39 search results - page 5 / 8 » Transform Coding for Fast Approximate Nearest Neighbor Searc... |
JMLR
2010
13 years 3 months ago
2010
To save memory and improve speed, vectorial data such as images and signals are often represented as strings of discrete symbols (i.e., sketches). Chariker (2002) proposed a fast ...
ICML
2010
IEEE
13 years 9 months ago
2010
IEEE
Hashing based Approximate Nearest Neighbor (ANN) search has attracted much attention due to its fast query time and drastically reduced storage. However, most of the hashing metho...
SIAMSC
2008
13 years 8 months ago
2008
In this Part II of this paper we first refine the analysis of error-free vector transformations presented in Part I. Based on that we present an algorithm for calculating the round...
ICASSP
2011
IEEE
13 years 5 months 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 ...
RECOMB
2003
Springer
14 years 8 months ago
2003
Springer
It is shown that structural similarity between proteins can be decided well with much less information than what is used in common similarity measures. The full C representation c...