DocumentCode
3029733
Title
A new fast fractal coding method for the detection of microcalcifications in mammograms
Author
Huang, Jiebo ; Li, Junli ; Liu, Tingting
Author_Institution
Coll. of Inf. Sci. & Eng., Ningbo Univ., Ningbo, China
fYear
2011
fDate
26-28 July 2011
Firstpage
4768
Lastpage
4771
Abstract
Microcalcifications in mammograms can be considered as early signs of breast cancer. A new fast fractal image coding method for the detection of microcalcifications in the ROIs of mammograms is proposed in this paper. Sankar improved the conventional fractal image coding method, but not thoroughly enough. It is modified in the proposed method that both range and domain blocks are classified; two adaptive thresholds are presented which are used for the binaryzation before which the restored image is median filtered. According to this study, the proposed method, comparing with the Sankar´s method, has higher detection speed and detection performance.
Keywords
cancer; fractals; image coding; image restoration; mammography; median filters; medical image processing; object detection; Sankar method; adaptive threshold; breast cancer; detection performance; detection speed; fractal image coding; image restoration; mammogram; median filter; microcalcification detection; Breast cancer; Encoding; Fractals; Image coding; Image restoration; Wavelet transforms; fractal image encoding; mammogram; microcalcification;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia Technology (ICMT), 2011 International Conference on
Conference_Location
Hangzhou
Print_ISBN
978-1-61284-771-9
Type
conf
DOI
10.1109/ICMT.2011.6002043
Filename
6002043
Link To Document