94 search results - page 3 / 19 » Bayesian adaptive nearest neighbor |
TIP
2002
13 years 5 months ago
2002
Fractal image encoding is a computationally intensive method of compression due to its need to find the best match between image sub-blocks by repeatedly searching a large virtual...
CVPR
2000
IEEE
13 years 9 months ago
2000
IEEE
Nearest neighbor classification assumes locally constant class conditional probabilities. This assumption becomes invalid in high dimensions with finite samples due to the curse o...
CCCG
2008
13 years 6 months ago
2008
We present the first spatially adaptive data structure that answers approximate nearest neighbor (ANN) queries to points that reside in a geometric space of any constant dimension...
PRL
2007
13 years 4 months ago
2007
The k-nearest neighbor rule is one of the simplest and most attractive pattern classification algorithms. However, it faces serious challenges when patterns of different classes...
PAMI
2002
13 years 5 months ago
2002
