Joint Depth and Semantic Inference from a Single Image via Elastic Conditional Random Field.
Rongrong JiLiujuan CaoYan WangPublished in: Pattern Recognit. (2016)
Keyphrases
- single image
- conditional random fields
- crf model
- random fields
- structured prediction
- undirected graphical models
- scene geometry
- multiple images
- d scene
- graphical models
- hidden markov models
- exact inference
- efficient inference algorithms
- shape recovery
- markov random field
- image labeling
- higher order
- probabilistic model
- generative model
- light source
- super resolution
- semantic segmentation
- information extraction
- shape from shading
- natural language
- depth map
- pairwise
- superpixels
- max margin learning
- energy minimization
- indoor scenes
- multi view
- object detection
- machine learning
- intrinsic images