Non-Linear Filters for Mammogram Enhancement (eBook)

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

Vikrant Bhateja, Mukul Misra, Shabana Urooj (Autoren)

eBook Download: EPUB

2019
Springer Singapore (Verlag)
978-981-15-0442-6 (ISBN)

Infos

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.    

Produkt-Details

• Erscheint lt. Verlag: 2.11.2019
• Sprache: englisch
• Themenwelt: Informatik ► Grafik / Design ► Digitale Bildverarbeitung
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• Themenwelt: Medizin / Pharmazie ► Medizinische Fachgebiete ► Onkologie
• Themenwelt: Medizinische Fachgebiete ► Radiologie / Bildgebende Verfahren ► Radiologie
• Themenwelt: Technik
• ISBN-10: 981-15-0442-3 / 9811504423
• ISBN-13: 978-981-15-0442-6 / 9789811504426