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Fleer, David Roman: Vision-Based Autonomous Robotic Floor Cleaning in Domestic Environments. 2018
Inhalt
Acknowledgments
List of Figures
List of Tables
Introduction
An Introduction to our Autonomous Cleaning Robot Framework
Introduction
System Overview
Subsequent Sections
Other Contributors
Related Works
Robot Hardware
Mapping
Topo-Metric Map
Time-Indexed Obstacle Map
Planning
Path Planning
Part-Lane Planning
Robot Control
Main Loop
Localization
Collision Handling
Path Following
Driving Lanes
Experiments and Results
Discussion
Comparing Holistic and Feature-Based Methods for Visual Relative-Pose Estimation
Introduction
Feature-Based Methods
Holistic Methods
Our Contributions
Materials and Methods
Image Databases
Holistic Method: Min-Warping
Feature Methods
Evaluation Criteria
Results
Quality
Speed
Robustness
Discussion
Quality
Speed
Robustness
Conclusions
Outlook
Visually Estimating Camera Tilts from Panoramic Images in Domestic Environments
Introduction
Related Works
Our Contributions
Materials and Methods
Image-Space Method
Vector-Consensus Method
Image Database
Experiment Design
Results
Tilt Estimation Error
Computation Time
Discussion
Conclusions
Outlook
Human-Like Room Segmentation in Domestic Environments
Introduction
Related Works
Our Contribution
Our Room-Segmentation Method
Map Preprocessing
Map-Edge Features
Map-Edge Classification
Map-Graph Clustering
Experiments and Results
Training and Test Data
Room-Segmentation Experiments
Edge-Feature Experiments
Additional Tests
Discussion
Room Segmentation
Edge Features
Additional Tests
Conclusions
Outlook
Summary, Conclusion and Outlook
Overall Summary
Chapter 2: An Introduction to our Autonomous Cleaning Robot Framework
Chapter 3: Comparing Holistic and Feature-Based Methods for Visual Relative-Pose Estimation
Chapter 4: Visually Estimating Camera Tilts from Panoramic Images in Domestic Environments
Chapter 5: Human-Like Room Segmentation in Domestic Environments
Overall Conclusions
Overall Outlook
Software and Settings for Visual Pose-Estimation Experiments
Bibliography