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152
Voted
JMLR
2008
15 years 3 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...
169
Voted
CVPR
2011
IEEE
14 years 11 months ago
2011
IEEE
Color is known to be highly discriminative for many object recognition tasks, but is difficult to infer from uncontrolled images in which the illuminant is not known. Traditional...
115
Voted
CVPR
2003
IEEE
16 years 5 months ago
2003
IEEE
For purpose of object recognition, we learn one discriminative classifier based on one prototype, using shape context distances as the feature vector. From multiple prototypes, th...
112
click to vote
ICMI
2009
Springer
15 years 10 months ago
2009
Springer
The influence of multimodal sources of input data to the construction of accurate computational models of user preferences is investigated in this paper. The case study presented...
122
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ICRA
2005
IEEE
15 years 9 months ago
2005
IEEE
— We present a method for learning activity-based ground models based on a multiple particle filter approach to motion tracking in video acquired from a moving aerial platform. ...