Pyramid: A General Framework for Distributed Similarity Search on Large-scale Datasets.
Shiyuan DengXiao YanKelvin Kai Wing NgChenyu JiangJames ChengPublished in: IEEE BigData (2019)
Keyphrases
- similarity search
- hashing methods
- metric space
- distance function
- high dimensional
- query processing
- multimedia databases
- similarity measure
- similarity searching
- similarity queries
- similarity search in metric spaces
- indexing techniques
- multimodal data
- hash functions
- high dimensional data
- r tree
- similarity retrieval
- knn
- efficient similarity search
- hamming space
- triangle inequality
- database systems
- data sets
- indexing structure
- high dimensional feature vectors
- input image
- content based multimedia retrieval
- nearest neighbor search
- cross view
- decision trees
- mass spectra
- data analysis
- locality sensitive hashing
- indexing method
- user defined