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 Description Logic for Scene Understanding. at the Example of Urban Road Intersections
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Description Logic for Scene Understanding. at the Example of Urban Road Intersections

автор Britta H. издательство Книга по Требованию Локальные и корпоративные сети
Cтраниц 160        мягкая обложка       
Аннотация:Solving it for non-microworlds requires an appropriate formalism for representing and reasoning with sensor data and domain knowledge. The first part of this contribution elaborates on principled approaches on using DL for representing scene information and for solving scene understanding tasks. DL are an offspring of First Order Logic, inheriting its well-defined, declarative semantics while offering improved computational tractability and object-oriented knowledge engineering. The second part describes an extensive case study in the application domain of road intersections, introducing RONNY, the ROad Network oNtologY. Understanding a natural scene on the basis of external sensors is a task yet to be solved by computer algorithms. This contribution investigates the suitability of the family of Description Logics (DL) for this task. RONNY is evaluated on a set of complex intersection scenes, using as input data an experimental vehicle' s camera platform, digital map and GPS sensor. The experimental results support the claim that a logic-enhanced system can improve state-of-the-art quantitative Computer Vision, and enables tackling tasks that are beyond the current scope.
Автор: Britta H.
Издательство: Книга по Требованию
Год:2010
Цена:
3214 руб
Нет в наличии
Поиск: Description Logic for Scene Understanding. at the Example of Urban Road Intersections
НОВЫЙ ГОД СИМВОЛ 2013 ГОДАУКРАШЕНИЯ
КАРНАВАЛ НА НОВЫЙ ГОД РАСПРОДАЖА
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