DocumentCode
2492002
Title
Medical image storage system for content-based retrieval
Author
Igwe, Selwyn O. ; Elmaghraby, Adel S.
Author_Institution
Speed Sci. Sch., Comput. Eng. & Comput. Sci. Dept., Univ. of Louisville, Louisville, KY, USA
fYear
2010
fDate
15-18 Dec. 2010
Firstpage
520
Lastpage
527
Abstract
Large image databases have been designed and used in various applications and in content-based retrieval systems. Medical Imaging modalities have been developed in the past each uniquely designed to specific imaging modality based on the image pathobiological medium. This paper presents an approach to improve the process of image storage and retrieval based on image data representation model that integrates both metadata and content description. The low level features and the labels associated with the salient objects extracted from the mages are stored in an ORDBMS (Object Relational Database Management systems) using Oracle. Our technique, which combines the image descriptors obtained by a unified approach phases of image segmentation and annotation, has a good time complexity and the experimental results on several image datasets.
Keywords
content-based retrieval; data structures; image representation; image retrieval; image segmentation; information storage; medical information systems; meta data; relational databases; ORDBMS; Oracle; content based retrieval; content description; image data representation model; image database; image description; image pathobiological medium; image segmentation; medical image storage; metadata; object extraction; object relational database management systems; Biomedical optical imaging; Ethernet networks; Magnetic resonance imaging; Microscopy; Optical films; Strips; DICOM and Oracle; Database; Dynamic XLM; HIPPA and Tablespaces; Medical imaging; Metadata; Modality; ORDBS; PL/SQL;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing and Information Technology (ISSPIT), 2010 IEEE International Symposium on
Conference_Location
Luxor
Print_ISBN
978-1-4244-9992-2
Type
conf
DOI
10.1109/ISSPIT.2010.5711750
Filename
5711750
Link To Document