Title :
BIR-the Bayesian network image retrieval system
Author :
Wilson, Campbell ; Srinivasan, Bala ; Indrawan, Maria
Author_Institution :
Sch. of Comput. Sci. & Software Eng., Monash Univ., Clayton, Vic., Australia
Abstract :
This paper presents an image retrieval system based on Bayesian belief networks. This architecture offers several advantages when applied in the image retrieval domain. The features of the system are outlined as are the mechanics of the intra-network inference used for the content based retrieval of images
Keywords :
belief networks; content-based retrieval; deductive databases; inference mechanisms; visual databases; BIR; Bayesian network; belief networks; content based retrieval; image retrieval system; intra-network inference; Bayesian methods; Content based retrieval; Feedback; Image databases; Image retrieval; Indexing; Information retrieval; Multimedia databases; Network topology; Random variables;
Conference_Titel :
Intelligent Multimedia, Video and Speech Processing, 2001. Proceedings of 2001 International Symposium on
Conference_Location :
Hong Kong
Print_ISBN :
962-85766-2-3
DOI :
10.1109/ISIMP.2001.925394
