1547 search results - page 225 / 310 » Learning a Classification Model for Segmentation |
169
click to vote
JMLR
2008
15 years 4 months ago
2008
We describe and analyze an algorithmic framework for online classification where each online trial consists of multiple prediction tasks that are tied together. We tackle the prob...
131
click to vote
ICML
2007
IEEE
16 years 5 months ago
2007
IEEE
Traditional machine learning makes a basic assumption: the training and test data should be under the same distribution. However, in many cases, this identicaldistribution assumpt...
152
click to vote
KDD
2006
ACM
16 years 5 months ago
2006
ACM
Mining data streams of changing class distributions is important for real-time business decision support. The stream classifier must evolve to reflect the current class distributi...
140
Voted
IJCV
2008
15 years 4 months ago
2008
Object identification (OID) is specialized recognition where the category is known (e.g. cars) and the algorithm recognizes an object's exact identity (e.g. Bob's BMW). ...
137
click to vote
ICIP
2002
IEEE
16 years 6 months ago
2002
IEEE
We recently proposed a method to find cluster structure in home videos based on statistical models of visual and temporal features of video segments and sequential binary Bayesian...