A multi-step approach for partial similarity search in large image data using histogram intersection.
Chang-Ryong KimChin-Wan ChungPublished in: Inf. Softw. Technol. (2003)
Keyphrases
- similarity search
- multi step
- histogram intersection
- similarity measurement
- image data
- similarity measure
- knn
- lower bounding
- k nearest neighbor
- metric space
- distance measure
- multimedia databases
- distance function
- high dimensional
- similarity queries
- high dimensional data
- distance computation
- vector space
- partial matching
- dynamic time warping
- nearest neighbor
- query processing
- triangle inequality
- bhattacharyya distance
- image database
- pairwise
- mutual information
- image processing
- locality sensitive hashing
- objective function
- hyperplane
- support vector machine