Non-Linear Filters for Mammogram Enhancement

Non-Linear Filters for Mammogram Enhancement
Author :
Publisher : Springer Nature
Total Pages : 251
Release :
ISBN-10 : 9789811504426
ISBN-13 : 9811504423
Rating : 4/5 (423 Downloads)

Book Synopsis Non-Linear Filters for Mammogram Enhancement by : Vikrant Bhateja

Download or read book Non-Linear Filters for Mammogram Enhancement written by Vikrant Bhateja and published by Springer Nature. This book was released on 2019-11-02 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents non-linear image enhancement approaches to mammograms as a robust computer-aided analysis solution for the early detection of breast cancer, and provides a compendium of non-linear mammogram enhancement approaches: from the fundamentals to research challenges, practical implementations, validation, and advances in applications. The book includes a comprehensive discussion on breast cancer, mammography, breast anomalies, and computer-aided analysis of mammograms. It also addresses fundamental concepts of mammogram enhancement and associated challenges, and features a detailed review of various state-of-the-art approaches to the enhancement of mammographic images and emerging research gaps. Given its scope, the book offers a valuable asset for radiologists and medical experts (oncologists), as mammogram visualization can enhance the precision of their diagnostic analyses; and for researchers and engineers, as the analysis of non-linear filters is one of the most challenging research domains in image processing.


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