DocumentCode :
261206
Title :
Content based image retrieval and segmentation of medical image database with fuzzy values
Author :
Pradeep, S. ; Malliga, L.
Author_Institution :
Dept. of ECE, M. Kumarasamy Coll. of Eng., Karur, India
fYear :
2014
fDate :
27-28 Feb. 2014
Firstpage :
1
Lastpage :
7
Abstract :
The content based image retrieval (CBIR) is one of the most popular, rising research area of the digital image processing. In this technique which uses visual content to search image from large scale image database and its main goal of CBIR is to extract visual content of a medical image. Image retrieval based on a query image is necessary for effective and efficient use the information that is stored in medical image database. The system stores medical image along with its information (parameter) related to that medical image. Retrieving can be done by extracting most informative texture feature which can be extracted by using Gray-level-co-occurrence matrix (GLCM). This allows the retrieval of images by performing flexible queries on the database. Our main purpose is to get high accuracy of a medical image obtained by retrieving techniques. After retrieving the medical image, which can be further segmented to obtain the particular region of the medical image which is affected by any diseases.
Keywords :
content-based retrieval; diseases; feature extraction; fuzzy set theory; image retrieval; image segmentation; image texture; matrix algebra; medical image processing; visual databases; CBIR; GLCM; Gray-level-co-occurrence matrix; content based image retrieval; content based image segmentation; digital image processing; diseases; fuzzy values; informative texture feature extraction; medical image database; query image; visual content extraction; Biomedical imaging; Feature extraction; Image edge detection; Image retrieval; Image segmentation; Visualization; Content based image retrieval (CBIR); Fuzzy values; Medical image retrieval;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Communication and Embedded Systems (ICICES), 2014 International Conference on
Conference_Location :
Chennai
Print_ISBN :
978-1-4799-3835-3
Type :
conf
DOI :
10.1109/ICICES.2014.7034091
Filename :
7034091
Link To Document :
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