Guide to Medical Image Analysis: Methods and Algorithms - Softcover

Inhaltsangabe

The Analysis of Medical Images

Digital Image Acquisition

Image Storage and Transfer

Image Enhancement

Feature Detection

Segmentation: Principles and Basic Techniques

Segmentation in Feature Space

Segmentation as a Graph Problem

Active Contours and Active Surfaces

Registration and Normalization

Detection and Segmentation by Shape and Appearance

Classification and Clustering

Validation

Optimisation of Markov Random Fields

Variational Calculus

Principal Component Analysis

References

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