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Non-Linear Filters for Mammogram Enhancement

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

  • Vikrant Bhateja
  • Mukul Misra
  • Shabana Urooj
Book

Part of the Studies in Computational Intelligence book series (SCI, volume 861)

Table of contents

  1. Front Matter
    Pages i-xxviii
  2. Overture

    1. Front Matter
      Pages 1-1
    2. Vikrant Bhateja, Mukul Misra, Shabana Urooj
      Pages 3-7
    3. Vikrant Bhateja, Mukul Misra, Shabana Urooj
      Pages 9-20
    4. Vikrant Bhateja, Mukul Misra, Shabana Urooj
      Pages 21-27
  3. Evolutions in Mammogram Enhancement Techniques

    1. Front Matter
      Pages 29-29
    2. Vikrant Bhateja, Mukul Misra, Shabana Urooj
      Pages 31-34
    3. Vikrant Bhateja, Mukul Misra, Shabana Urooj
      Pages 35-45
    4. Vikrant Bhateja, Mukul Misra, Shabana Urooj
      Pages 47-54
    5. Vikrant Bhateja, Mukul Misra, Shabana Urooj
      Pages 55-62
  4. Design Framework for Computer-Aided Analysis of Mammograms

    1. Front Matter
      Pages 77-77
    2. Vikrant Bhateja, Mukul Misra, Shabana Urooj
      Pages 79-86
    3. Vikrant Bhateja, Mukul Misra, Shabana Urooj
      Pages 87-93
    4. Vikrant Bhateja, Mukul Misra, Shabana Urooj
      Pages 95-99
    5. Vikrant Bhateja, Mukul Misra, Shabana Urooj
      Pages 101-106
  5. Non-Linear Polynomial Filters for Mammogram Enhancement

    1. Front Matter
      Pages 107-107
    2. Vikrant Bhateja, Mukul Misra, Shabana Urooj
      Pages 109-121
    3. Vikrant Bhateja, Mukul Misra, Shabana Urooj
      Pages 123-162
    4. Vikrant Bhateja, Mukul Misra, Shabana Urooj
      Pages 163-197
    5. Vikrant Bhateja, Mukul Misra, Shabana Urooj
      Pages 199-222
  6. Applications and Conclusions

    1. Front Matter
      Pages 223-223
    2. Vikrant Bhateja, Mukul Misra, Shabana Urooj
      Pages 225-231
    3. Vikrant Bhateja, Mukul Misra, Shabana Urooj
      Pages 233-239

About this book

Introduction

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.

 

 

 

Keywords

Breast Cancer Diagnostics Mammogram Enhancement Image Quality Assessment Mammography Non-linear Filters Contrast Mammography Contrast Enhancement of Mammograms Mammographic Images

Authors and affiliations

  • Vikrant Bhateja
    • 1
  • Mukul Misra
    • 2
  • Shabana Urooj
    • 3
  1. 1.Department of Electronics and Communication EngineeringShri Ramswaroop Memorial Group of Professional Colleges (SRMGPC)LucknowIndia
  2. 2.Faculty of Electronics and Communication EngineeringShri Ramswaroop Memorial University (SRMU)BarabankiIndia
  3. 3.Department of Electrical Engineering, College of EngineeringPrincess Nourah Bint Abdulrahman UniversityRiyadhSaudi Arabia

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