Non-linear metric learning using pairwise similarity and dissimilarity constraints and the geometrical structure of data.
Mahdieh Soleymani BaghshahSaeed Bagheri ShourakiPublished in: Pattern Recognit. (2010)
Keyphrases
- pairwise similarities
- metric learning
- pairwise
- similarity metric
- manifold structure
- data points
- spectral clustering
- data sets
- distance metric
- data analysis
- distance function
- graph partitioning
- dimensionality reduction
- multi task
- semi supervised
- similarity measure
- learning tasks
- similarity function
- multi class
- feature space
- image processing