Sketch simplification based on conditional random field and least squares generative adversarial networks.
Qianwen LuQingchuan TaoYalin ZhaoManxiao LiuPublished in: Neurocomputing (2018)
Keyphrases
- conditional random fields
- least squares
- generative model
- fully connected
- crf model
- long range
- probabilistic model
- graphical models
- maximum entropy
- hidden markov models
- random fields
- conditional likelihood
- markov random field
- higher order
- parameter estimation
- information extraction
- discriminative models
- markov networks
- image labeling
- contextual features
- superpixels
- semantic segmentation
- network model
- ordinal scale
- multiscale
- segmentation method
- input image
- optical flow
- pairwise
- data mining
- sparse coding
- undirected graphical models
- supervised training
- object recognition