Discriminative Learning of Markov Random Fields for Segmentation of 3D Scan Data.
Dragomir AnguelovBenjamin TaskarVassil ChatalbashevDaphne KollerDinkar GuptaGeremy HeitzAndrew Y. NgPublished in: CVPR (2) (2005)
Keyphrases
- markov random field
- discriminative learning
- scan data
- energy function
- image segmentation
- graph cuts
- generative model
- segmentation algorithm
- shape prior
- belief propagation
- higher order
- parameter estimation
- segmentation method
- object segmentation
- level set
- image restoration
- conditional random fields
- pairwise
- multiscale
- structured prediction
- maximum margin
- maximum a posteriori
- message passing
- high order
- weakly supervised
- object categories
- markov networks
- image set
- image processing
- bounding box
- denoising
- information extraction
- graphical models