Computer Vision Techniques for the Diagnosis of Skin Cancer


ISBN: 978-3-642-39607-6 (Print) 978-3-642-39608-3 (Online)

Table of contents (10 chapters)

  1. Front Matter

    Pages i-x

  2. Chapter

    Pages 1-22

    Pigment Network Detection and Analysis

  3. Chapter

    Pages 23-48

    Pattern Analysis in Dermoscopic Images

  4. Chapter

    Pages 49-69

    A Bag-of-Features Approach for the Classification of Melanomas in Dermoscopy Images: The Role of Color and Texture Descriptors

  5. Chapter

    Pages 71-107

    Automatic Diagnosis of Melanoma Based on the 7-Point Checklist

  6. Chapter

    Pages 109-137

    Dermoscopy Image Processing for Chinese

  7. Chapter

    Pages 139-192

    Automated Detection of Melanoma in Dermoscopic Images

  8. Chapter

    Pages 193-219

    Melanoma Decision Support Using Lighting-Corrected Intuitive Feature Models

  9. Chapter

    Pages 221-242

    Texture Information in Melanocytic Skin Lesion Analysis Based on Standard Camera Images

  10. Chapter

    Pages 243-265

    Recovering Skin Reflectance and Geometry for Diagnosis of Melanoma

  11. Chapter

    Pages 267-282

    Melanoma Diagnosis with Multiple Decision Trees