A Hybrid System Based on a Filter Bank and a Successive Approximations Threshold for Microcalcifications Detection
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| Title | A Hybrid System Based on a Filter Bank and a Successive Approximations Threshold for Microcalcifications Detection |
| Authors | |
| Abstract | In this paper, we propose a new hybrid system for microcalcifications detection in digital mammograms, using the combination of the CDF 9/7 filter bank and a successive approximations threshold. Microcalcifications are low contrast samples and only have a few pixels in diameter which are difficult to detect. We shown that microcalcifications have not only support in high frequency regions, but also along the entire frequency spectrum. The digital mammograms are analyzed and the lowest frequency subband dropped. After recovering the image a successive threshold is calculated to keep the samples with higher amplitudes. Results show that the proposed method reveals accurately the small injuries in digital mammograms. |
| Publisher | ACADEMY PUBLISHER |
| Date | 2009-08-01 |
| Source | Journal of Computers Vol 4, No 8 (2009): Special Issue: Trends in Hybrid Intelligent Systems |
| Rights | Copyright © ACADEMY PUBLISHER - All Rights Reserved.To request permission, please check out URL: http://www.academypublisher.com/copyrightpermission.html. |