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From the PublisherTraditional methods for image scene interpretation andunderstanding are based mainly on such single-threaded proceduralparadigms as hypothesize-and-test or syntactic parsing. As a result,these systems are unable to carry out tasks that require concurrenthypothesis testing. This book explores a method for symbolicallyinterpreting images based upon a parallel implementation of anetwork-of-frames suggested, for example, by Minsky (1975), todescribe intelligent processing. The system has been implemented in anobject-oriented environment in the logic programming language Parlog++and includes the propagation of uncertainty through each frame usingBaldwin's (1986) formulation. The system is tested with severalscenarios of increasing complexity, culminating with legalinterpretation of traffic intersection images.
About the AuthorTraditional methods for image scene interpretation andunderstanding are based mainly on such single-threaded proceduralparadigms as hypothesize-and-test or syntactic parsing. As a result,these systems are unable to carry out tasks that require concurrenthypothesis testing. This book explores a method for symbolicallyinterpreting images based upon a parallel implementation of anetwork-of-frames suggested, for example, by Minsky (1975), todescribe intelligent processing. The system has been implemented in anobject-oriented environment in the logic programming language Parlog++and includes the propagation of uncertainty through each frame usingBaldwin's (1986) formulation. The system is tested with severalscenarios of increasing complexity, culminating with legalinterpretation of traffic intersection images.
Thông tin sách: PICTURE INTERPRETATION: A SYMBOLIC APPROACH (Series in Machine Perception and Artificial Intelligence) (Hardcover, 143 trang) – World Scientific Pub Co Inc, 1995. Ngôn ngữ: Tiếng Anh.
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