Semi-supervised learning on large-scale geotagged photos for situation recognition.
Mengfan TangFeiping NieSiripen PongpaichetRamesh C. JainPublished in: J. Vis. Commun. Image Represent. (2017)
Keyphrases
- semi supervised learning
- unsupervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- semi supervised classification
- co training
- machine learning
- object recognition
- training data
- semi supervised learning algorithms
- pattern recognition
- graph based semi supervised learning
- label propagation
- improve the classification accuracy
- learning models
- feature extraction
- labeled and unlabeled data
- pairwise
- regularization framework
- real world
- computer vision
- domain adaptation
- dimension reduction
- similarity measure
- semi supervised learning methods
- manifold regularization
- prior knowledge