentation method
- shape prior
- computer vision
- object class
- segmentation algorithm
- multiscale
- deformable models
- superpixels
- pixel wise
- active contours
- object detection
- foreground and background
- energy function
- image processing
- level set
- robust tracking
- bayesian framework
- moving objects
- video sequences