Uncertainty in Artificial Intelligence
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Video In Sentences Out
Andrei Barbu, Alexander Bridge, Zachary Burchill, Dan Coroian, Sven Dickinson, Sanja Fidler, Aaron Michaux, Sam Mussman, Siddharth Narayanaswamy, Dhaval Salvi, Lara Schmidt, Jiangnan Shangguan, Jeffrey Siskind, Jarrell Waggoner, Song Wang, Jinlian Wei, Yifan Yin, Zhiqi Zhang
Abstract:
We present a system that produces sentential descriptions of video: who did what to whom, and where and how they did it. Action class is rendered as a verb, participant objects as noun phrases, properties of those objects as adjectival modifiers in those noun phrases, spatial relations between those participants as prepositional phrases, and characteristics of the event as prepositional-phrase adjuncts and adverbial modifiers. Extracting the information needed to render these linguistic entities requires an approach to event recognition that recovers object tracks, the trackto-role assignments, and changing body posture.
Keywords:
Pages: 102-112
PS Link:
PDF Link: /papers/12/p102-barbu.pdf
BibTex:
@INPROCEEDINGS{Barbu12,
AUTHOR = "Andrei Barbu and Alexander Bridge and Zachary Burchill and Dan Coroian and Sven Dickinson and Sanja Fidler and Aaron Michaux and Sam Mussman and Siddharth Narayanaswamy and Dhaval Salvi and Lara Schmidt and Jiangnan Shangguan and Jeffrey Siskind and Jarrell Waggoner and Song Wang and Jinlian Wei and Yifan Yin and Zhiqi Zhang",
TITLE = "Video In Sentences Out",
BOOKTITLE = "Proceedings of the Twenty-Eighth Conference Annual Conference on Uncertainty in Artificial Intelligence (UAI-12)",
PUBLISHER = "AUAI Press",
ADDRESS = "Corvallis, Oregon",
YEAR = "2012",
PAGES = "102--112"
}


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