High-dimensional visual similarity search: k-d Generalized Randomized Forests.
Yannis AvrithisIoannis Z. EmirisGeorgios SamarasPublished in: CGI (Short Papers) (2016)
Keyphrases
- similarity search
- high dimensional
- metric space
- multimedia databases
- distance function
- similarity measure
- query processing
- indexing techniques
- high dimensional data
- similarity queries
- similarity searching
- knn
- efficient similarity search
- similarity retrieval
- triangle inequality
- cross view
- vector space
- low dimensional
- locality sensitive hashing
- dimensionality reduction
- multimodal data
- efficient indexing
- feature space
- similarity search in high dimensional
- hash functions
- nearest neighbor search
- r tree
- nearest neighbor
- cross modal
- data sets
- data streams
- euclidean distance