DocumentCode
2584183
Title
Design and implementation of content-based medical image retrieval system on mammograms
Author
Liu, Jun ; Chen, Jianxun ; Huang, Zhe ; Liu, Xiaoming
Author_Institution
Coll. of Comput. Sci. & Technol., Wuhan Univ. of Sci. & Technol., Wuhan, China
Volume
1
fYear
2011
fDate
15-17 Oct. 2011
Firstpage
237
Lastpage
240
Abstract
This paper designs and realizes a content-based medical image retrieval (CBMIR) system on mammograms. The main functions of the system which include query module, feature extraction module, matching module, display module are also introduced. The system adopts Euclidean distance as similarity measurement of image, uses the gray level cooccurrence matrix (GLCM) for extracting texture feature. The averages of precision are 58% by the experiment.
Keywords
content-based retrieval; feature extraction; image retrieval; image texture; mammography; medical image processing; Euclidean; content-based medical image retrieval system; display module; feature extraction module; gray level cooccurrence matrix; image measurement; mammograms; matching module; query module; texture feature extraction; Accuracy; Entropy; Feature extraction; Image retrieval; Medical diagnostic imaging; CBMIR; GLCM; Mammograms;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Engineering and Informatics (BMEI), 2011 4th International Conference on
Conference_Location
Shanghai
Print_ISBN
978-1-4244-9351-7
Type
conf
DOI
10.1109/BMEI.2011.6098346
Filename
6098346
Link To Document