DocumentCode
2094611
Title
Using the Grid for Enhancing the Performance of a Medical Image Search Engine
Author
Pitkanen, Mikko Juhani ; Xin Zhou ; Hyvarinen, Aapo ; Muller, Henning
Author_Institution
Technol. Programme, Helsinki Inst. of Phys., Helsinki
fYear
2008
fDate
17-19 June 2008
Firstpage
367
Lastpage
372
Abstract
In this paper we show how grid computing can be used to improve the operation of a medical image search system. The paper introduces the basic principles of a content-based image retrieval (CBIR) system and identifies the computationally challenging tasks in the system. For the computationally challenging tasks an efficient design is proposed that uses distributed grid computing to carry out the image processing in a distributed and efficient way. The algorithms of the search system are executed by using a real medical image collection as input and a grid computing infrastructure to provide the needed computing power. Finally, the results show how the image processing task that required tens of hours to complete can be processed by using only a fraction of the originally required computing time.
Keywords
content-based retrieval; grid computing; image retrieval; medical image processing; search engines; content-based image retrieval; grid computing; medical image collection; medical image search engine; performance enhancement; Biomedical imaging; Biomedical informatics; Content based retrieval; Distributed computing; Grid computing; Hospitals; Image databases; Image retrieval; Search engines; Visual databases; CBIR; Feature Extraction; Grid;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer-Based Medical Systems, 2008. CBMS '08. 21st IEEE International Symposium on
Conference_Location
Jyvaskyla
ISSN
1063-7125
Print_ISBN
978-0-7695-3165-6
Type
conf
DOI
10.1109/CBMS.2008.30
Filename
4562019
Link To Document