Image Understanding In Unstructured Environment (Series in Automation, Band 2) - Hardcover

Chen, S. S.

9789971504779: Image Understanding In Unstructured Environment (Series in Automation, Band 2)

Hardcover

ISBN 10: 9971504774 ISBN 13: 9789971504779

Verlag: World Scientific Publishing Co Pte Ltd, 1988

Alle Exemplare dieser ISBN-Ausgabe

1 Gebraucht

Von EUR 75,89

0 Neu

In the development of autonomous sensory controlled systems, image understanding of sensory data is a difficult but important topic. Due to the unpredictable and uncertain nature of the environment, current image processing and computer vision approaches are not adequate to provide the capabilities needed by the systems. Thus, new approaches are required in the overall system design, including sophisticated reasoning processes, uncertainty management and adaptable architectures. This general issue is addressed by Thomas M Strat and Grahame B Smith. Lashon B Booker discusses the Bayesian approach in plausible reasoning for classification of complex ship images based on incomplete and uncertain evidence. Dynamic scene analysis is treated by Seetharaman Gunasekaran and Tzay Y Young. A spherical perspective approach is introduced to overcome some limitations of the current vision systems by Michael Penna and Su-shing Chen. Finally, Markov image models and their pixel-level approaches are extended to global approaches, through Dempster-Shafer and other techniques, by Mingchuan Zhang and Su-shing Chen.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.