Description Logic for Scene Understanding

Name: Description Logic for Scene Understanding
Brand: Sudwestdeutscher Verlag Fur Hochschulschriften AG
SKU: 9783838114231
Price: 1376 CZK
Availability: InStock

at the Example of Urban Road Intersections

Autor: Britta Hummel

Jazyk:

Vazba: Brožovaná

Vydavatel: Sudwestdeutscher Verlag Fur Hochschulschriften AG

Dostupnost: Skladem u dodavatele

Odesíláme za 8-11 dnů

1 376 Kč

Understanding a natural scene on the basis of external sensors is a task yet to be solved by compute...

Informace o knize

Autor

Britta Hummel

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2010

Stránek

160

EAN

9783838114231

ISBN

383811423X

Enbook ID

06963008

Vydavatel

Sudwestdeutscher Verlag Fur Hochschulschriften AG

Hmotnost

245

Rozměry

152 x 229 x 9

Kompletní popis

Understanding a natural scene on the basis of external sensors is a task yet to be solved by computer algorithms. Solving it for non-microworlds requires an appropriate formalism for representing and reasoning with sensor data and domain knowledge. This contribution investigates the suitability of the family of Description Logics (DL) for this task. 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 first part of this contribution elaborates on principled approaches on using DL for representing scene information and for solving scene understanding tasks. The second part describes an extensive case study in the application domain of road intersections, introducing RONNY, the ROad Network oNtologY. 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.

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Description Logic for Scene Understanding

at the Example of Urban Road Intersections

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také