Reinforcement Learning as a Parsimonious Alternative to Prediction Cascades: A Case Study on Image Segmentation.
Bharat SrikishanAnika TabassumSrikanth AlluRamakrishnan KannanNikhil MuralidharPublished in: AAAI (2024)
Keyphrases
- reinforcement learning
- image segmentation
- prediction accuracy
- case study
- prediction algorithm
- multiscale
- segmentation method
- function approximation
- markov decision processes
- segmentation algorithm
- computer vision
- method for image segmentation
- prediction model
- multi agent
- learning algorithm
- unsupervised image segmentation
- contour detection
- test bed
- probabilistic model
- medical imaging
- markov random field
- shape prior
- learning process
- deformable models
- object segmentation
- prediction error
- boundary detection
- reinforcement learning algorithms
- region merging
- image processing
- state space
- level set