Towards an approach using metric learning for interactive semi-supervised clustering of images.
Viet Minh VuHien Phuong LaiMuriel VisaniPublished in: KSE (2016)
Keyphrases
- metric learning
- semi supervised clustering
- semi supervised
- distance metric
- learning tasks
- pairwise
- image classification
- unsupervised clustering
- multi task
- distance function
- image features
- dimensionality reduction
- pairwise constraints
- background knowledge
- feature space
- data sets
- labeled data
- semi supervised classification
- data points
- k means
- recommender systems
- high dimensional
- object recognition
- pattern recognition
- nonnegative matrix factorization
- clustering algorithm
- image processing
- data mining