Tree quantization for large-scale similarity search and classification.
Artem BabenkoVictor S. LempitskyPublished in: CVPR (2015)
Keyphrases
- similarity search
- r tree
- indexing schemes
- distance function
- similarity queries
- similarity measure
- high dimensional
- metric space
- similarity searching
- query processing
- indexing structure
- multimedia databases
- indexing techniques
- multimodal data
- decision trees
- similarity retrieval
- efficient similarity search
- high dimensional data
- tree structure
- knn
- pattern recognition
- feature extraction
- dynamic time warping
- efficient indexing
- space partitioning
- data sets
- hash functions
- machine learning
- nearest neighbor search
- feature vectors
- approximate similarity search
- locality sensitive hashing
- index structure
- multimedia
- image processing
- feature selection
- database
- metric access methods
- similarity search in metric spaces