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Breuer, Pia: Automatic model-based face reconstruction and recognitionAutomatische modell-basierte Gesichtsrekonstruktion und -erkennung. 2010
Inhalt
Abstract
Zusammenfassung
Contents
List of Figures
List of Tables
Chapter 1 - Introduction
Chapter 2 - The 3D Morphable Model
Setup
Chapter 3 - Related Work
3.1 Statistical Models of Faces
3.2 Detection of Faces and Facial Features
3.3 Segmentation of Images
Chapter 4 - A Survey of Feature Detection Algorithms
4.1 AdaBoost
4.2 Support Vector Machines
4.3 Template Matching
4.4 SIFT
Chapter 5 - Model-Based Confidence Measure for Feature Points
5.1 Results
5.2 User Study
Chapter 6 - Independence from Reliable Initial Feature Positions
6.1 Detection of Feature Positions for Rough Alignment
6.2 Refinement of Given Feature Positions
6.3 Refinement of Predefined Feature Positions
6.4 Self-Adapting Feature Layers
Chapter 7 - Contour Fitting
7.1 Contour Fitting through Edge Detection
7.2 Contour Fitting with Special Templates
Chapter 8 - Automated Detection of Occluding Regions
8.1 Learning Based Detection
8.2 Bootstrapping
8.3 Predefined Masks
8.4 Region Growth
Chapter 9 - Improving Reconstruction by Using Three Images
Chapter 10 - Conclusions and FutureWork
Publications
Bibliography