Deep learning and conditional random fields-based depth estimation and topographical reconstruction from conventional endoscopy.
Faisal MahmoodNicholas J. DurrPublished in: Medical Image Anal. (2018)
Keyphrases
- conditional random fields
- deep learning
- depth estimation
- depth map
- stereo vision
- stereo matching
- unsupervised learning
- information extraction
- graphical models
- hidden markov models
- machine learning
- markov random field
- named entity recognition
- weakly supervised
- three dimensional
- probabilistic model
- pairwise
- higher order
- generative model
- superpixels
- high resolution
- super resolution
- multi view
- viewpoint
- segmentation method
- multi class
- belief propagation
- information retrieval
- data sets