Geometric Contraints for Object Detection and Delineation - Couverture rigide

Shufelt, Jefferey

 
9780792386810: Geometric Contraints for Object Detection and Delineation
Couverture rigide
ISBN 10 : 0792386817 ISBN 13 : 9780792386810
Editeur : Kluwer Academic Publishers, 1999

Synopsis

The ability to extract generic 3D objects from images is a crucial step towards automation of a variety of problems in cartographic database compilation, industrial inspection and assembly, and autonomous navigation. Many of these problem domains do not have strong constraints on object shape or scene content, presenting serious obstacles for the development of robust object detection and delineation techniques. Geometric Constraints for Object Detection and Delineation addresses these problems with a suite of novel methods and techniques for detecting and delineating generic objects in images of complex scenes, and applies them to the specific task of building detection and delineation from monocular aerial imagery.
PIVOT, the fully automated system implementing these techniques, is quantitatively evaluated on 83 images covering 18 test scenes, and compared to three existing systems for building extraction. The results highlight the performance improvements possible with rigorous photogrammetric camera modeling, primitive-based object representations, and geometric constraints derived from their combination. PIVOT's performance illustrates the implications of a clearly articulated set of philosophical principles, taking a significant step towards automatic detection and delineation of 3D objects in real-world environments.
Geometric Constraints for Object Detection and Delineation is suitable as a textbook or as a secondary text for a graduate-level course, and as a reference for researchers and practitioners in industry.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Kluwer Academic Publishers
Date d'édition
1999
Langue
anglais
ISBN 10 
0792386817
ISBN 13 
9780792386810
Reliure
Relié
Nombre de pages
275
Coordonnées du fabricant
KINESIS
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

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Hamburg
22391
Allemagne

Autres éditions populaires du même titre

9781461374053: Geometric Constraints for Object Detection and Delineation

Edition présentée

ISBN 10 :  1461374057 ISBN 13 :  9781461374053
Editeur : Springer, 2012
Couverture souple