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
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;
Conference_Titel :
Computer-Based Medical Systems, 2008. CBMS '08. 21st IEEE International Symposium on
Conference_Location :
Jyvaskyla
Print_ISBN :
978-0-7695-3165-6
DOI :
10.1109/CBMS.2008.30