DocumentCode
1190554
Title
Weighted walkthroughs between extended entities for retrieval by spatial arrangement
Author
Berretti, Stefano ; Bimbo, Alberto Del ; Vicario, Enrico
Author_Institution
Dipt. di Sistemi e Informatica, Univ. degli Studi di Firenze, Italy
Volume
5
Issue
1
fYear
2003
fDate
3/1/2003 12:00:00 AM
Firstpage
52
Lastpage
70
Abstract
In the access to image databases, queries based on the appearing visual features of searched data reduce the gap between the user and the engineering representation. To support this access modality, image content can be modeled in terms of different types of features such as shape, texture, color, and spatial arrangement. An original framework is presented which supports quantitative nonsymbolic representation and comparison of the mutual positioning of extended nonrectangular spatial entities. Properties of the model are expounded to develop an efficient computation technique and to motivate and assess a metric of similarity for quantitative comparison of spatial relationships. Representation and comparison of binary relationships between entities is then embedded into a graph-theoretical framework supporting representation and comparison of the spatial arrangements of a picture. Two prototype applications are described.
Keywords
content-based retrieval; graph theory; image retrieval; visual databases; binary relationships; digital images; extended entities; graph-theoretical framework; image databases; mutual positioning; quantitative nonsymbolic representation; retrieval by spatial arrangement; spatial relationships; visual content; weighted walkthroughs; Content based retrieval; Data engineering; Image databases; Image retrieval; Information retrieval; Layout; Prototypes; Shape; Spatial databases; Visual databases;
fLanguage
English
Journal_Title
Multimedia, IEEE Transactions on
Publisher
ieee
ISSN
1520-9210
Type
jour
DOI
10.1109/TMM.2002.802833
Filename
1196737
Link To Document