AITopics | Moreels, Pierre

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Moreels, Pierre

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Common-Frame Model for Object Recognition

Moreels, Pierre, Perona, Pietro

Neural Information Processing SystemsDec-31-2005

A generative probabilistic model for objects in images is presented. An object consists of a constellation of features. Feature appearance and pose are modeled probabilistically. Scene images are generated by drawing aset of objects from a given database, with random clutter sprinkled on the remaining image surface.

artificial intelligence, hypothesis, machine learning, (19 more...)

Neural Information Processing Systems

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North America > United States (0.14)
Europe > Czechia (0.14)

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Information Technology > Artificial Intelligence > Vision (1.00)
Information Technology > Artificial Intelligence > Machine Learning (1.00)
Information Technology > Artificial Intelligence > Representation & Reasoning > Uncertainty (0.49)

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