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
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;
Conference_Titel :
Biomedical Engineering and Informatics (BMEI), 2011 4th International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-9351-7
DOI :
10.1109/BMEI.2011.6098346
