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Microcalcifications Detection System through Discrete Wavelet Analysis and Contrast Enhancement Techniques

Acceso Cerrado
ID Minciencias: CAP_LIB-0000284009-60
Ranking: CAP_LIB-GC_CAP_LIB

Abstract:

This paper describes a method to detect microcalcifications in digital mammographic images using two-dimensional discrete wavelet transform and image enhancement techniques for removing noise as well as to obtain a better contrast. Calcifications are tiny deposits of calcium in breast tissues and they often represent important and common findings in a mammogram. The first step is to apply a segmentation process for eliminating some regions in the image, which are not useful for the mammographic interpretation. Then histogram modification technique is used to improve the contrast of the image and to clarify some details like microcalcifications. Finally DWT (discrete wavelet transform) must be applied for detecting the abnormality. Results were evaluated using the mammographic image analysis society (MIAS) mammographic databases.

Tópico:

Image and Signal Denoising Methods

Citaciones:

Citations: 10
10

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Paperbuzz Score: 0
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Información de la Fuente:

FuenteElectronics, Robotics and Automotive Mechanics Conference
Cuartil año de publicaciónNo disponible
Volumen11
IssueNo disponible
Páginas272 - 276
pISSNNo disponible
ISSNNo disponible

Enlaces e Identificadores:

Minciencias IDCAP_LIB-0000284009-60Scienti ID0000284009-60Openalex URLhttps://openalex.org/W2018537273
Doi URLhttps://doi.org/10.1109/cerma.2008.45
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