DocumentCode :
3428436
Title :
Lossless Compression of Mammographic Images by Chronological Sifting of Prediction Errors
Author :
Neekabadi, A. ; Samavi, S. ; Karimi, N. ; Nasr-Esfahani, E. ; Razavi, S.S. ; Shirani, S.
Author_Institution :
Isfahan Univ. of Technol., Isfahan
fYear :
2007
fDate :
22-24 Aug. 2007
Firstpage :
58
Lastpage :
61
Abstract :
Mammography is a low dose x-ray technique that´s used to create an image of the breast. It is an efficient way for early detection of any cancerous changes and malignancy of lumps. Mammographic images are usually archived and in many cases are transferred on Internet. Therefore, compression of these images has attracted the attention of many researchers. In this paper an efficient method is proposed for lossless compression of mammographic images. Gradual compression of prediction errors in an iterative manner is the basic idea of the proposed method. The simulation results were compared with standard image compression routines such as JPEG-LS, JPEG2000, JBIG and PNG. The superiority of the proposed method was shown for compression of mammographic images.
Keywords :
data compression; image coding; mammography; medical image processing; Internet; breast image; cancerous change detection; chronological sifting; lump malignancy; mammographic image lossless compression; mammography; prediction error; x-ray; Breast cancer; Cancer detection; Entropy; Image coding; Image sampling; Internet; Iterative methods; Mammography; Transform coding; X-ray imaging;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communications, Computers and Signal Processing, 2007. PacRim 2007. IEEE Pacific Rim Conference on
Conference_Location :
Victoria, BC
Print_ISBN :
978-1-4244-1189-4
Electronic_ISBN :
1-4244-1190-4
Type :
conf
DOI :
10.1109/PACRIM.2007.4313176
Filename :
4313176
Link To Document :
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