↓ Skip to main content

Decision Forests for Computer Vision and Medical Image Analysis

Overview of attention for book
Cover of 'Decision Forests for Computer Vision and Medical Image Analysis'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Overview and Scope
  3. Altmetric Badge
    Chapter 2 Notation and Terminology
  4. Altmetric Badge
    Chapter 3 Introduction: The Abstract Forest Model
  5. Altmetric Badge
    Chapter 4 Classification Forests
  6. Altmetric Badge
    Chapter 5 Regression Forests
  7. Altmetric Badge
    Chapter 6 Density Forests
  8. Altmetric Badge
    Chapter 7 Manifold Forests
  9. Altmetric Badge
    Chapter 8 Semi-supervised Classification Forests
  10. Altmetric Badge
    Chapter 9 Keypoint Recognition Using Random Forests and Random Ferns
  11. Altmetric Badge
    Chapter 10 Extremely Randomized Trees and Random Subwindows for Image Classification, Annotation, and Retrieval
  12. Altmetric Badge
    Chapter 11 Class-Specific Hough Forests for Object Detection
  13. Altmetric Badge
    Chapter 12 Hough-Based Tracking of Deformable Objects
  14. Altmetric Badge
    Chapter 13 Efficient Human Pose Estimation from Single Depth Images
  15. Altmetric Badge
    Chapter 14 Anatomy Detection and Localization in 3D Medical Images
  16. Altmetric Badge
    Chapter 15 Semantic Texton Forests for Image Categorization and Segmentation
  17. Altmetric Badge
    Chapter 16 Semi-supervised Video Segmentation Using Decision Forests
  18. Altmetric Badge
    Chapter 17 Classification Forests for Semantic Segmentation of Brain Lesions in Multi-channel MRI
  19. Altmetric Badge
    Chapter 18 Manifold Forests for Multi-modality Classification of Alzheimer’s Disease
  20. Altmetric Badge
    Chapter 19 Entanglement and Differentiable Information Gain Maximization
  21. Altmetric Badge
    Chapter 20 Decision Tree Fields: An Efficient Non-parametric Random Field Model for Image Labeling
  22. Altmetric Badge
    Chapter 21 Efficient Implementation of Decision Forests
  23. Altmetric Badge
    Chapter 22 The Sherwood Software Library
  24. Altmetric Badge
    Chapter 23 Conclusions
Attention for Chapter 18: Manifold Forests for Multi-modality Classification of Alzheimer’s Disease
Altmetric Badge

Citations

dimensions_citation
430 Dimensions

Readers on

mendeley
4 Mendeley
You are seeing a free-to-access but limited selection of the activity Altmetric has collected about this research output. Click here to find out more.
Chapter title
Manifold Forests for Multi-modality Classification of Alzheimer’s Disease
Chapter number 18
Book title
Decision Forests for Computer Vision and Medical Image Analysis
Published by
Springer, London, January 2013
DOI 10.1007/978-1-4471-4929-3_18
Book ISBNs
978-1-4471-4928-6, 978-1-4471-4929-3
Authors

K. R. Gray, P. Aljabar, R. A. Heckemann, A. Hammers, D. Rueckert

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 4 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 4 100%

Demographic breakdown

Readers by professional status Count As %
Researcher 2 50%
Student > Ph. D. Student 1 25%
Student > Master 1 25%
Readers by discipline Count As %
Computer Science 2 50%
Arts and Humanities 1 25%
Neuroscience 1 25%