Introducing Kernel Based Morphology as an Enhancement Method for Mass Classification on Mammography
نویسندگان
چکیده
منابع مشابه
introducing kernel based morphology as an enhancement method for mass classification on mammography
since mammography images are in low-contrast, applying enhancement techniques as a pre-processing step are wisely recommended in classification of the abnormal lesions into benign or malignant. a new kind of structural enhancement is proposed by morphological operator which introduces an optimal gaussian kernel primitive, the kernel parameters are optimized the use of genetic algorithm. we al...
متن کاملIntroducing Kernel Based Morphology as an Enhancement Method for Mass Classification on Mammography
Since mammography images are in low-contrast, applying enhancement techniques as a pre-processing step are wisely recommended in the classification of the abnormal lesions into benign or malignant. A new kind of structural enhancement is proposed by morphological operator, which introduces an optimal Gaussian Kernel primitive, the kernel parameters are optimized the use of Genetic Algorithm. We...
متن کاملA Hybrid Method for Mammography Mass Detection Based on Wavelet Transform
Introduction: Breast cancer is a leading cause of death among females throughout the world. Currently, radiologists are able to detect only 75% of breast cancer cases. Making use of computer-aided design (CAD) can play an important role in helping radiologists perform more accurate diagnoses. Material and Methods: Using our hybrid method, the background and the pectoral muscle...
متن کاملa hybrid method for mammography mass detection based on wavelet transform
introduction: breast cancer is a leading cause of death among females throughout the world. currently, radiologists are able to detect only 75% of breast cancer cases. making use of computer-aided design (cad) can play an important role in helping radiologists perform more accurate diagnoses. material and methods: using our hybrid method, the background and the pectoral muscle...
متن کاملMathematical Morphology Approach for Enhancement Digital Mammography Images
Mammography is a branch of radiology which could benefit greatly from the assimilation of digital imaging technologies. Computerized enhancement techniques could be used to ensure optimum presentation of all digital clinical images. In this research, two enhancement algorithms are proposed that are based on the mathematical morphology theory. The first proposed algorithm deals with the contrast...
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ژورنال
عنوان ژورنال: Journal of Medical Signals & Sensors
سال: 2013
ISSN: 2228-7477
DOI: 10.4103/2228-7477.114409