DocumentCode
2013932
Title
Exploiting Spatial Context in Image Region Labelling Using Fuzzy Constraint Reasoning
Author
Saathoff, Carsten ; Staab, Steffen
Author_Institution
ISWeb - Inf. Syst. & Semantic Web, Univ. of Koblenz, Landau
fYear
2008
fDate
7-9 May 2008
Firstpage
16
Lastpage
19
Abstract
We present an approach for integrating explicit knowledge about the spatial context of objects into image region labelling. Our approach is based on spatial prototypes that represent the typical arrangement of objects in images. We use Fuzzy Constraint Satisfaction Problems as the underlying formal model for producing a labelling that is consistent with the spatial constraints of prototypes.
Keywords
fuzzy set theory; image processing; fuzzy constraint reasoning; fuzzy constraint satisfaction problems; image region labelling; spatial context; Context-aware services; Fuzzy reasoning; Fuzzy systems; Image analysis; Image segmentation; Labeling; Prototypes; Support vector machine classification; Support vector machines; Training data; fuzzy constraint reasoning; image understanding; region labelling; spatial context;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Analysis for Multimedia Interactive Services, 2008. WIAMIS '08. Ninth International Workshop on
Conference_Location
Klagenfurt
Print_ISBN
978-0-7695-3344-5
Electronic_ISBN
978-0-7695-3130-4
Type
conf
DOI
10.1109/WIAMIS.2008.34
Filename
4556871
Link To Document