Title :
Genre-based search through biomedical images
Author :
Geusebroek, Jan Mark ; Hoang, Minh Anh ; van Gernert, J. ; Worring, Marcel
Author_Institution :
Fac. of Sci., Amsterdam Univ., Netherlands
Abstract :
We exploit the retrieval of visual information from biomedical scientific publication databases. Therefore, we consider the use of domain specific genres to automatically subdivide large image databases into smaller consistent parts. Combination with latent semantic indexing on the picture captions allows for efficient retrieval of images in specific categories. We demonstrate our approach on a large collection of images with captions from the Elsevier Brain Research publications. Initial results demonstrate the power of the proposed combination.
Keywords :
biomedical imaging; information retrieval; medical information systems; visual databases; biomedical images; biomedical scientific publication databases; domain specific genres; genre-based search; image databases; latent semantic indexing; visual information retrieval; Biomedical imaging; Image databases; Image retrieval; Indexing; Information systems; Intelligent sensors; Intelligent systems; Matrix decomposition; Sparse matrices; Visual databases;
Conference_Titel :
Pattern Recognition, 2002. Proceedings. 16th International Conference on
Print_ISBN :
0-7695-1695-X
DOI :
10.1109/ICPR.2002.1044683