Title :
Interactive query for image contents by semantic descriptors and multi-agent
Author :
Mao, Weng Zu ; Bell, David A.
Author_Institution :
Sch. of Inf. & Software Eng., Ulster Univ., Jordanstown, UK
Abstract :
Retrieving huge collections of images from the World Wide Web (WWW) based on image content is a challenging field which is receiving a lot of attention from researchers. Most investigations focus on feature extraction and feature matching motivated by image processing and computer vision. We propose a distributed content-based image query system (DCBIQ) based on the WWW. The system architecture integrating knowledge from image processing, semantic descriptors, multi-agents, and WWW navigation is proposed. By extracting the texture, colour, shape features and spatial relationships of the image, we use semantic descriptor models, along with constraints, to query desired images distributed on the WWW. An initial prototype based on NT and extended SQL server has been implemented
Keywords :
Internet; SQL; cooperative systems; distributed databases; image colour analysis; image texture; interactive systems; query processing; software agents; visual databases; SQL server; WWW; World Wide Web; computer vision; distributed content-based image query system; feature extraction; feature matching; image colour; image content; image processing; image retrieval; image texture; interactive query; multi-agents; semantic descriptors; shape features; spatial relationships; system architecture; Computer architecture; Computer vision; Content based retrieval; Feature extraction; Image processing; Image retrieval; Navigation; Shape; Web sites; World Wide Web;
Conference_Titel :
Database Engineering and Applications Symposium, 1998. Proceedings. IDEAS'98. International
Conference_Location :
Cardiff
Print_ISBN :
0-8186-8307-4
DOI :
10.1109/IDEAS.1998.694353