1351 search results - page 68 / 271 » Learning from compressed observations |
134
click to vote
ICCV
2007
IEEE
16 years 6 months ago
2007
IEEE
We present a Bayesian framework for learning higherorder transition models in video surveillance networks. Such higher-order models describe object movement between cameras in the...
151
click to vote
ICIP
2002
IEEE
16 years 5 months ago
2002
IEEE
In this paper, we describe a statistical method to detect highlights in a baseball game video. The input video is first segmented into scene shots, within which the camera motion ...
177
click to vote
SIGIR
2012
ACM
13 years 6 months ago
2012
ACM
We consider the task of suggesting related queries to users after they issue their initial query to a web search engine. We propose a machine learning approach to learn the probab...
139
click to vote
ICMLA
2003
15 years 5 months ago
2003
— This paper shows that the distributed representation found in Learning Vector Quantization (LVQ) enables reinforcement learning methods to cope with a large decision search spa...
136
click to vote
ECCV
2004
Springer
16 years 5 months ago
2004
Springer
We present a vision based, adaptive, decision theoretic model of human facial displays in interactions. The model is a partially observable Markov decision process, or POMDP. A POM...