DocumentCode :
3320713
Title :
Enhancement of Microcalfications Based on Fractal Techniques in Mammograms
Author :
Song, Li ; Zhang, Guangyu ; Lu, Wen ; Cao, Weifang ; Che, Linlin
Author_Institution :
Dept. of Biomed. Eng., Taishan Med. Univ., Tai´´an, China
fYear :
2011
fDate :
10-12 May 2011
Firstpage :
1
Lastpage :
4
Abstract :
Microcalciflcation clusters in mammograms are an importance early sign of breast cancer. The enhancement of microcalcifications in mammograms is one of the most important preprocessing techniques for the extraction of cluster microcalcifications. In this paper, we have presented a novel method for the enhancement of microcalcifications. First, the initial microcalcification edges are extracted by using kirsch edge operator, and the discontinouse edges are linked by employing fractal technique. Then the continuous closed edges of microcalcifications are filled by using seed filling algorithm. The pixel values of the filled region are replaced by the corresponding pixel values in the original image. Finally, the enhancement of microcalcifications in mammograms is achieved by adding the filled image to the original image. We evaluated the performance of our algorithm by using 50 regions of interesting (ROIs) with microcalcification clusters from DDSM database. The experiment results demonstrate that our CAD system can give better enhancement effect compared with other methods.
Keywords :
edge detection; feature extraction; fractals; image enhancement; mammography; medical image processing; CAD system; DDSM database; breast cancer; discontinouse edges; feature extraction; fractal techniques; kirsch edge operator; mammograms; microcalciflcation clusters; preprocessing techniques; seed filling algorithm; Cancer; Clustering algorithms; Convolution; Fractals; Image edge detection; Noise; Pixel;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Bioinformatics and Biomedical Engineering, (iCBBE) 2011 5th International Conference on
Conference_Location :
Wuhan
ISSN :
2151-7614
Print_ISBN :
978-1-4244-5088-6
Type :
conf
DOI :
10.1109/icbbe.2011.5780207
Filename :
5780207
Link To Document :
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