Discrete Regularization for Perceptual Image Segmentation via Semi-Supervised Learning and Optimal Control.
Hongwei ZhengOlaf HellwichPublished in: ICME (2007)
Keyphrases
- optimal control
- semi supervised learning
- image segmentation
- regularization framework
- manifold regularization
- semi supervised
- multi view learning
- unlabeled data
- dynamic programming
- supervised learning
- labeled data
- unsupervised learning
- training data
- semi supervised classification
- machine learning
- control strategy
- co training
- optimal control problems
- reinforcement learning
- active learning
- learning problems
- image processing
- multiscale
- segmentation algorithm
- computer vision
- active contours
- domain adaptation
- label propagation
- transfer learning
- data dependent
- labeled and unlabeled data
- feature space
- learning algorithm
- feature extraction
- graph cuts
- pairwise
- principal component analysis
- markov random field
- level set