Laplacian regularized active learning for image segmentation.
Lianbo ZhangDapeng TaoWeifeng LiuPublished in: SPAC (2014)
Keyphrases
- active learning
- image segmentation
- computer vision
- multiscale
- image analysis
- region growing
- image processing
- learning strategies
- learning algorithm
- level set
- deformable models
- level set method
- medical imaging
- method for image segmentation
- contour detection
- texture segmentation
- random sampling
- segmentation method
- experimental design
- segmentation algorithm
- graph cuts
- markov random field
- edge detection
- least squares
- active contours
- supervised learning
- image segmentation algorithm
- semi supervised
- learning process
- boundary detection
- total least squares
- machine learning
- pool based active learning
- object segmentation
- objective function
- energy functional
- cost sensitive
- training examples
- risk minimization
- unsupervised image segmentation
- medical images
- tikhonov regularization
- decision trees