146 search results - page 1 / 30 » Local distance functions: A taxonomy, new algorithms, and an... |
ICCV
2009
IEEE
13 years 3 months ago
2009
IEEE
We present a taxonomy for local distance functions where most existing algorithms can be regarded as approximations of the geodesic distance defined by a metric tensor. We categor...
IJCNN
2000
IEEE
13 years 10 months ago
2000
IEEE
The choice of transfer functions may strongly influence complexity and performance of neural networks used in classification and approximation tasks. A taxonomy of activation an...
JMLR
2010
13 years 23 days ago
2010
In this work we propose new ensemble methods for the hierarchical classification of gene functions. Our methods exploit the hierarchical relationships between the classes in diffe...
EMMCVPR
2011
Springer
12 years 5 months ago
2011
Springer
The recently proposed ImageNet dataset consists of several million images, each annotated with a single object category. However, these annotations may be imperfect, in the sense t...
ICRA
1999
IEEE
13 years 10 months ago
1999
IEEE
This paper introduces a novel heuristic nmdmap method for path planning, one that is inspired by the Vomnoi diagmm concept, but easiZy applicable to geneml configurntion spaces. T...