Non-Linear Filters for Mammogram Enhancement

A Robust Computer-aided Analysis Framework for Early Detection of Breast Cancer

von Vikrant Bhateja, Mukul Misra, Shabana Urooj

239 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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 ofthe most challenging research domains in image processing.

 

 

 

• Reihe: Studies in Computational Intelligence
• Themen: Informatik und Informationstechnologie Informatik Künstliche Intelligenz (KI)
• ISBN: 9789811504440
• Sprache: Englisch
• Erscheinungsdatum: 18.11.2020
• Größe: 23.5 x 15.5 cm
• Verlag: Springer Singapore