Extraction of microcalcifications in digital mammograms using regional watershed
- PMID: 10847380
- PMCID: PMC3453277
- DOI: 10.1007/BF03167642
Extraction of microcalcifications in digital mammograms using regional watershed
Abstract
In this report, a novel technique is proposed for computer-aided automatic extraction of microcalcifications in a digital mammogram. First, the microcalcifications are detected by morphological filtering, followed by entropy-based thresholding. Next, the microcalcifications are segmented by computing regional watershed. The proposed automatic technique is designed to serve as a visual aid to radiologists. Its efficacy is demonstrated through experimental results.
References
-
- Mascio LN, Hernandez J, Logan CM. Automated analysis for microcalcifications in high resolution digital mammograms. Proc SPIE. 1993;1898:472–479. doi: 10.1117/12.154533. - DOI
-
- Betal D, Roberts N, Whitehouse GH. Segmentation and numerical analysis of microcalcifications on mammograms using mathematical morphology. Br J Radiol. 1997;70:903–917. - PubMed
-
- Vincent L: Morphological grayscale reconstruction: Definition, efficient algorithm and applications in image analysis. Proceedings, Computer Vision and Pattern Recognition ’92, Champaign IL, June 1992, pp 633–635
-
- Pal NR, Pal SK. Entropy thresholding. Signal Process. 1989;16:97–108. doi: 10.1016/0165-1684(89)90090-X. - DOI
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