On the utility of canonical correlation analysis for domain adaptation in multi-view headpose estimation.
Anoop Kolar RajagopalRamanathan SubramanianVassilios VonikakisK. R. RamakrishnanStefan WinklerPublished in: ICIP (2015)
Keyphrases
- multi view
- domain adaptation
- canonical correlation analysis
- semi supervised
- co training
- single view
- multiple views
- labeled data
- semi supervised learning
- three dimensional
- partial least squares
- cross domain
- unlabeled data
- d objects
- multiple sources
- surface reconstruction
- training data
- target domain
- transfer learning
- least squares
- feature selection
- training set
- feature extraction
- data analysis
- pairwise
- viewpoint
- unsupervised learning
- generative model
- supervised learning