270 search results - page 1 / 54 » Large-Scale Many-Class Learning |
SDM
2008
SIAM
13 years 5 months ago
2008
SIAM
In many multiclass learning scenarios, the number of classes is relatively large (thousands,...), or the space and time efficiency of the learning system can be crucial. We invest...
ICPR
2006
IEEE
14 years 5 months ago
2006
IEEE
Viola and Jones (VJ) cascade classification methods have proven to be very successful in detecting objects belonging to a single class -- e.g., faces. This paper addresses the mor...
ECCV
2006
Springer
14 years 6 months ago
2006
Springer
Viola and Jones [VJ] demonstrate that cascade classification methods can successfully detect objects belonging to a single class, such as faces. Detecting and identifying objects t...
ICML
2005
IEEE
14 years 5 months ago
2005
IEEE
A geometric construction is presented which is shown to be an effective tool for understanding and implementing multi-category support vector classification. It is demonstrated ho...
ML
2007
ACM
13 years 4 months ago
2007
ACM