Title :
Identifying buildings in aerial images using constraint relaxation and variable elimination
Author :
Kolhe, T.H. ; Plümer, Lutz ; Cremers, Armin B.
Author_Institution :
Bonn Univ., Germany
Abstract :
The authors show how constraint logic programming can help detect buildings from the air using object recognition. The recognition system described in the article uses constraint relaxation and variable elimination to handle uncertainty and unobservability of building parts. The authors show how they incorporate explicit models in the subproject “Building Extraction” by using constraint techniques and logic programming embedded in the Eclipse System
Keywords :
constraint handling; feature extraction; object recognition; uncertainty handling; Building Extraction; Eclipse System; aerial images; building parts; constraint logic programming; constraint relaxation; constraint techniques; explicit models; logic programming; object recognition; recognition system; subproject; unobservability; variable elimination; Aggregates; Buildings; Connectors; Data mining; Energy management; Energy measurement; Logic programming; Object recognition; Solid modeling; Transportation;
Journal_Title :
Intelligent Systems and their Applications, IEEE
DOI :
10.1109/5254.820327