Scalable Locality-Sensitive Hashing for Similarity Search in High-Dimensional, Large-Scale Multimedia Datasets.
Thiago S. F. X. TeixeiraGeorge TeodoroEduardo ValleJoel H. SaltzPublished in: CoRR (2013)
Keyphrases
- locality sensitive hashing
- similarity search in high dimensional
- hashing methods
- similarity search
- multimedia
- multimedia retrieval
- large scale data sets
- nearest neighbor
- multimedia databases
- nearest neighbor search
- hash functions
- brute force
- multimedia information retrieval
- multimedia data
- high dimensional
- metric space
- sift features
- binary codes
- multimedia content
- indexing techniques
- similarity measure
- database
- range queries
- hamming distance
- knn
- space efficient
- content based retrieval
- retrieval systems
- distance function
- multimedia documents
- low dimensional
- principal component analysis
- data streams
- training data
- face recognition
- databases