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Högg, Thomas: Efficient range and image data processing - algorithms and software paradigmsEffiziente Verarbeitung von Tiefen- und Bilddaten - Algorithmen und Software-Paradigmen. 2017
Inhalt
Abstract
Kurzfassung
Contents
1 Introduction
2 Fundamentals
2.1 Time-of-Flight Cameras
2.2 Time-Of-Flight Camera Error-Analysis and Parameter Estimation
2.3 Iterative Closest Point Algorithm
2.4 Domain Specific Languages
I Time-of-Flight Algorithms
3 Introduction
4 Compensation of Motion Artifacts
4.1 Related Work
4.2 A Method for Fast Linear Motion Compensation
4.3 Results
4.4 Summary
5 Automatic Integration Time Estimation
5.1 Related Work
5.2 PMD Sensor Analysis
5.3 The Proposed Method
5.4 Algorithm Evaluation
5.5 Summary
6 3D Car Reconstruction –An Industrial Application
6.1 System Overview
6.2 Contribution
6.3 Related Work
6.4 System Challenges
6.5 Data Processing Concept
6.6 Hardware Setup and Calibration
6.7 Results
6.8 Summary
7 Depth Data Processing Summary
II Model Driven Software Engineering Paradigms
8 Introduction of Model Driven Engineering
9 GU-DSL – A Generic Domain Specific Language
9.1 Language Features and Concepts
9.2 The Combination of Graphical And Textual Modeling
10 Model Driven GPGPU Programming
10.1 Related Work
10.2 A Generic Data- and Image-Processing-Language for GPGPU-programming
10.3 Heterogeneous Computing and Code Generation
10.4 Evaluation
10.5 Summary
11 Component-Based Data And Image Processing Architectures
11.1 Related Work
11.2 System Concept and Overview
11.3 GU-DSL – Component-Based Engineering
11.4 A CBSE System as an Exemplary Implementation of GU-DSL
11.5 A Component-Based Modeling Example
11.6 Summary
12 Model Driven Engineering Summary
13 Summary And Conclusion
Bibliography
List of Figures
List of Tables
List of Listings
Abbreviations
Glossary
Appendix A. GU-DSL Important Syntax Constructs
Appendix B. GU-DSL Examples