Image Processing Algorithms - B.N., Beena Ulalla Mata;M., Meenakshi
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This book contains the new image processing algorithm technique for breast cancer detection.The image processing consists of three major steps i.e. pre-processing, segmentation and finally features extraction along with classification for both MIAS Bench mark data set and a novel regional database named as "I- MI Data Base" developed for the Indian Women. This book includes development of a regional dataset available in DICOM format collected from various leading hospitals; a Metadata is converted to BMP format and created a Regional Benchmark database named as "I-MI Database". The novelty of…mehr

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Produktbeschreibung
This book contains the new image processing algorithm technique for breast cancer detection.The image processing consists of three major steps i.e. pre-processing, segmentation and finally features extraction along with classification for both MIAS Bench mark data set and a novel regional database named as "I- MI Data Base" developed for the Indian Women. This book includes development of a regional dataset available in DICOM format collected from various leading hospitals; a Metadata is converted to BMP format and created a Regional Benchmark database named as "I-MI Database". The novelty of this research work is the application of a new feature based machine learning algorithm to categorize the mammogram images as benign and malignant for a novel data base I- MI.
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Autorenporträt
Dr. Beena Ullala Mata B. N. is an Associate Professor in Department of Medical Electronics, B.M.S. College of Engineering, Bangalore with a Ph,D., in Signal and Image processing techniques, from VTU, Belagavi. She is an excellent teacher with 24 years of teaching  and 9 years of research experience with many international journal publications.