A Comparative Evaluation of Two Algorithms of Detection of Masses on Mammograms

A Comparative Evaluation of Two Algorithms of Detection of Masses on Mammograms

In this paper, we implement and carry out the comparison of two methods of computer-aided-detection of masses on mammograms. The two algorithms basically consist of 3 steps each: segmentation, binarization and noise suppression using different techniques for each step. A database of 60 images was us...

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Veröffentlicht in:Signal & Image Processing : An International Journal 2012-02, Vol.3 (1), p.19-27
1. Verfasser: Kom, Guillaume
Format: Artikel
Sprache:eng
Schlagworte:
Algorithms
Conservation
Image processing
Noise
Segmentation
Signal processing
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Beschreibung
Zusammenfassung:In this paper, we implement and carry out the comparison of two methods of computer-aided-detection of masses on mammograms. The two algorithms basically consist of 3 steps each: segmentation, binarization and noise suppression using different techniques for each step. A database of 60 images was used to compare the performance of the two algorithms in terms of general detection efficiency, conservation of size and shape of detected masses.
ISSN:2229-3922
0976-710X
DOI:10.5121/sipij.2012.3102