Automated and effective content-based mammogram retrieval using wavelet based CS-LBP feature and self-organizing map
VP Singh, R Srivastava - Biocybernetics and Biomedical Engineering, 2018 - Elsevier
In this paper, automated, fast and effective content based-mammogram image retrieval
system is proposed. The proposed pre-processing steps include automatic labelling-
scratches suppression, automatic pectoral muscle removal and image enhancement.
Further, for segmentation selective thresholds based seeded region growing algorithm is
introduced. Furthermore, we apply 2-level discrete wavelet transform (DWT) on the
segmented region and wavelet based centre symmetric-local binary pattern (WCS-LBP) …
system is proposed. The proposed pre-processing steps include automatic labelling-
scratches suppression, automatic pectoral muscle removal and image enhancement.
Further, for segmentation selective thresholds based seeded region growing algorithm is
introduced. Furthermore, we apply 2-level discrete wavelet transform (DWT) on the
segmented region and wavelet based centre symmetric-local binary pattern (WCS-LBP) …
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