Reinforcement Learning as a Parsimonious Alternative to Prediction Cascades: A Case Study on Image Segmentation.
Bharat SrikishanAnika TabassumSrikanth AlluRamakrishnan KannanNikhil MuralidharPublished in: CoRR (2024)
Keyphrases
- image segmentation
- reinforcement learning
- prediction accuracy
- function approximation
- prediction model
- segmentation method
- boundary detection
- multiscale
- texture segmentation
- reinforcement learning algorithms
- learning algorithm
- level set method
- test bed
- function approximators
- gray level
- method for image segmentation
- markov random field
- state space
- image processing
- unsupervised image segmentation
- robotic control
- medical imaging
- prediction error
- shape prior
- markov decision processes
- deformable models
- active contours
- graph cuts
- computer vision