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Lefloch, Damien: Real-time processing of range data focusing on environment reconstruction. 2017
Inhalt
Acknowledgments
Abstract
Zusammenfassung
Nomenclature
List of Symbols
Contents
List of figures
List of Tables
Introduction
Context
Goals and Challenges
Contributions
Thesis Outline
Fundamentals
Perspective Camera Model
Intrinsic Parameters
Extrinsic Parameters
Non-contact Range Imaging Principles
Passive methods
Active methods
Time-of-Flight cameras
Signal Theory
Error Sources and Characteristics
Depth Map Pre-processing
Range Camera Calibration
Outlier Removal
Depth Map Processing: Motion Artifact Compensation
Related Works
Framerate enhancement
Detect and Repair Methods
Flow-based Correction
The Fast Flow-based Correction Approach
Results
Discussion
Introduction to Online 3-D Reconstruction Methods using Range Data
Overview
Related Works
Beyond ``Basic'' 3-D Reconstructions
Estimation of Surface Attributes
Camera Pose Estimation
Depth Map Fusion
The Point-Based Fusion Approach
Dynamic Environments
Segmentation
Dynamic-aware Model Updates
Discussion
Curvature-aware Point-Based Fusion
Introduction and Related Works
Online Surface Reconstruction
Depth Map Pre-processing
Point-Based Fusion Surface Attributes
Curvature Estimation
Camera Pose Estimation
Data Association
Minimisation
Local Surface Reconstruction
Quadratic Surface Patch Intersection
Blending of Quadratic Surface Intersection Points
Depth Map Fusion
Deep Index Map
Point Collisions
Screen-Space Updates
Results
Qualitative Evaluation
Quantitative Ground-truth Evaluations
Contributors to Robustness
Scalability
Live Results
Discussion
Anisotropic Point-Based Fusion
Introduction and Prior Work
Anisotropic Point-based Fusion
Anisotropy
Anisotropic Fusion
Implementation
Results
Encoding Evaluation
Anisotropic Fusion Evaluation
Performance
Conclusion
Conclusion
Summary
Outlook
Appendix
Additional details on Surface Attributes Estimation
Surface Position
Surface Normal
Additional details on ICP
Correspondences Search
Minimisation
References