MRF model and FRAME model-based unsupervised image segmentation.
Bing ChengYing WangNanning ZhengXinchun JiaZhengzhong BianPublished in: Sci. China Ser. F Inf. Sci. (2004)
Keyphrases
- unsupervised image segmentation
- mrf model
- markov random field
- image segmentation
- unsupervised segmentation
- maximum a posteriori
- energy function
- image segmentation algorithms
- bayesian framework
- higher order
- pairwise
- contour detection
- pixel level
- parameter estimation
- graph cuts
- image segmentation algorithm
- conditional random fields
- video frames
- random fields
- probabilistic graphical models
- high quality
- image reconstruction
- superpixels
- shape prior
- segmentation method
- active contours
- expectation maximization
- least squares
- similarity measure