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» Algorithmic issues in modeling motion
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129
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CIKM
2010
Springer
15 years 1 months ago
Partial drift detection using a rule induction framework
The major challenge in mining data streams is the issue of concept drift, the tendency of the underlying data generation process to change over time. In this paper, we propose a g...
Damon Sotoudeh, Aijun An
153
Voted
DASFAA
2011
IEEE
311views Database» more  DASFAA 2011»
14 years 6 months ago
3D Indoor Route Planning for Arbitrary-Shape Objects
Route planning, which is used to calculate feasible routes in a given environment, is one of the key issues in navigation systems. According to different constraints in different...
Wenjie Yuan, Markus Schneider
265
Voted
JMLR
2012
13 years 5 months ago
Approximate Inference in Additive Factorial HMMs with Application to Energy Disaggregation
This paper considers additive factorial hidden Markov models, an extension to HMMs where the state factors into multiple independent chains, and the output is an additive function...
J. Zico Kolter, Tommi Jaakkola
144
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CVPR
2005
IEEE
16 years 4 months ago
Bayesian Object Detection in Dynamic Scenes
Detecting moving objects using stationary cameras is an important precursor to many activity recognition, object recognition and tracking algorithms. In this paper, three innovati...
Yaser Sheikh, Mubarak Shah
134
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PAMI
2007
245views more  PAMI 2007»
15 years 2 months ago
Tracking People by Learning Their Appearance
—An open vision problem is to automatically track the articulations of people from a video sequence. This problem is difficult because one needs to determine both the number of p...
Deva Ramanan, David A. Forsyth, Andrew Zisserman