248 search results - page 19 / 50 » Nearest Neighbor Search on Multimedia Indexing Structures |
154
Voted
SODA
1993
ACM
15 years 5 months ago
1993
ACM
Given a set of n points in d-dimensional Euclidean space, S ⊂ Ed , and a query point q ∈ Ed , we wish to determine the nearest neighbor of q, that is, the point of S whose Euc...
140
Voted
ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
Neighbor search is a fundamental task in machine learning, especially in classification and retrieval. Efficient nearest neighbor search methods have been widely studied, with the...
131
Voted
CIKM
2000
Springer
15 years 8 months ago
2000
Springer
With the proliferation of multimedia data, there is increasing need to support the indexing and searching of high dimensional data. Recently, a vector approximation based techniqu...
273
Voted
ICASSP
2011
IEEE
15 years 21 days ago
2011
IEEE
Recent indexing techniques inspired by source coding have been shown successful to index billions of high-dimensional vectors in memory. In this paper, we propose an approach that ...
115
Voted
PAMI
2008
15 years 3 months ago
2008
This paper describes BoostMap, a method for efficient nearest neighbor retrieval under computationally expensive distance measures. Database and query objects are embedded into a v...