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
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;
Conference_Titel :
Multimedia Technology (ICMT), 2011 International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-61284-771-9
DOI :
10.1109/ICMT.2011.6002043