120 search results - page 1 / 24 » Nearest Neighbor Retrieval Using Distance-Based Hashing |
ICDE
2008
IEEE
14 years 6 months ago
2008
IEEE
KES
2008
Springer
13 years 4 months ago
2008
Springer
Abstract. We propose inductive distance-based methods for instance classification and retrieval in ontologies. Casting retrieval as a classification problem with the goal of assess...
CVPR
2010
IEEE
14 years 23 days ago
2010
IEEE
Searching approximate nearest neighbors in large scale high dimensional data set has been a challenging problem. This paper presents a novel and fast algorithm for learning binary...
NIPS
2007
13 years 6 months ago
2007
Can we leverage learning techniques to build a fast nearest-neighbor (ANN) retrieval data structure? We present a general learning framework for the NN problem in which sample que...
ICASSP
2010
IEEE
13 years 4 months ago
2010
IEEE
Handling large amounts of data, such as large image databases, requires the use of approximate nearest neighbor search techniques. Recently, Hamming embedding methods such as spec...