User: Guest  Login
Title:

Constraints for Object Recognition in Aerial Images — Handling of Unobserved Features

Document type:
Konferenzbeitrag
Contribution type:
Textbeitrag / Aufsatz
Author(s):
Kolbe, Thomas H.
Abstract:
In this paper we will show how constraint solving methods can be applied for the recognition of buildings in aerial images. Object models are transformed to constraint representations which are matched against extracted image features. To cope with disturbances caused by occlusions and noise, we distinguish between the unobservability of a) relations between object parts and b) object parts themselves. Whereas other approaches for solving over-constrained problems suggest to reduce the relaxatio...     »
Keywords:
Building Extraction,Contraint Satisfaction,Over-Constrained Systems,constraint logic programming,locenter,Data_generation_and_object_reconstruction,Spatial_modeling_and_algorithms,Semantic_modeling
Editor:
Maher, Michael; Puget, Jean-Francois
Book / Congress title:
Principles and Practice of Constraint Programming – Proceedings of the Int. Conference on Constraint Programming CP’98 in Pisa
Publisher:
Springer
Publisher address:
Berlin, Heidelberg
Year:
1998
Pages:
295--309
Print-ISBN:
978-3-540-65224-3
Bookseries title:
Lecture Notes in Computer Science
Fulltext / DOI:
doi:10.1007/3-540-49481-2_22
WWW:
http://link.springer.com/chapter/10.1007/3-540-49481-2_22
Notes:
http://www.ikg.uni-bonn.de/fileadmin/publication/media/cp98.pdf
 BibTeX