Large-scale gaussian process multi-class classification for semantic segmentation and facade recognition.
Björn FröhlichErik RodnerMichael KemmlerJoachim DenzlerPublished in: Mach. Vis. Appl. (2013)
Keyphrases
- gaussian process
- multi class classification
- gaussian processes
- multi class
- multi task learning
- support vector
- hyperparameters
- regression model
- binary classification
- model selection
- semi supervised
- latent variables
- object recognition
- bayesian framework
- d objects
- feature extraction
- pairwise
- semi supervised learning
- cross validation
- data mining
- input image
- prior knowledge
- action recognition
- random sampling
- multi task
- object categories
- learning problems
- dimensionality reduction
- natural language processing
- image processing