Marlin: Taming the big streaming data in large scale video similarity search.
Nan ZhuWenbo HeYu HuaYixin ChenPublished in: IEEE BigData (2015)
Keyphrases
- similarity search
- streaming data
- streaming time series
- data streams
- concept drift
- sliding window
- distance function
- high dimensional
- query processing
- metric space
- similarity searching
- video sequences
- high dimensional data
- similarity measure
- multimedia databases
- multimedia
- data distribution
- hash functions
- video data
- knn
- similarity queries
- efficient similarity search
- anomaly detection
- approximate similarity search
- video content
- video retrieval
- data sets
- cross view
- pattern recognition
- change detection
- k nearest neighbor
- active learning
- feature selection
- neural network
- databases
- database