Manifold-Regularized Selectable Factor Extraction for Semi-supervised Image Classification.
Xin ShiChao ZhangFangyun WeiHongyang ZhangYiyuan ShePublished in: BMVC (2015)
Keyphrases
- image classification
- semi supervised
- manifold learning
- manifold regularization
- semi supervised learning
- bag of words
- image representation
- information extraction
- labeled data
- unlabeled data
- class specific
- supervised learning
- active learning
- semi supervised classification
- sparse representation
- image features
- regularization framework
- graph embedding
- unsupervised learning
- pairwise constraints
- feature extraction
- subspace learning
- automatic extraction
- pairwise
- low dimensional
- least squares
- euclidean space
- similarity measure
- geodesic distance
- sparse coding
- high dimensional
- computer vision
- feature vectors