G. de Croon E.O. Postma H.J. van den Herik IKAT, Universiteit Maastricht,...  Home/Search
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Abstract: There are two main approaches to active vision for classification. The probabilistic approach employs a belief state concerning the class of the instance and selects actions to reduce uncertainty in the belief state. The situated approach directly learns a mapping from observations to actions (including the classification), driven by the performance on the classification task. One of the advantages of the probabilistic approach is that its action selection takes uncertainty into account.... (Update)
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BibTeX entry: (Update)
@misc{ postma-situated,
author = "De Croon Postma",
title = "A Situated Model of Active Vision",
url = "citeseer.ist.psu.edu/763175.html" }
Citations (may not include all citations):1447 A mathematical theory of communication (context) - Shannon - 1948
74 Probabilistic algorithms in robotics - Thrun - 2000
16 Scientific American (context) - Holland - 1992
10 Power and the limits of reactive agents - Nolfi - 2002
6 Entropy-based gaze planning - Arbel, Ferrie - 2001
3 Reactive agents and perceptual ambiguity (context) - van Dartel, Sprinkhuizen-Kuyper et al.
1 Sensory-motor coordination in gaze control (context) - de Croon, Postma et al. - 2005
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