163 search results - page 15 / 33 » K-Nearest Neighbor Search using the Pyramid Technique |
CVPR
2010
IEEE
14 years 8 months ago
2010
IEEE
We examine the problem of large scale nearest neighbor search in high dimensional spaces and propose a new approach based on the close relationship between nearest neighbor search...
80
Voted
CCCG
2001
14 years 11 months ago
2001
This paper describes a solution to the nearest neighbor problem. The proposed algorithm, which makes use of the triangle inequality property, is considered from a function minimiz...
CVPR
2008
IEEE
15 years 11 months ago
2008
IEEE
Most successful object recognition systems rely on binary classification, deciding only if an object is present or not, but not providing information on the actual object location...
NIPS
2007
14 years 11 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...
69
Voted
3DIM
2003
IEEE
15 years 2 months ago
2003
IEEE
This paper describes a novel method which extends the search algorithm of a k-d tree for aligning and merging range images. If the nearest neighbor point is far from a query, many...